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Professor Hussein Abbass

Professor Hussein Abbass

Professor
UNSW Canberra
School of Systems & Computing

IEEE Fellow. Founding Editor-in-Chief of IEEE Transactions on Artificial Intelligence. Interest in: AI-Enabled Swarm Systems, Human-Machine Teaming, Distributed Machine Learning, Machine Education, AI Assurance, Shepherding, Trusted Autonomy.

For more information about Prof. Abbass, please visit www.husseinabbass.net

Prof. Abbass has collaborated with many colleagues at UNSW Canberra including Dr. Sreenatha Anavatti, Prof. Michael (Spike) Barlow, Prof. Matthew Garratt, A/Prof. Chris Lokan, Dr. Robert (Bob) McKay, Prof. Kathryn Kasmarik, Prof. Ruhul Sarker, Dr. Hemant Singh, Dr. Saber ElSayed, Dr Essam Debie, Dr. Jiangjun Tang, Dr. Heba El-Fiqi, and Dr Aya Hussein.
Phone
+61 2 5114 5109
E-mail
h.abbass@adfa.edu.au
Location
Building 15 Room 161 School of Engineering and Information Technology, The University of New South Wales, Australian Defence Force Academy, PO Box 7916, Canberra BC ACT 2610, AUSTRALIA
  • Books | 2021
    Abbass HA; Hunjet RA, 2021, Preface
    Books | 2019
    Tang J; Leu G; Abbass HA, 2019, Simulation and computational red teaming for problem solving, http://dx.doi.org/10.1002/9781119527183
    Books | 2018
    Liu J; Abbass HA; Tan KC, 2018, Evolutionary Computation and Complex Networks, http://dx.doi.org/10.1007/978-3-319-60000-0
    Books | 2016
    2016, Recent Advances in Computational Intelligence in Defense and Security, Abielmona R; Falcon R; Zincir-Heywood N; Abbass HA, (eds.), Springer International Publishing, http://dx.doi.org/10.1007/978-3-319-26450-9
    Books | 2014
    Abbass HA, 2014, Computational Red Teaming: Risk Analytics of Big-Data-to-Decisions Intelligent Systems, Abbass H, (ed.), Springer, Switzerland, http://dx.doi.org/10.1007/978-3-319-08281-3
    Books | 2014
    Green DG; Liu J; Abbass HA, 2014, Dual Phase Evolution, Springer, http://www.springer.com/engineering/computational+intelligence+and+complexity/book/978-1-4419-8422-7
    Books | 2005
    Abbass HA; Bossomaier T; Wiles J, 2005, Preface
    Books | 2005
    Abbass HA; Bossomaier T; Wiles J, 2005, Recent advances in artificial life, http://dx.doi.org/10.1142/5992
  • Book Chapters | 2023
    Dam T; Pratama M; Ferdaus MM; Anavatti S; Abbas H, 2023, 'Scalable Adversarial Online Continual Learning', in , pp. 373 - 389, http://dx.doi.org/10.1007/978-3-031-26409-2_23
    Book Chapters | 2022
    Kasmarik K; Liu X; Abbass H, 2022, 'Design and Validation of a Mini-Game for Player Motive Profiling', in Women in Computational Intelligence: Key Advances and Perspectives on Emerging Topics, Springer, pp. 103 - 129, http://dx.doi.org/10.1007/978-3-030-79092-9_5
    Book Chapters | 2021
    Abbass HA; Hunjet RA, 2021, 'Smart Shepherding: Towards Transparent Artificial Intelligence Enabled Human-Swarm Teams', in Unmanned System Technologies, pp. 1 - 28, http://dx.doi.org/10.1007/978-3-030-60898-9_1
    Book Chapters | 2021
    Baxter D; Garratt M; Abbass H, 2021, 'Simulating Single and Multiple Sheepdogs Guidance of a Sheep Swarm', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 51 - 65, http://dx.doi.org/10.1007/978-3-030-60898-9_3
    Book Chapters | 2021
    Campbell B; El-Fiqi H; Hunjet R; Abbass H, 2021, 'Distributed Multi-agent Shepherding with Consensus', in Advances in Swarm Intelligence, pp. 168 - 181, http://dx.doi.org/10.1007/978-3-030-78811-7_17
    Book Chapters | 2021
    Debie E; Fernandez Rojas R; fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2021, 'Transparent Shepherding: A Rule-Based Learning Shepherd for Human Swarm Teaming', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 267 - 292, http://dx.doi.org/10.1007/978-3-030-60898-9_12
    Book Chapters | 2021
    El-Fiqi H; Kasmarik K; Abbass H, 2021, 'Logical Shepherd Assisting Air Traffic Controllers for Swarm UAV Traffic Control Systems', in Abbass H; Robert H (ed.), Shepherding UxVs for Human-Swarm Teaming: An Artificial Intelligence Approach to Unmanned X Vehicles, Springer International Publishing, pp. 245 - 263, http://dx.doi.org/10.1007/978-3-030-60898-9_11
    Book Chapters | 2021
    Fernandez Rojas R; Debie E; fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2021, 'Human Performance Operating Picture for Shepherding a Swarm of Autonomous Vehicles', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 293 - 323, http://dx.doi.org/10.1007/978-3-030-60898-9_13
    Book Chapters | 2021
    Francis S; Anavatti SG; Garratt M; Abbass HA, 2021, 'Real-Time Multi-obstacle Detection and Tracking Using a Vision Sensor for Autonomous Vehicle', in Communication and Intelligent Systems, pp. 873 - 883, http://dx.doi.org/10.1007/978-981-16-1089-9_67
    Book Chapters | 2021
    Hussein A; Abbass HA, 2021, 'Stable Belief Estimation in Shepherd-Assisted Swarm Collective Decision Making', in Shepherding UxVs for Human-Swarm Teaming: An Artificial Intelligence Approach to Unmanned X Vehicles, Springer International Publishing, pp. 165 - 185, http://dx.doi.org/10.1007/978-3-030-60898-9_8
    Book Chapters | 2021
    Liu J; Anavatti S; Garratt M; Abbass HA, 2021, 'Marriage in Honey Bees Optimization in Continuous Domains', in Handbook of AI-based Metaheuristics, CRC Press, pp. 43 - 72, http://dx.doi.org/10.1201/9781003162841-4
    Book Chapters | 2021
    Liu J; Garratt M; Anavatti S; Abbass H, 2021, 'Mission Planning for Shepherding a Swarm of Uninhabited Aerial Vehicles', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 87 - 114, http://dx.doi.org/10.1007/978-3-030-60898-9_5
    Book Chapters | 2021
    Long N; Garratt M; sammut K; sgarioto D; Abbass H, 2021, 'Shepherding Autonomous Goal-Focused Swarms in Unknown Environments Using Hilbert Space-Filling Paths', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 31 - 50, http://dx.doi.org/10.1007/978-3-030-60898-9_2
    Book Chapters | 2021
    Nguyen H; Garratt M; Abbass H, 2021, 'Apprenticeship Bootstrapping Reinforcement Learning for Sky Shepherding of a Ground Swarm in Gazebo', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 207 - 243, http://dx.doi.org/10.1007/978-3-030-60898-9_10
    Book Chapters | 2020
    Abbass HA, 2020, 'An Introduction to Neuroergonomics: From Brains at Work to Human-Swarm Teaming', in Cognitive Science and Technology, pp. 3 - 10, http://dx.doi.org/10.1007/978-3-030-34784-0_1
    Book Chapters | 2020
    Yaxley KJ; Joiner K; Abbass H; Bogais J, 2020, 'Life-learning of smart autonomous systems for meaningful human-autonomy teaming', in Handley H; Tolk A (ed.), A Framework for Human System Engineering: Applications and Case Studies, IEEE Wiley, pp. 43 - 61, http://dx.doi.org/10.1002/9781119698821.ch4
    Book Chapters | 2018
    Abbass HA; Scholz J; Reid DJ, 2018, 'Foundations of Trusted Autonomy Preface', in Abbass HA; Scholz J; Reid DJ (ed.), FOUNDATIONS OF TRUSTED AUTONOMY, SPRINGER INTERNATIONAL PUBLISHING AG, pp. IX - IX, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000446848400002&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Book Chapters | 2018
    Abbass HA; Scholz J; Reid DJ, 2018, 'Foundations of trusted autonomy: An introduction', in Foundations of Trusted Autonomy, Springer, pp. 1 - 12, http://dx.doi.org/10.1007/978-3-319-64816-3_1
    Book Chapters | 2018
    Wang M; Abbass H; Hu J, 2018, 'EEG-based biometrics for person identification and continuous authentication', in Information Security Foundations Technologies and Applications, IET, http://dx.doi.org/10.1049/PBSE001E_ch13
    Book Chapters | 2016
    Abielmona R; Falcon R; Zincir-Heywood N; Abbass H, 2016, 'Recent Advances in Computational Intelligence in Defense and Security', in Studies in Computational Intelligence, pp. 1 - 9, http://dx.doi.org/10.1007/978-3-319-26450-9_1
    Book Chapters | 2012
    Tuček DC; Mount WM; Abbass HA, 2012, 'Neural and Speech Indicators of Cognitive Load for Sudoku Game Interfaces', in Neural Information Processing, Springer Nature, pp. 210 - 217, http://dx.doi.org/10.1007/978-3-642-34475-6_26
    Book Chapters | 2004
    Yang A; Abbass HA; Sarker R, 2004, 'Landscape Dynamics in Multi–agent Simulation Combat Systems', in Lecture Notes in Computer Science, Springer Berlin Heidelberg, pp. 39 - 50, http://dx.doi.org/10.1007/978-3-540-30549-1_4
    Book Chapters | 2002
    Bagirov AM; Rubinov AM; Yearwood J, 2002, 'A Heuristic Algorithm for Feature Selection Based on Optimization Techniques', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 13 - 26, http://dx.doi.org/10.4018/978-1-930708-26-6.ch002
    Book Chapters | 2002
    Macrossan P; Mengersen K, 2002, 'Bayesian Learning', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 108 - 121, http://dx.doi.org/10.4018/978-1-930708-26-6.ch007
    Book Chapters | 2002
    de Carvalho A; Braga AP; Rezende SO; Martineli E; Ludermir T, 2002, 'Understanding Credit Card User's Behaviour', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 241 - 262, http://dx.doi.org/10.4018/978-1-930708-26-6.ch013
  • Edited Books | 2018
    Abbass H; Scholz J; Reid DR, (eds.), 2018, Foundations of Trusted Autonomy, Springer International Publishing, http://dx.doi.org/10.1007/978-3-319-64816-3
    Edited Books | 2011
    , 2011, Artificial Life, Springer US, http://dx.doi.org/10.1007/978-0-387-30164-8_34
  • Journal articles | 2024
    Abbass H; Crockett K; Garibaldi J; Gegov A; Kaymak U; Sousa JMC, 2024, 'Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI)', IEEE Transactions on Artificial Intelligence, 5, pp. 4310 - 4314, http://dx.doi.org/10.1109/TAI.2024.3439048
    Journal articles | 2024
    Hepworth AJ; Hussein ASM; Reid DJ; Abbass HA, 2024, 'Contextually aware intelligent control agents for heterogeneous swarms', Swarm Intelligence, http://dx.doi.org/10.1007/s11721-024-00235-w
    Journal articles | 2024
    Liu J; Anavatti S; Garratt M; Abbass HA, 2024, 'A hierarchical mission planning system for multi-uncrewed ground vehicles using fast cost evaluation and ant colony optimisation', Information Sciences, 679, http://dx.doi.org/10.1016/j.ins.2024.121029
    Journal articles | 2024
    Song Y; Wu D; Coello CAC; Yannakakis GN; Cheung Y-M; Abbass H, 2024, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 19, pp. 9 - 11, http://dx.doi.org/10.1109/mci.2024.3402771
    Journal articles | 2024
    Song Y; Wu D; Coello CAC; Yannakakis GN; Tang H; Cheung Y-M; Abbass H, 2024, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 19, pp. 12 - 15, http://dx.doi.org/10.1109/mci.2024.3446108
    Journal articles | 2024
    Song Y; Wu D; Coello CAC; Yannakakis GN; Tang H; Cheung Y-M; Abbass H, 2024, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 19, pp. 15 - 128, http://dx.doi.org/10.1109/mci.2024.3365235
    Journal articles | 2024
    Tsang I; Ong YS; Abbass H, 2024, 'Conference Report on 2024 IEEE Conference on Artificial Intelligence (IEEE CAI 2024)', IEEE Computational Intelligence Magazine, 19, pp. 5 - 8, http://dx.doi.org/10.1109/MCI.2024.3446069
    Journal articles | 2024
    Tsang I; Ong YS; Abbass H, 2024, 'Message from the General Chairs', Proceedings - 2024 IEEE Conference on Artificial Intelligence, CAI 2024, pp. XXXIX, http://dx.doi.org/10.1109/CAI59869.2024.00005
    Journal articles | 2024
    Vahidnia S; Abbasi A; Abbass H, 2024, 'A temporal ontology guided clustering methodology with a case study on detection and tracking of artificial intelligence topics[Formula presented]', Expert Systems with Applications, 247, http://dx.doi.org/10.1016/j.eswa.2024.123279
    Journal articles | 2023
    Abbass H, 2023, 'Editorial Interdisciplinary Artificial Intelligence Research With Machine Education as an Example', IEEE Transactions on Artificial Intelligence, 4, pp. 399 - 401, http://dx.doi.org/10.1109/TAI.2023.3267663
    Journal articles | 2023
    Hepworth AJ; Hussein A; Reid DJ; Abbass HA, 2023, 'Swarm analytics: Designing information markers to characterise swarm systems in shepherding contexts', Adaptive Behavior, 31, pp. 323 - 349, http://dx.doi.org/10.1177/10597123221137090
    Journal articles | 2023
    Mohamed RE; Hunjet R; Elsayed S; Abbass H, 2023, 'Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding', IEEE Transactions on Emerging Topics in Computational Intelligence, 7, pp. 661 - 683, http://dx.doi.org/10.1109/TETCI.2022.3195178
    Journal articles | 2023
    Nguyen H; Hussein A; Garratt MA; Abbass HA, 2023, 'Swarm Metaverse for Multi-Level Autonomy Using Digital Twins', Sensors, 23, http://dx.doi.org/10.3390/s23104892
    Journal articles | 2023
    Song Y; Wu D; Coello CAC; Yannakakis GN; Tang H; Cheung Y-M; Abbass H, 2023, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 18, pp. 10 - 86, http://dx.doi.org/10.1109/mci.2023.3278555
    Journal articles | 2023
    Song Y; Wu D; Coello CAC; Yannakakis GN; Tang H; Cheung Y-M; Abbass H, 2023, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 18, pp. 13 - 15, http://dx.doi.org/10.1109/mci.2023.3248759
    Journal articles | 2023
    Song Y; Wu D; Coello CAC; Yannakakis GN; Tang H; Cheung Y-M; Abbass H, 2023, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 18, pp. 17 - 19, http://dx.doi.org/10.1109/mci.2022.3223500
    Journal articles | 2023
    Song Y; Wu D; Coello CAC; Yannakakis GN; Tang H; Cheung YM; Abbass H, 2023, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 18, pp. 10 - 12, http://dx.doi.org/10.1109/MCI.2023.3306163
    Journal articles | 2022
    Abbass HA; Petraki E; Hunjet R, 2022, 'JSwarm: A Jingulu-Inspired Human-AI-Teaming Language for Context-Aware Swarm Guidance', Frontiers in Physics, 10, http://dx.doi.org/10.3389/fphy.2022.944064
    Journal articles | 2022
    Dam T; Anavatti SG; Abbass HA, 2022, 'Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification', IEEE Geoscience and Remote Sensing Letters, 19, http://dx.doi.org/10.1109/LGRS.2020.3041864
    Journal articles | 2022
    Dong X; Garratt MA; Anavatti SG; Abbass HA, 2022, 'MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation', IEEE Transactions on Intelligent Transportation Systems, 23, pp. 20134 - 20147, http://dx.doi.org/10.1109/TITS.2022.3179365
    Journal articles | 2022
    Dong X; Garratt MA; Anavatti SG; Abbass HA, 2022, 'Towards Real-Time Monocular Depth Estimation for Robotics: A Survey', IEEE Transactions on Intelligent Transportation Systems, 23, pp. 16940 - 16961, http://dx.doi.org/10.1109/TITS.2022.3160741
    Journal articles | 2022
    Hepworth AJ; Baxter DP; Abbass HA, 2022, 'Onto4MAT: A Swarm Shepherding Ontology for Generalized Multiagent Teaming', IEEE Access, 10, pp. 59843 - 59861, http://dx.doi.org/10.1109/ACCESS.2022.3180032
    Journal articles | 2022
    Hussein A; Elsawah S; Petraki E; Abbass HA, 2022, 'A machine education approach to swarm decision-making in best-of-n problems', Swarm Intelligence, 16, pp. 59 - 90, http://dx.doi.org/10.1007/s11721-021-00206-5
    Journal articles | 2022
    Hussein A; Ghignone L; Nguyen T; Salimi N; Nguyen H; Wang M; Abbass HA, 2022, 'Characterization of Indicators for Adaptive Human-Swarm Teaming', Frontiers in Robotics and AI, 9, pp. 745958, http://dx.doi.org/10.3389/frobt.2022.745958
    Journal articles | 2022
    Liu J; Anavatti S; Garratt M; Abbass HA, 2022, 'Modified continuous Ant Colony Optimisation for multiple Unmanned Ground Vehicle path planning', Expert Systems with Applications, 196, http://dx.doi.org/10.1016/j.eswa.2022.116605
    Journal articles | 2022
    Liu J; Anavatti S; Garratt M; Abbass HA, 2022, 'Multi-operator continuous ant colony optimisation for real world problems', Swarm and Evolutionary Computation, 69, http://dx.doi.org/10.1016/j.swevo.2021.100984
    Journal articles | 2022
    Liu J; Anavatti S; Garratt M; Tan KC; Abbass HA, 2022, 'A survey, taxonomy and progress evaluation of three decades of swarm optimisation', Artificial Intelligence Review, 55, pp. 3607 - 3725, http://dx.doi.org/10.1007/s10462-021-10095-z
    Journal articles | 2022
    Song Y; Garibaldi J; Coello CAC; Yannakakis GN; Tang H; Ong YS; Abbass H, 2022, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 17, pp. 10 - 12, http://dx.doi.org/10.1109/mci.2021.3129952
    Journal articles | 2022
    Song Y; Garibaldi J; Coello CAC; Yannakakis GN; Tang H; Ong YS; Abbass H, 2022, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 17, pp. 11 - 13, http://dx.doi.org/10.1109/mci.2022.3155328
    Journal articles | 2022
    Song Y; Garibaldi J; Coello CAC; Yannakakis GN; Tang H; Ong YS; Abbass H, 2022, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 17, pp. 11 - 13, http://dx.doi.org/10.1109/mci.2022.3180882
    Journal articles | 2022
    Yaxley K; Reid A; Kenworthy C; Hossny M; Baxter D; Spaulding T; Allworth BM; McGrath SR; Joiner K; Abbass H, 2022, 'Building a Sky Shepherd for the future of agriculture', Smart Agricultural Technology, 3, http://dx.doi.org/10.1016/j.atech.2022.100137
    Journal articles | 2021
    Abbass H; Petraki E; Hussein A; McCall F; Elsawah S, 2021, 'A model of symbiomemesis: Machine education and communication as pillars for human-autonomy symbiosis', Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 379, http://dx.doi.org/10.1098/rsta.2020.0364
    Journal articles | 2021
    Abbass H, 2021, 'Editorial: What is Artificial Intelligence?', IEEE Transactions on Artificial Intelligence, 2, pp. 94 - 95, http://dx.doi.org/10.1109/TAI.2021.3096243
    Journal articles | 2021
    Dam T; Anavatti SG; Abbass HA, 2021, 'Improving ClusterGAN Using Self-Augmented Information Maximization of Disentangling Latent Spaces', , http://arxiv.org/abs/2107.12706v2
    Journal articles | 2021
    Debie E; El-Fiqi H; Fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2021, 'Autonomous recommender system for reconnaissance tasks using a swarm of UAVs and asynchronous shepherding', Human-Intelligent Systems Integration, 3, pp. 175 - 186, http://dx.doi.org/10.1007/s42454-020-00024-w
    Journal articles | 2021
    El-Fiqi H; Wang M; Kasmarik K; Bezerianos A; TAN KC; Abbass H, 2021, 'Weighted Gate Layer Autoencoders', IEEE Transactions on Cybernetics, 52, pp. 7242 - 7253, http://dx.doi.org/10.1109/TCYB.2021.3049583
    Journal articles | 2021
    He H; Coello Coello CA; Togelius J; Jin Y; Ong Y-S; Abbass H, 2021, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 16, pp. 18 - 20, http://dx.doi.org/10.1109/mci.2020.3039065
    Journal articles | 2021
    He H; Garibaldi J; Coello CAC; Togelius J; Jin Y; Ong Y-S; Abbass H, 2021, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 16, pp. 14 - 16, http://dx.doi.org/10.1109/mci.2021.3108300
    Journal articles | 2021
    He H; Garibaldi J; Coello CAC; Togelius J; Jin Y; Ong YS; Abbass H, 2021, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 16, pp. 5 - 94, http://dx.doi.org/10.1109/mci.2021.3084390
    Journal articles | 2021
    He H; Garibaldi J; Coello Coello CA; Togelius J; Jin Y; Ong YS; Abbass H, 2021, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 16, pp. 11 - 76, http://dx.doi.org/10.1109/mci.2021.3061853
    Journal articles | 2021
    Hepworth AJ; Baxter DP; Hussein A; Yaxley KJ; Debie E; Abbass HA, 2021, 'Human-Swarm-Teaming Transparency and Trust Architecture', IEEE/CAA Journal of Automatica Sinica, 8, pp. 1281 - 1295, http://dx.doi.org/10.1109/JAS.2020.1003545
    Journal articles | 2021
    Liu X; Kasmarik K; Abbass H, 2021, 'Assessing Player Profiles of Achievement, Affiliation and Power Motivation using Electroencephalography', IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 52, pp. 3648 - 3658, http://dx.doi.org/10.1109/TSMC.2021.3073216
    Journal articles | 2021
    Simpson J; Oosthuizen R; Sawah SE; Abbass H, 2021, 'Agile, Antifragile, Artificial-Intelligence-Enabled, Command and Control', , http://arxiv.org/abs/2109.06874v1
    Journal articles | 2021
    Vahidnia S; Abbasi A; Abbass HA, 2021, 'Embedding-based Detection and Extraction of Research Topics from Academic Documents Using Deep Clustering', Journal of Data and Information Science, 6, pp. 99 - 122, http://dx.doi.org/10.2478/jdis-2021-0024
    Journal articles | 2021
    Wang M; Kasmarik K; Bezerianos A; Tan KC; Abbass H, 2021, 'On the channel density of EEG signals for reliable biometric recognition', Pattern Recognition Letters, 147, http://dx.doi.org/10.1016/j.patrec.2021.04.003
    Journal articles | 2021
    Yaxley KJ; Joiner K; Abbass H, 2021, 'Drone approach parameters leading to lower stress sheep flocking and movement: Sky Shepherding', Scientific Reports, 11, pp. 1 - 9, http://dx.doi.org/10.1038/s41598-021-87453-y
    Journal articles | 2020
    Abbass H, 2020, 'Editorial: Artificial Intelligence: A New Transactions', IEEE Transactions on Artificial Intelligence, 1, pp. 2 - 4, http://dx.doi.org/10.1109/TAI.2020.3035827
    Journal articles | 2020
    Abbass H, 2020, 'Interview with Founding Editor-in-Chief of IEEE Transactions on Artificial Intelligence', IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 15, pp. 4 - 8, http://dx.doi.org/10.1109/MCI.2020.2998228
    Journal articles | 2020
    El-Fiqi H; Campbell B; Elsayed S; Perry A; Singh HK; Hunjet R; Abbass HA, 2020, 'The Limits of Reactive Shepherding Approaches for Swarm Guidance', IEEE Access, 8, pp. 214658 - 214671, http://dx.doi.org/10.1109/ACCESS.2020.3037325
    Journal articles | 2020
    Elsayed S; Singh H; Debie E; Perry A; Campbell B; Hunjel R; Abbass H, 2020, 'Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution', 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2194 - 2201, http://dx.doi.org/10.1109/SSCI47803.2020.9308572
    Journal articles | 2020
    Fernandez Rojas R; Debie E; Fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2020, 'Electroencephalographic Workload Indicators During Teleoperation of an Unmanned Aerial Vehicle Shepherding a Swarm of Unmanned Ground Vehicles in Contested Environments', Frontiers in Neuroscience, 14, http://dx.doi.org/10.3389/fnins.2020.00040
    Journal articles | 2020
    Hepworth A; yaxley K; Baxter D; Joiner K; Abbass H, 2020, 'Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures', , http://dx.doi.org/10.36227/techrxiv.12834002
    Journal articles | 2020
    Hussein A; Elsawah S; Abbass HA, 2020, 'The reliability and transparency bases of trust in human-swarm interaction: principles and implications', Ergonomics, 63, pp. 1116 - 1132, http://dx.doi.org/10.1080/00140139.2020.1764112
    Journal articles | 2020
    Hussein A; Elsawah S; Abbass HA, 2020, 'Trust Mediating Reliability–Reliance Relationship in Supervisory Control of Human–Swarm Interactions', Human Factors, 62, pp. 1237 - 1248, http://dx.doi.org/10.1177/0018720819879273
    Journal articles | 2020
    Long NK; Sammut K; Sgarioto D; Garratt M; Abbass HA, 2020, 'A Comprehensive review of shepherding as a bio-inspired swarm-robotics guidance approach', IEEE Transactions on Emerging Topics in Computational Intelligence, 4, pp. 523 - 537, http://dx.doi.org/10.1109/TETCI.2020.2992778
    Journal articles | 2020
    Nguyen DT; Kasmarik KE; Abbass HA, 2020, 'Towards Interpretable ANNs: An Exact Transformation to Multi-Class Multivariate Decision Trees', , http://arxiv.org/abs/2003.04675v4
    Journal articles | 2020
    Nguyen HT; Nguyen TD; Tran VP; Garratt M; Kasmarik K; Anavatti S; Barlow M; Abbass HA, 2020, 'Continuous Deep Hierarchical Reinforcement Learning for Ground-Air Swarm Shepherding', , http://arxiv.org/abs/2004.11543v4
    Journal articles | 2020
    Nguyen TD; Kasmarik KE; Abbass HA, 2020, 'Q-Learning with Differential Entropy of Q-Tables', , http://arxiv.org/abs/2006.14795v1
    Journal articles | 2020
    Vahidnia S; Abbasi A; Abbass H, 2020, 'A Framework for Understanding the Dynamics of Science: A Case Study on AI', Procedia Computer Science, http://dx.doi.org/10.1016/j.procs.2020.10.082
    Journal articles | 2020
    Wang M; Hu J; Abbass HA, 2020, 'BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs', Pattern Recognition, 105, http://dx.doi.org/10.1016/j.patcog.2020.107381
    Journal articles | 2020
    2020, 'IEEE SSCI 2020', IEEE Computational Intelligence Magazine, 15, pp. C4 - C4, http://dx.doi.org/10.1109/mci.2020.2998307
    Journal articles | 2019
    Abbass HA, 2019, 'Social Integration of Artificial Intelligence: Functions, Automation Allocation Logic and Human-Autonomy Trust', Cognitive Computation, 11, pp. 159 - 171, http://dx.doi.org/10.1007/s12559-018-9619-0
    Journal articles | 2019
    Debie E; Fernandez Rojas R; Fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2019, 'Multi-Modal Fusion for Objective Assessment of Cognitive Workload: A Review', IEEE Transactions on Cybernetics, 51, pp. 1542 - 1555, http://dx.doi.org/10.1109/TCYB.2019.2939399
    Journal articles | 2019
    El-Fiqi H; Petraki E; Abbass HA, 2019, 'Network motifs for translator stylometry identification', PLoS ONE, 14, pp. e0211809, http://dx.doi.org/10.1371/journal.pone.0211809
    Journal articles | 2019
    Fernandez-Rojas R; Perry A; Singh H; Campbell B; Elsayed S; Hunjet R; Abbass HA, 2019, 'Contextual Awareness in Human-Advanced-Vehicle Systems: A Survey', IEEE Access, 7, pp. 33304 - 33328, http://dx.doi.org/10.1109/ACCESS.2019.2902812
    Journal articles | 2019
    Wang M; El-Fiqi H; Hu J; Abbass HA, 2019, 'Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human States', IEEE Transactions on Information Forensics and Security, 14, pp. 3359 - 3372, http://dx.doi.org/10.1109/TIFS.2019.2916403
    Journal articles | 2018
    Abbass H; Harvey J; Yaxley K, 2018, 'Lifelong Testing of Smart Autonomous Systems by Shepherding a Swarm of Watchdog Artificial Intelligence Agents', , http://arxiv.org/abs/1812.08960v1
    Journal articles | 2018
    Abbass HA; Fogel G; Fidock J, 2018, 'Guest Editorial: Special Issue on Human-Machine Symbiosis', IEEE Transactions on Emerging Topics in Computational Intelligence, 2, pp. 246 - 248, http://dx.doi.org/10.1109/TETCI.2018.2853518
    Journal articles | 2018
    Abbass HA; Fogel GB; Fidock J, 2018, 'Corrections to: Guest Editorial: Special Issue on Human-Machine Symbiosis (IEEE Transactions on Emerging Topics in Computational Intelligence (2018) 2:4 (246-248) DOI: 10.1109/TETCI.2018.2853518)', IEEE Transactions on Emerging Topics in Computational Intelligence, 2, pp. 410, http://dx.doi.org/10.1109/TETCI.2018.2867053
    Journal articles | 2018
    Goh SK; Abbass HA; Tan KC; Al-Mamun A; Thakor N; Bezerianos A; Li J, 2018, 'Spatio-spectral representation learning for electroencephalographic gait-pattern classification', IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26, pp. 1858 - 1867, http://dx.doi.org/10.1109/TNSRE.2018.2864119
    Journal articles | 2018
    Greenwood GW; Abbass HA; Petraki E, 2018, 'When is altruistic punishment useful in social dilemmas?', BioSystems, 174, pp. 60 - 62, http://dx.doi.org/10.1016/j.biosystems.2018.10.015
    Journal articles | 2018
    Harvey J; Merrick K; Abbass H, 2018, 'Assessing Human Judgement of Computationally Generated Swarming', Frontiers Robotics and AI
    Journal articles | 2018
    Keshk M; Singh H; Abbass H, 2018, 'Automatic estimation of differential evolution parameters using Hidden Markov Models', Evolutionary Intelligence, 10, pp. 77 - 93, http://dx.doi.org/10.1007/s12065-018-0153-5
    Journal articles | 2018
    Tang J; Leu G; Abbass HA; Tang J, 2018, 'Networking the Boids Is More Robust Against Adversarial Learning', IEEE Transactions on Network Science and Engineering, 5, pp. 141 - 155, http://dx.doi.org/10.1109/TNSE.2017.2745108
    Journal articles | 2018
    Wang K; Bui V; Petraki E; Abbass H, 2018, 'Human–Guided Evolutionary Story Narration', IEEE Access, 99, pp. 13783 - 13802, http://dx.doi.org/10.1109/ACCESS.2018.2797879
    Journal articles | 2018
    Xiao M; Cai K; Abbass HA, 2018, 'Hybridized encoding for evolutionary multi-objective optimization of air traffic network flow: A case study on China', Transportation Research Part E: Logistics and Transportation Review, 115, pp. 35 - 55, http://dx.doi.org/10.1016/j.tre.2018.04.011
    Journal articles | 2018
    Yang Z; Merrick K; Abbass H, 2018, 'Hierarchical Deep Reinforcement Learning for Continuous Action Control', IEEE Transactions on Neural Networks and Learning Systems, 29, pp. 5174 - 5184, http://dx.doi.org/10.1109/TNNLS.2018.2805379
    Journal articles | 2018
    Hussein A; Ghignone L; Nguyen T; Salimi N; Nguyen H; Wang M; Abbass HA, 2018, 'Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey',
    Journal articles | 2017
    Gee SB; Tan KC; Abbass HA, 2017, 'A Benchmark Test Suite for Dynamic Evolutionary Multiobjective Optimization', IEEE Transactions on Cybernetics, 47, pp. 461 - 472, http://dx.doi.org/10.1109/TCYB.2016.2519450
    Journal articles | 2017
    Goh SK; Abbass HA; Tan KC; Al-Mamun A; Wang C; Guan C, 2017, 'Automatic EEG Artifact Removal Techniques by Detecting Influential Independent Components', IEEE Transactions on Emerging Topics in Computational Intelligence, 1, pp. 270 - 279, http://dx.doi.org/10.1109/tetci.2017.2690913
    Journal articles | 2017
    Liu X; Merrick K; Abbass H, 2017, 'Towards Electroencephalographic Profiling of Player Motivation: A Survey', IEEE Transactions on Cognitive and Developmental Systems, 10, pp. 499 - 513, http://dx.doi.org/10.1109/TCDS.2017.2726083
    Journal articles | 2017
    Shafi K; Abbass HA, 2017, 'A Survey of Learning Classifier Systems in Games', IEEE Computational Intelligence Magazine, 12, pp. 42 - 55, http://dx.doi.org/10.1109/MCI.2016.2627670
    Journal articles | 2017
    Wang SL; Shafi K; Ng TF; Lokan C; Abbass HA, 2017, 'Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation Environment', IEEE Transactions on Emerging Topics in Computational Intelligence, 1, pp. 27 - 40, http://dx.doi.org/10.1109/TETCI.2016.2641929
    Journal articles | 2017
    Zhang B; Shafi K; Abbass H, 2017, 'On Benchmark Problems and Metrics for Decision Space Performance Analysis in Multi-Objective Optimization', International Journal of Computational Intelligence and Applications, 16, http://dx.doi.org/10.1142/S1469026817500067
    Journal articles | 2016
    Abbass H; Greenwood G; Petraki E, 2016, 'The N-Player Trust Game and its Replicator Dynamics', IEEE Transactions on Evolutionary Computation, 20, pp. 470 - 474, http://dx.doi.org/10.1109/TEVC.2015.2484840
    Journal articles | 2016
    Abbass H; Leu G; Merrick K, 2016, 'A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data', IEEE Access, 4, pp. 2808 - 2830, http://dx.doi.org/10.1109/ACCESS.2016.2571058
    Journal articles | 2016
    El-Fiqi H; Petraki E; Abbass HA, 2016, 'Pairwise Comparative Classification for Translator Stylometric Analysis', ACM Transactions on Asian and Low-Resource Language Information Processing, 16, pp. 1 - 26, http://dx.doi.org/10.1145/2898997
    Journal articles | 2016
    Ghoneim A; Abbass HA, 2016, 'A multiobjective distance separation methodology to determine sector-level minimum separation for safe air traffic scenarios', European Journal of Operational Research, 253, pp. 226 - 240, http://dx.doi.org/10.1016/j.ejor.2016.02.031
    Journal articles | 2016
    Goh SK; Abbass HA; Tan KC; Al-Mamun A, 2016, 'Decompositional independent component analysis using multi-objective optimization', Soft Computing, 20, pp. 1289 - 1304, http://dx.doi.org/10.1007/s00500-015-1587-7
    Journal articles | 2016
    Leu G; Abbass H, 2016, 'A multi-disciplinary review of knowledge acquisition methods: From human to autonomous eliciting agents', Knowledge-Based Systems, 105, pp. 1 - 22, http://dx.doi.org/10.1016/j.knosys.2016.02.012
    Journal articles | 2016
    Qiu X; Xu JX; Tan KC; Abbass HA, 2016, 'Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization', IEEE Transactions on Evolutionary Computation, 20, pp. 232 - 244, http://dx.doi.org/10.1109/TEVC.2015.2433672
    Journal articles | 2016
    Wang B; Merrick K; Abbass H, 2016, 'Cooperative co-evolutionary neural networks for mining functional association rules', IEEE Transactions on Neural Networks and Learning Systems, 18 March 2016, http://dx.doi.org/10.1109/TNNLS.2016.2536104
    Journal articles | 2016
    Xiong J; Leus R; Yang Z; Abbass HA, 2016, 'Evolutionary multi-objective resource allocation and scheduling in the Chinese navigation satellite system project', European Journal of Operational Research, 251, pp. 662 - 675, http://dx.doi.org/10.1016/j.ejor.2015.11.031
    Journal articles | 2015
    Abbass HA; Petraki E; Merrick K; Harvey J; Barlow M, 2015, 'Trusted Autonomy and Cognitive Cyber Symbiosis: Open Challenges', Cognitive Computation, 8, pp. 385 - 408, http://dx.doi.org/10.1007/s12559-015-9365-5
    Journal articles | 2015
    Goh SK; Abbass HA; Tan KC; Al-Mamun A, 2015, 'Decompositional independent component analysis using multi-objective optimization', Soft Computing, http://dx.doi.org/10.1007/s00500-015-1587-7
    Journal articles | 2015
    Harvey J; Merrick K; Abbass HA, 2015, 'Application of chaos measures to a simplified boids flocking model', Swarm Intelligence, 9, pp. 23 - 41, http://dx.doi.org/10.1007/s11721-015-0103-0
    Journal articles | 2015
    Schiechowski M; Merrick K; Mandziuk J; Abbass H, 2015, 'Human Machine Cooperation Loop in Game Playing', International Journal on Advances in Intelligent Systems, 8, pp. 310 - 323, https://www.thinkmind.org/index.php?view=article&articleid=intsys_v8_n34_2015_8
    Journal articles | 2014
    Abbass HA; Tang J; Amin R; Ellejmi M; Kirby S, 2014, 'The computational air traffic control brain: Computational red teaming and big data for real-time seamless brain-traffic integration', Journal of Air Traffic Control, 52, pp. 10 - 17, http://www.atca.org/journal
    Journal articles | 2014
    Abbass HA; tang ; Ellejmi M; Kirby S, 2014, 'Visual and auditory reaction time for air traffic controllers using quantitative electroencephalograph (QEEG) data', Brain Informatics, 1, pp. 39 - 45, http://dx.doi.org/10.1007/s40708-014-0005-8
    Journal articles | 2014
    Leu G; Curtis NJ; Abbass HA, 2014, 'Society of Mind cognitive agent architecture applied to drivers adapting in a traffic context', Adaptive Behavior, 22, pp. 123 - 145, http://dx.doi.org/10.1177/1059712313509652
    Journal articles | 2014
    Leu G; Tang J; Abbass H, 2014, 'On the Role of Working Memory in Trading-Off Skills and Situation Awareness in Sudoku', Lecture Notes in Computer Science, 88, pp. 571 - 578, http://dx.doi.org/10.1007/978-3-319-12643-2_69
    Journal articles | 2014
    Nguyen L; Bui LT; Abbass HA, 2014, 'DMEA-II: the direction-based multi-objective evolutionary algorithm-II', Soft Computing, 18, pp. 2119 - 2134, http://dx.doi.org/10.1007/s00500-013-1187-3
    Journal articles | 2014
    Nguyen L; Bui LT; Abbass HA, 2014, 'DMEA-II: the direction-based multi-objective evolutionary algorithm-II', Soft Computing, 18, pp. 2119 - 2134, http://dx.doi.org/10.1007/s00500-013-1187-3
    Journal articles | 2014
    Xiong J; Leus R; Yang Z; Abbass HA, 2014, 'Evolutionary multi-objective resource allocation and scheduling in the Chinese navigation satellite system project', European Journal of Operational Research, http://dx.doi.org/10.1016/j.ejor.2015.11.031
    Journal articles | 2014
    Xiong J; Liu J; Chen Y; Abbass H, 2014, 'A Knowledge-based Evolutionary Multi-objective Approach for Stochastic Extended Resource Investment Project Scheduling Problems', IEEE Transactions on Evolutionary Computation, 18, pp. 742 - 763, http://dx.doi.org/10.1109/TEVC.2013.2283916
    Journal articles | 2014
    Zhao W; Alam S; Abbass HA, 2014, 'MOCCA-II: A multi-objective co-operative co-evolutionary algorithm', Applied Soft Computing, 23, pp. 407 - 416, http://dx.doi.org/10.1016/j.asoc.2014.06.011
    Journal articles | 2013
    Abbass HA; Tucek DC; Kirby S; Ellejmi M, 2013, 'Brain Traffic Integration', Air Traffic Technology International, pp. 34 - 39
    Journal articles | 2013
    Alam S; Lokan CJ; Aldis GK; Barry SI; Butcher R, 2013, 'Systemic identification of airspace collision risk tipping points using an evolutionary multi-objective scenario-based methodology', Transportation Research Part C - Emerging Technologies, 35, pp. 57 - 84, http://dx.doi.org/10.1016/j.trc.2013.05.010
    Journal articles | 2013
    Leu G; Curtis NJ; Abbass H, 2013, 'Modeling and simulation of road traffic behavior: Artificial drivers with personality and emotions', Journal of Advanced Computational Intelligence and Intelligent Informatics, 17, pp. 851 - 861, http://dx.doi.org/10.20965/jaciii.2013.p0851
    Journal articles | 2013
    Wang S; Shafi K; Lokan CJ; Abbass HA, 2013, 'An agent-based model to simulate and analyse behaviour under noisy and deceptive information', Adaptive Behavior, 21, pp. 96 - 117, http://dx.doi.org/10.1177/1059712312472212
    Journal articles | 2013
    Zhao W; Alam S; Abbass HA, 2013, 'Evaluating ground-air network vulnerabilities in an integrated terminal maneuvering area using co-evolutionary computational red teaming', Transportation Research Part C - Emerging Technologies, 29, pp. 32 - 54, http://dx.doi.org/10.1016/j.trc.2012.12.003
    Journal articles | 2012
    Abbass HA; Leu G; Curtis N, 2012, 'Modeling and Evolving Human Behaviors and Emotions in Road Traffic Networks', Procedia - Social and Behavioral Sciences, 54, pp. 999 - 1009, http://dx.doi.org/10.1016/j.sbspro.2012.09.815
    Journal articles | 2012
    Alam S; Zhao W; Tang J; Lokan CJ; Ellejmi M; Kirby S; Abbass HA, 2012, 'Discovering Delay Patterns in Arrival Traffic with Dynamic Continuous Descent Approaches using Co-Evolutionary Red Teaming', Air Traffic Control Quaterly, 20, pp. 47 - 72, http://www.atca.org/atca/files/ccLibraryFiles/Filename/000000000707/Abstracts%2020-1.pdf
    Journal articles | 2012
    Bui LT; Abbass HA; Barlow MG; Bender A, 2012, 'Robustness against the decision-maker's attitude to risk in problems with conflicting objectives', IEEE Transactions on Evolutionary Computation, 16, pp. 1 - 19, http://dx.doi.org/10.1109/TEVC.2010.2051443
    Journal articles | 2012
    Bui VQ; pham V; Iorio A; Tang J; Alam S; Abbass HA, 2012, 'Bio-inspired robotics for air traffic weather information management', Transactions of the Institute of Measurement and Control, Online, 34, pp. 291 - 317, http://dx.doi.org/10.1177/0142331210366688
    Journal articles | 2012
    Liu J; Abbass HA; Green DG, 2012, 'Motif Difficulty (MD): A Novel Predictive Measure of Problem Difficulty for Evolutionary Algorithms based on Network Motifs', Evolutionary Computation, 20, pp. 1 - 27, http://dx.doi.org/10.1162/EVCO_a_00045
    Journal articles | 2012
    Shafi K; Bender A; Zhong W; Abbass HA, 2012, 'Spatio-temporal dynamics of security investments in an interdependent risk environment', Physica A - Statistical Mechanics and Its Applications, 391, pp. 5004 - 5017, http://dx.doi.org/10.1016/j.physa.2012.05.020
    Journal articles | 2011
    Abbass HA; Bender A; Gaidow G; Whitbread P, 2011, 'Computational red teaming: past, present and future', IEEE Computational Intelligence Magazine, 6, pp. 30 - 42, http://dx.doi.org/10.1109/MCI.2010.939578
    Journal articles | 2011
    Abbass HA; Petraki E, 2011, 'The causes for no causation: A computational perspective', Information Knowledge Systems Management, 10, pp. 51 - 74, http://dx.doi.org/10.3233/iks-2012-0185
    Journal articles | 2011
    Alam S; Nguyen MH; Abbass HA; Lokan C; Ellejmi M; Kirby S, 2011, 'Multi-aircraft dynamic continuous descent approach methodology for low-noise and emission guidance', Journal of Aircraft, 48, pp. 1225 - 1237, http://dx.doi.org/10.2514/1.C031241
    Journal articles | 2011
    Barbosa B; Bui LT; Abbass HA; Aguirre L; Braga AP, 2011, 'The use of coevolution and the artificial immune system for ensemble learning', Soft Computing, 15, pp. 1745 - 1747, http://dx.doi.org/10.1007/s00500-010-0613-z
    Journal articles | 2011
    Bui LT; Liu J; Bender A; Barlow MG; Wesolkowski S; Abbass HA, 2011, 'DMEA: a direction-based multiobjective evolutionary algorithm', Memetic Computing, 3, pp. 271 - 285, http://dx.doi.org/10.1007/s12293-011-0072-9
    Journal articles | 2011
    Liu J; Abbass HA; Zhong W; Green DG, 2011, 'Local-global interaction and the emergence of scale-free networks with community structures', Artificial Life, 17, pp. 263 - 279, http://dx.doi.org/10.1162/artl_a_00038
    Journal articles | 2011
    Shafi K; Abbass HA, 2011, 'Evaluation of an Adaptive Genetic-Based Signature Extraction System for Network Intrusion Detection', Pattern Analysis and Applications, pp. 1 - 18, http://dx.doi.org/10.1007/s10044-011-0255-5
    Journal articles | 2011
    Tang J; Alam S; Lokan CJ; Abbass HA, 2011, 'A multi-objective approach for Dynamic Airspace Sectorization using agent based and geometric models', Transportation Research Part C - Emerging Technologies, 21, pp. 89 - 121, http://dx.doi.org/10.1016/j.trc.2011.08.008
    Journal articles | 2011
    Zhong W; Abbass HA; Liu J; Bender A, 2011, 'Mixed Strategy and Coevolution Dynamics in Social Networks', Physica A - Statistical Mechanics and Its Applications, 390, pp. 410 - 417, http://dx.doi.org/10.1016/j.physa.2010.09.031
    Journal articles | 2010
    Pham V; Tang J; Alam S; Lokan CJ; Abbass HA, 2010, 'Aviation emission inventory development and analysis', Environmental Modelling and Software, Volume 25, pp. 1738 - 1753, http://dx.doi.org/10.1016/j.envsoft.2010.04.004
    Journal articles | 2010
    Wang S; Shafi K; Lokan CJ; Abbass HA, 2010, 'Adversarial learning: the impact of statistical sample selection techniques on neural ensembles', Evolving Sytems, 1, pp. 181 - 197, http://dx.doi.org/10.1007/s12530-010-9013-y
    Journal articles | 2009
    Abbass HA; Alam S; Bender A, 2009, 'MEBRA: Multiobjective evolutionary-based risk assessment', IEEE Computational Intelligence Magazine, 4, pp. 29 - 36, http://dx.doi.org/10.1109/MCI.2009.933098
    Journal articles | 2009
    Abbass HA; Bender A, 2009, 'The Pareto operating curve for risk minimization', Artificial Life and Robotics, 14, pp. 449 - 452
    Journal articles | 2009
    Alam S; Shafi K; Abbass HA; Barlow MG, 2009, 'An ensemble approach for conflict detection in Free Flight by data mining', Transportation Research Part C - Emerging Technologies, 17, pp. 298 - 317, http://dx.doi.org/10.1016/j.trc.2008.12.002
    Journal articles | 2009
    BUI LT; BARLOW M; ABBASS HA, 2009, 'A MULTI-OBJECTIVE RISK-BASED FRAMEWORK FOR MISSION CAPABILITY PLANNING', New Mathematics and Natural Computation, 05, pp. 459 - 485
    Journal articles | 2009
    Bui LT; Abbass HA; Essam D, 2009, 'Local models-an approach to distributed multi-objective optimization', Computational Optimization and Applications, 42, pp. 105 - 139, http://dx.doi.org/10.1007/s10589-007-9119-8
    Journal articles | 2009
    Bui LT; Abbass HA; Essam D, 2009, 'Localization for solving noisy multi-objective optimization problems', Evolutionary Computation, 17, pp. 379 - 409, http://dx.doi.org/10.1162/evco.2009.17.3.379
    Journal articles | 2009
    Bui LT; Barlow MG; Abbass HA, 2009, 'A Multi-Objective Risk-Based Framework for Mission Capability Planning', New Mathematics and Natural Computation, 5, pp. 459 - 485, http://dx.doi.org/10.1142/S1793005709001428
    Journal articles | 2009
    Kovacs T; Abbass HA; Zhu W; Shafi K, 2009, 'Intrusion detection with evolutionary learning classifier systems', Natural Computing, 8, pp. 3 - 27, http://dx.doi.org/10.1007/s11047-007-9053-9
    Journal articles | 2009
    Lennon P; Kinghorn B; Abbass HA, 2009, 'Cyclic Genotyping Strategies. III: A Comparison of Predictive Methods for group genotyping', Journal of Animal Breeding and Genetics, 126, pp. 117 - 126
    Journal articles | 2009
    Quek H; Tan KC; Abbass HA, 2009, 'Evolutionary game theoretic approach for modeling civil violence', IEEE Transactions on Evolutionary Computation, 13, pp. 780 - 800, http://dx.doi.org/10.1109/TEVC.2009.2019826
    Journal articles | 2009
    Quek H; Tan KC; Goh C; Abbass HA, 2009, 'Evolution and incremental learning in the iterated prisoner`s dilemma', IEEE Transactions on Evolutionary Computation, 13, pp. 303 - 320, http://dx.doi.org/10.1109/TEVC.2008.2003009
    Journal articles | 2009
    Rojanavasu P; Dam HH; Abbass HA; Lokan CJ; Pinngern O, 2009, 'A self-organized, distributed, and adaptive rule-based induction system', IEEE Transactions on Neural Networks, 20, pp. 446 - 459, http://dx.doi.org/10.1109/TNN.2008.2008334
    Journal articles | 2009
    Shafi K; Abbass HA, 2009, 'An adaptive genetic-based signature learning system for intrusion detection', Expert Systems with Applications. An International Journal, 36, pp. 12036 - 12043, http://dx.doi.org/10.1016/j.eswa.2009.03.036
    Journal articles | 2008
    Alam S; Abbass HA; Barlow MG, 2008, 'ATOMS: Air Traffic Operations and Management Simulator', IEEE Transactions on Intelligent Transportation, 9, pp. 209 - 225, http://dx.doi.org/10.1109/TITS.2008.922877
    Journal articles | 2008
    Badham JM; Abbass HA; Stocker RC, 2008, 'Parameterisation of Keeling's network generation algorithm', Journal of Theoretical Population Biology, 74, pp. 161 - 166, http://dx.doi.org/10.1016/j.tpb.2008.06.002
    Journal articles | 2008
    Bui LT; Deb K; Abbass HA; Essam D, 2008, 'Interleaving Guidance in Evolutionary Multi-Objective Optimization', Journal of Computer Science and Technology, 23, pp. 44 - 63, http://dx.doi.org/10.1007/s11390-008-9114-2
    Journal articles | 2008
    Dam HH; Abbass HA; Lokan CJ; Yao X, 2008, 'Neural-based Learning Classifier Systems', IEEE Transactions on Knowledge and Data Engineering, 20, pp. 26 - 39, http://dx.doi.org/10.1109/TKDE.2007.190671
    Journal articles | 2008
    Ghoneim A; Abbass HA; Barlow MG, 2008, 'Characterizing game dynamics in two-player strategy games using network motifs', IEEE Transactions on Systems Man and Cybernetics Part B - Cybernetics, 38, pp. 682 - 690, http://dx.doi.org/10.1109/TSMCB.2008.918570
    Journal articles | 2008
    Nguyen MH; Abbass HA; Mckay RI, 2008, 'Analysis of CCME: Coevolutionary dynamics, automatic problem decomposition, and regularization', IEEE Transactions on Systems Man and Cybernetics Part C - Applications and Reviews, 38, pp. 100 - 109, http://dx.doi.org/10.1109/TSMCC.2007.905847
    Journal articles | 2007
    Shafi K; Abbass HA, 2007, 'Biologically-inspired Complex Adaptive Systems approaches to Network Intrusion Detection', Information Security Technical Report, 12, pp. 209 - 217, http://dx.doi.org/10.1016/j.istr.2007.09.001
    Journal articles | 2006
    Abbass HA, 2006, 'An economical cognitive approach for bi-objective optimization using bliss points, visualization, and interaction', Soft Computing, 10, pp. 687 - 698, http://dx.doi.org/10.1007/s00500-005-0530-8
    Journal articles | 2006
    Nguyen MH; Abbass HA; Mckay RI, 2006, 'A Novel Mixture of Experts Model Based on Cooperative Coevolution', Neurocomputing, 1-3, pp. 155 - 163, http://dx.doi.org/10.1016/j.neucom.2006.04.009
    Journal articles | 2006
    Yang A; Abbass HA; Sarker R, 2006, 'Characterizing Warfare in Red Teaming', IEEE Transactions on Systems Man and Cybernetics Part B - Cybernetics, 36, pp. 268 - 285, http://dx.doi.org/10.1109/TSMCB.2005.855569
    Journal articles | 2005
    Jiang QS; Sarker R; Abbass HA, 2005, 'Tracking Moving Objects and the Non stationary Travelling Salesman Problem', Complexity International: An electronic journal of complex systems research, 11, pp. 171 - 179
    Journal articles | 2005
    Nguyen MH; Abbass HA; Mckay RI, 2005, 'Stopping criteria for ensemble of evolutionary artificial neural networks', Applied soft computing : the official journal of the World Federation on Soft Computing (WFSC), 6, pp. 100 - 107, http://dx.doi.org/10.1016/j.asoc.2004.12.005
    Journal articles | 2005
    Teo J; Abbass HA, 2005, 'Multiobjectivity and complexity in embodied cognition', IEEE Transactions on Evolutionary Computation, 9, pp. 337 - 360, http://dx.doi.org/10.1109/TEVC.2005.846902
    Journal articles | 2004
    Mckay RI; Abbass HA; Liu B, 2004, 'Classification Rule Discovery with ANT Colony Optimization', The IEEE Computational Intelligence Bulletin, 3, pp. 31 - 35
    Journal articles | 2004
    SARKER R; ABBASS HA, 2004, 'DIFFERENTIAL EVOLUTION FOR SOLVING MULTIOBJECTIVE OPTIMIZATION PROBLEMS', Asia-Pacific Journal of Operational Research, 21, pp. 225 - 240
    Journal articles | 2004
    Sarker R; Abbass HA, 2004, 'Differential Evolution for Solving Multi-objective Optimization Problems', Asia-Pacific Journal of Operational Research, 21, pp. 225 - 240, http://dx.doi.org/10.1142/s0217595904000217
    Journal articles | 2004
    Shan Y; Mckay RI; Abbass HA; Essam D, 2004, 'Program Distribution Estimation with Grammar Models', Complexity International: An electronic journal of complex systems research, 11, pp. 191 - 205
    Journal articles | 2004
    Teo J; Abbass HA, 2004, 'An Information-Theoretic Landscape Analysis of Neuro-Controlled Embodied Organisms', Neural Computing and Applications, 31, pp. 80 - 89, http://dx.doi.org/10.1007/s00521-003-0395-7
    Journal articles | 2004
    Teo J; Abbass HA, 2004, 'An information-theoretic landscape analysis of neuro-controlledembodied organisms', Neural Computing and Applications, 13, pp. 80 - 89
    Journal articles | 2004
    Teo J; Abbass HA, 2004, 'Automatic generation of controllers for embodied legged organisms: Apareto evolutionary multi-objective approach', Evolutionary Computation, 12, pp. 355 - 394, http://dx.doi.org/10.1162/1063656041774974
    Journal articles | 2003
    Abbass HA; Towsey M; Kozan E; Werf J, 2003, 'Genetic Algorithms for a large Scale Dynamic Allocation problem', Journal of Applied Systems Scienc, 4
    Journal articles | 2003
    Abbass HA; Towsey M; Kozan E; Werf J, 2003, 'Genetic Alogrithms for a Large Scale Dynamic Allocation Problem', Journal of Applied System Studies (JASS), 4
    Journal articles | 2003
    Abbass HA, 2003, 'Speeding up backpropagation using multi objective Evolutionary Algorithms', Neural Computation, 15, pp. 2705 - 2726, http://dx.doi.org/10.1162/089976603322385126
    Journal articles | 2003
    MCKAY RBI; ABBASS HA, 2003, 'ARTIFICIAL LIFE: AN INTRODUCTION', International Journal of Computational Intelligence and Applications, 03, pp. 143 - 144, http://dx.doi.org/10.1142/s1469026803000884
    Journal articles | 2003
    Teo J; Abbass HA, 2003, 'A True Annealing Approach to the Marriage in Honey Bees Optimization Alogrithms', The International Journal of Computational Intelligence and Applications, 3, pp. 199 - 208
    Journal articles | 2003
    Teo J; Abbass HA, 2003, 'Search Space Difficulty of Evolutionary Neuro Controlled Legged Robots', International Journal of Knowledge-Based Intelligent Engineering Systems, 7, pp. 149 - 156
    Journal articles | 2002
    Abbass HA; Sarker R, 2002, 'The pareto differential evolution algorithm', International Journal on Artificial Intelligence Tools, 11, pp. 531 - 552, http://dx.doi.org/10.1142/s0218213002001039
    Journal articles | 2002
    Abbass HA, 2002, 'An agent based approach to 3-SAT using marriage in honey-bees optimization', International Journal of Knowledge-Based Intelligent Engineering Systems, 6, pp. 64 - 71
    Journal articles | 2002
    Abbass HA, 2002, 'An evolutionary artificial neural networks approach for breast cancer diagnosis', Artificial Intelligence in Medicine, 25, pp. 265 - 281
    Journal articles | 2002
    Mckay RI; Abbass HA, 2002, 'Anti-Correlation: A Diversity Promoting Mechanism in Ensemble Learning', Australian Journal of Intelligent Information Processing Systems, 7, pp. 139 - 149
    Journal articles | 2002
    Wang B; Mckay RI; Abbass HA; Barlow MG, 2002, 'Domain Ontology Guided Feature-Selection for Document Categorisation', Australian Journal of Intelligent Information Processing Systems, 7, pp. 102 - 109
    Journal articles | 2001
    Abbass HA; Towsey M; Finn G; Kozan E, 2001, 'A meta-representation for integrating operational research and artificial intelligence in an intelligent decision support paradigm', International Transactions in Operational Research, 8, pp. 107 - 119, http://dx.doi.org/10.1111/1475-3995.00009
    Journal articles | 2001
    Abbass HA; Towsey M; Finn G, 2001, 'C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision Trees', Knowledge and Information Systems, 5, pp. 184 - 197, http://dx.doi.org/10.1007/PL00011665
    Journal articles | 2001
    Mckay RI; Abbass HA, 2001, 'Anti-Correlation: A Diversity Promoting Mechanisms in Ensemble Learning', Australian Journal of Intelligent Information Processing Systems, 7, pp. 139 - 149
    Journal articles | 2001
    Wang B; Mckay RI; Abbass HA; Barlow MG, 2001, 'Domain Ontology Guided Feature-Selection for Document Categorization', Australian Journal of Intelligent Information Processing Systems, 7, pp. 102 - 109
    Journal articles | 1999
    Abbass HA; Wiggen G; Lakshmanan R; Morton B, 1999, 'Constraint logic programming as a paradigm for heat exchanger network retrofit', International Journal of Computers and Chemical Engineering
    Journal articles | 1992
    COUTLEE F; BOBO L; ABBASS H; DALABETTA G; HOOK NE; SHAH K; VISCIDI RP, 1992, 'DETECTION OF HPV-16 IN CELL-LINES AND CERVICAL LAVAGE SPECIMENS BY A POLYMERASE CHAIN-REACTION ENZYME-IMMUNOASSAY ASSAY', JOURNAL OF MEDICAL VIROLOGY, 37, pp. 22 - 29, http://dx.doi.org/10.1002/jmv.1890370105
  • Working Papers | 2020
    Hepworth A; Yaxley K; Baxter DH; Joiner K; Abbass H, 2020, Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures (submitted, preprint online), IEEE, http://dx.doi.org, https://www.techrxiv.org/articles/preprint/Tracking_Footprints_in_a_Swarm_Information-Theoretic_and_Spatial_Centre_of_Influence_Measures/12834002/1
    Working Papers | 2019
    Chica M; Chiong R; Ramasco JJ; Abbass H, 2019, Effects of update rules on networked N-player trust game dynamics, http://dx.doi.org10.1016/j.cnsns.2019.104870
    Working Papers | 2014
    Iorio AW; Abbass HA; Gaidow S; Bender A, 2014, Visualizing Cognitive Moves for Assessing Information Perception Biases in Decision Making, http://dx.doi.org, http://arxiv.org/abs/1401.7193v1
  • Conference Papers | 2024
    van Diggelen J; van Burken CB; Abbass H, 2024, 'Levels of Meaningful Human Control in Responsible Military Artificial Intelligence', Melbourne, presented at International Defence Excellence and Security Symposium, Melbourne, 21 November 2024, https://ieeeideas.org/
    Conference Papers | 2023
    Greenwood GW; Abbass H; Hussein A, 2023, 'Interpretation of Neural Network Players for a Generalized Divide the Dollar Game Using SHAP Values', in 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023, pp. 1808 - 1813, http://dx.doi.org/10.1109/SSCI52147.2023.10371984
    Preprints | 2023
    Liu J; Singh H; Elsayed S; Hunjet R; Abbass H, 2023, Planning-Assisted Context-Sensitive Autonomous Shepherding of Dispersed Robotic Swarms in Obstacle-Cluttered Environments, , http://dx.doi.org/10.48550/arxiv.2301.10363
    Conference Papers | 2023
    Liu J; Singh H; Elsayed S; Hunjet R; Abbass HA, 2023, 'Distance Constrained Robotic Swarm Shepherding Based on Two-Phase Ant Colony Optimisation', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 5224 - 5230, http://dx.doi.org/10.1109/SMC53992.2023.10394448
    Conference Papers | 2023
    Liu J; Singh H; Elsayed S; Hunjet R; Abbass HA, 2023, 'Effective Robotic Swarm Shepherding in the Presence of Obstacles', in 2023 IEEE Congress on Evolutionary Computation, CEC 2023, http://dx.doi.org/10.1109/CEC53210.2023.10254040
    Preprints | 2023
    Liu J; Singh H; Elsayed SM; Hunjet R; Abbass H, 2023, Planning-Assisted Context-Sensitive Autonomous Shepherding of Dispersed Robotic Swarms in Obstacle-Cluttered Environments, , http://dx.doi.org/10.2139/ssrn.4373173
    Conference Papers | 2023
    Nguyen DT; Singh H; Elsayed S; Hunjet R; Abbass HA, 2023, 'Multi-agent Knowledge Transfer in a Society of Interpretable Neural Network Minds for Dynamic Context Formation in Swarm Shepherding', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN54540.2023.10191371
    Conference Papers | 2023
    Tsang I; Ong YS; Abbass H; Feng L; Yang G; Liu W, 2023, 'Welcome from the Technical Program Chairs', in Proceedings - 2023 IEEE Conference on Artificial Intelligence, CAI 2023, pp. xxv, http://dx.doi.org/10.1109/CAI54212.2023.00006
    Conference Papers | 2023
    Wasswa H; Lynar T; Abbass H, 2023, 'Enhancing IoT-Botnet Detection using Variational Auto-encoder and Cost-Sensitive Learning: A Deep Learning Approach for Imbalanced Datasets', in 2023 IEEE Region 10 Symposium, TENSYMP 2023, http://dx.doi.org/10.1109/TENSYMP55890.2023.10223613
    Conference Papers | 2023
    Wasswa H; Lynar T; Nanyonga A; Abbass H, 2023, 'IoT Botnet Detection: Application of Vision Transformer to Classification of Network Flow Traffic', in 2023 Global Conference on Information Technologies and Communications, GCITC 2023, http://dx.doi.org/10.1109/GCITC60406.2023.10426522
    Conference Papers | 2022
    Dam T; Ferdaus MM; Pratama M; Anavatti SG; Jayavelu S; Abbass H, 2022, 'LATENT PRESERVING GENERATIVE ADVERSARIAL NETWORK FOR IMBALANCE CLASSIFICATION', in Proceedings - International Conference on Image Processing, ICIP, pp. 3712 - 3716, http://dx.doi.org/10.1109/ICIP46576.2022.9897874
    Preprints | 2022
    Dam T; Ferdaus MM; Pratama M; Anavatti SG; Jayavelu S; Abbass HA, 2022, Latent Preserving Generative Adversarial Network for Imbalance classification, , http://dx.doi.org/10.48550/arxiv.2209.01555
    Conference Papers | 2022
    Dong X; Garratt MA; Anavatti SG; Abbass HA; Dong J, 2022, 'Lightweight Monocular Depth Estimation with an Edge Guided Network', in 2022 17th International Conference on Control, Automation, Robotics and Vision, ICARCV 2022, pp. 204 - 210, http://dx.doi.org/10.1109/ICARCV57592.2022.10004313
    Preprints | 2022
    Dong X; Garratt MA; Anavatti SG; Abbass HA; Dong J, 2022, Lightweight Monocular Depth Estimation with an Edge Guided Network, , http://dx.doi.org/10.48550/arxiv.2209.14829
    Preprints | 2022
    Hepworth A; Hussein A; Reid D; Abbass H, 2022, Contextually Aware Intelligent Control Agents for Heterogeneous Swarms, http://dx.doi.org/10.21203/rs.3.rs-2293295/v1
    Preprints | 2022
    Hepworth A; Hussein A; Reid D; Abbass H, 2022, Contextually Aware Intelligent Control Agents for Heterogeneous Swarms, , http://dx.doi.org/10.48550/arxiv.2211.12560
    Preprints | 2022
    Hepworth A; Hussein A; Reid D; Abbass H, 2022, Swarm Analytics: Designing Information Markers to Characterise Swarm Systems in Shepherding Contexts, http://dx.doi.org/10.1177/10597123221137090
    Preprints | 2022
    Hepworth AJ; Baxter DP; Abbass HA, 2022, Onto4MAT: A Swarm Shepherding Ontology for Generalised Multi-Agent Teaming, , http://dx.doi.org/10.1109/ACCESS.2022.3180032
    Conference Papers | 2022
    Hussein A; Petraki E; Elsawah S; Abbass H, 2022, 'Autonomous Swarm Shepherding Using Curriculum-Based Reinforcement Learning', in Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, Association for Computing Machinery (ACM), Virtual Event New Zealand, pp. 633 - 641, presented at International Conference on Autonomous Agents and Multiagent Systems, Virtual Event New Zealand, 09 May 2022 - 13 May 2022, http://dx.doi.org/10.26190/unsworks/28323
    Conference Papers | 2022
    Mohamed RE; Elsayed S; Hunjet R; Abbass H, 2022, 'Reinforcement Learning for Solving Communication Problems in Shepherding', in Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022, pp. 1626 - 1635, http://dx.doi.org/10.1109/SSCI51031.2022.10022160
    Preprints | 2022
    Nguyen DT; Kasmarik K; Abbass H, 2022, Fusing Interpretable Knowledge of Neural Network Learning Agents For Swarm-Guidance, , http://arxiv.org/abs/2204.00272v1
    Conference Papers | 2021
    Baxter D; Hepworth A; Joiner K; Abbass H, 2021, 'On the Premise of a Swarm Guidance Ontology for Human-Swarm Teaming', Baltimore, United States, presented at 65th Annual Conference of Human Factors and Ergonomics Society (HFES21), Baltimore, United States, 04 October 2021 - 08 October 2021, http://dx.doi.org/10.1177/1071181322661541
    Preprints | 2021
    Dam T; Anavatti SG; Abbass HA, 2021, Improving ClusterGAN Using Self-Augmented Information Maximization of Disentangling Latent Spaces, http://dx.doi.org/10.48550/arxiv.2107.12706
    Conference Papers | 2021
    Dam T; Ferdaus MM; Anavatti SG; Jayavelu S; Abbass HA, 2021, 'Does Adversarial Oversampling Help us?', in International Conference on Information and Knowledge Management, Proceedings, pp. 2970 - 2973, http://dx.doi.org/10.1145/3459637.3482091
    Preprints | 2021
    Dam T; Ferdaus MM; Anavatti SG; Jayavelu S; Abbass HA, 2021, Does Adversarial Oversampling Help us?, , http://dx.doi.org/10.48550/arxiv.2108.10697
    Preprints | 2021
    Dam T; Swami N; Anavatti SG; Abbass HA, 2021, Multi-Fake Evolutionary Generative Adversarial Networks for Imbalance Hyperspectral Image Classification, http://dx.doi.org/10.48550/arxiv.2111.04019
    Conference Papers | 2021
    Debie E; Singh H; Elsayed S; Perry A; Hunjet R; Abbass H, 2021, 'A Neuro-Evolution Approach to Shepherding Swarm Guidance in the Face of Uncertainty', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 2634 - 2641, http://dx.doi.org/10.1109/SMC52423.2021.9659082
    Preprints | 2021
    Dong X; Garratt MA; Anavatti SG; Abbass HA, 2021, MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation, , http://dx.doi.org/10.48550/arxiv.2111.12334
    Preprints | 2021
    Dong X; Garratt MA; Anavatti SG; Abbass HA, 2021, Towards Real-Time Monocular Depth Estimation for Robotics: A Survey, , http://dx.doi.org/10.48550/arxiv.2111.08600
    Conference Papers | 2021
    Liu J; Hussein A; Anavatti S; Garratt M; Abbass HA, 2021, 'UGV Path Planning based on an Improved Continuous Ant Colony Optimisation Algorithm', in 2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings, http://dx.doi.org/10.1109/SSCI50451.2021.9659847
    Conference Papers | 2021
    Mandziuk J; Abbass H, 2021, 'Conference Report on 2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021) [Conference Reports]', in IEEE Computational Intelligence Magazine, pp. 5 - 8, http://dx.doi.org/10.1109/MCI.2021.3108355
    Conference Papers | 2021
    Mańdziuk J; Abbass H, 2021, 'Welcome Message', in 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings, pp. i, http://dx.doi.org/10.1109/CEC45853.2021.9504913
    Conference Papers | 2021
    Mccall F; Hussein A; Petraki E; Elsawah S; Abbass H, 2021, 'Towards a systematic educational framework for human-machine teaming', in TALE 2021 - IEEE International Conference on Engineering, Technology and Education, Proceedings, pp. 375 - 382, http://dx.doi.org/10.1109/TALE52509.2021.9678853
    Conference Papers | 2021
    Mohamed RE; Elsayed S; Hunjet R; Abbass H, 2021, 'A Graph-based Approach for Shepherding Swarms with Limited Sensing Range', in 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings, pp. 2315 - 2322, http://dx.doi.org/10.1109/CEC45853.2021.9504706
    Conference Papers | 2021
    Mohamed RE; Hunjet R; Elsayed S; Abbass H, 2021, 'Deep Learning for Noisy Communication System', in 2021 31st International Telecommunication Networks and Applications Conference, ITNAC 2021, pp. 40 - 47, http://dx.doi.org/10.1109/ITNAC53136.2021.9652171
    Conference Papers | 2020
    Abbass H; Coello CA; Singh HK, 2020, 'Welcome Message', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308444
    Preprints | 2020
    Abbass HA; Elsawah S; Petraki E; Hunjet R, 2020, Machine Education: Designing semantically ordered and ontologically guided modular neural networks, , http://dx.doi.org/10.48550/arxiv.2002.03841
    Preprints | 2020
    Dam T; Anavatti SG; Abbass HA, 2020, Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification, , http://dx.doi.org/10.48550/arxiv.2009.13037
    Conference Papers | 2020
    El-Fiqi H; Campbell B; Elsayed S; Perry A; Singh HK; Hunjet R; Abbass H, 2020, 'A preliminary study towards an improved shepherding model', in GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pp. 75 - 76, http://dx.doi.org/10.1145/3377929.3390067
    Conference Papers | 2020
    Elsayed S; Singh H; Debie E; Perry A; Campbell B; Hunjel R; Abbass H, 2020, 'Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution', in 2020 IEEE Symposium Series on Computational Intelligence (SSCI 2020), IEEE, Due to COVID-19 restrictions, the event was held virtually with the broadcast from Canberra, Australia., pp. 2194 - 2201, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), Due to COVID-19 restrictions, the event was held virtually with the broadcast from Canberra, Australia., 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308572
    Conference Papers | 2020
    Elsayed S; Singh H; Debie E; Perry A; Campbell B; Hunjet R; Abbass H, 2020, 'Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution', http://dx.doi.org/10.48550/arxiv.2008.12639
    Conference Papers | 2020
    Hepworth AJ; Yaxley KJ; Baxter DP; Joiner KF; Abbass H, 2020, 'Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2217 - 2224, http://dx.doi.org/10.1109/SSCI47803.2020.9308537
    Conference Papers | 2020
    Hussein A; ELsawah S; Abbass H, 2020, 'A System Dynamics Model for Human Trust in Automation under Speed and Accuracy Requirements', in Proceedings of the Human Factors and Ergonomics Society ... Annual Meeting Human Factors and Ergonomics Society. Annual Meeting, SAGE Publications, Seattle, Washington, USA, presented at 63rd Annual Meeting of the Human Factors and Ergonomics Society, Seattle, Washington, USA, 28 October 2020 - 01 November 2019, http://dx.doi.org/10.1177/1071181319631167
    Conference Papers | 2020
    Hussein A; Elsawah S; Abbass H, 2020, 'Investigating Gender Differences in Human Interactions with a Transparent Swarm', in Proceedings of the Human Factors and Ergonomics Society ... Annual Meeting Human Factors and Ergonomics Society. Annual Meeting, SAGE Publications, SAGE Publications Sage CA: Los Angeles, CA, pp. 853 - 857, presented at 63rd Annual Meeting of the Human Factors and Ergonomics Society, SAGE Publications Sage CA: Los Angeles, CA, 28 October 2020 - 01 November 2019, http://dx.doi.org/10.1177/1071181319631009
    Conference Papers | 2020
    Hussein A; Elsawah S; Abbass HA, 2020, 'Swarm collective wisdom: A fuzzy-based consensus approach for evaluating agents confidence in global states', in IEEE International Conference on Fuzzy Systems, http://dx.doi.org/10.1109/FUZZ48607.2020.9177680
    Conference Papers | 2020
    Hussein A; Elsawah S; Abbass HA, 2020, 'Towards Trust-Aware Human-Automation Interaction: An Overview of the Potential of Computational Trust Models', in Proceedings of the 53rd Hawaii International Conference on System Sciences, Hawaii International Conference on System Sciences, Hawaii, USA, presented at Hawaii International Conference on System Sciences, Hawaii, USA, 07 January 2020, http://dx.doi.org/10.24251/hicss.2020.047
    Preprints | 2020
    Nguyen DT; Kasmarik KE; Abbass HA, 2020, Towards Interpretable ANNs: An Exact Transformation to Multi-Class Multivariate Decision Trees, http://dx.doi.org/10.48550/arxiv.2003.04675
    Conference Papers | 2020
    Nguyen HT; Garratt M; Bui LT; Abbass H, 2020, 'Disturbances in Influence of a Shepherding Agent is More Impactful than Sensorial Noise during Swarm Guidance', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2257 - 2264, http://dx.doi.org/10.1109/SSCI47803.2020.9308448
    Preprints | 2020
    Nguyen HT; Garratt M; Bui LT; Abbass H, 2020, Disturbances in Influence of a Shepherding Agent is More Impactful than Sensorial Noise During Swarm Guidance, , http://dx.doi.org/10.48550/arxiv.2008.12708
    Preprints | 2020
    Nguyen HT; Nguyen TD; Tran VP; Garratt M; Kasmarik K; Anavatti S; Barlow M; Abbass HA, 2020, Continuous Deep Hierarchical Reinforcement Learning for Ground-Air Swarm Shepherding, , http://dx.doi.org/10.48550/arxiv.2004.11543
    Conference Papers | 2020
    Nguyen T; Liu J; Nguyen H; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2020, 'Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm Shepherding', Glasgow, presented at IJCNN 2020, Glasgow
    Preprints | 2020
    Nguyen TD; Kasmarik KE; Abbass HA, 2020, Q-Learning with Differential Entropy of Q-Tables, , http://dx.doi.org/10.48550/arxiv.2006.14795
    Conference Papers | 2020
    Vahidnia S; Abbasi A; Abbass HA, 2020, 'Document clustering and labeling for research trend extraction and evolution mapping', in CEUR Workshop Proceedings, pp. 54 - 62
    Conference Papers | 2019
    Abbass HA; El Sawah S; Petraki E; Hunjet R, 2019, 'Machine Education: Designing semantically ordered and ontologically guided modular neural networks', in IEEE Symposium Series on Computational Intelligence, Xiamen, China, presented at IEEE Symposium Series on Computational Intelligence, Xiamen, China, 06 December 2019 - 09 December 2019, http://dx.doi.org/10.1109/SSCI44817.2019.9003051
    Conference Papers | 2019
    Abbass HA; Elsawah S; Petraki E; Hunjet R, 2019, 'Machine Education: Designing semantically ordered and ontologically guided modular neural networks', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, pp. 948 - 955, http://dx.doi.org/10.1109/SSCI44817.2019.9003083
    Conference Papers | 2019
    Clayton NR; Abbass H, 2019, 'Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, pp. 1259 - 1266, http://dx.doi.org/10.1109/CEC.2019.8790157
    Conference Papers | 2019
    El-Fiqi H; Kasmarik K; Bezerianos A; Tan KC; Abbass H, 2019, 'Gate-Layer Autoencoders with Application to Incomplete EEG Signal Recovery', in Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., Budapest, Hungary, Hungary, pp. 1 - 8, presented at 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, Hungary, 14 July 2019 - 19 July 2019, http://dx.doi.org/10.1109/IJCNN.2019.8852101
    Conference Papers | 2019
    Fernandez Rojas R; Debie E; Fidock J; Barlow M; Kasmarik K; Anavatti S; Abbass H; Garratt M, 2019, 'Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm Teaming', in Gedeon T; Wong KW; Lee M (eds.), Neural information processing : 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings. Part IV, Springer Nature, Sydney, pp. 530 - 539, presented at International Conference on Neural Information Processing, Sydney, 12 December 2019 - 15 December 2019, http://dx.doi.org/10.1007/978-3-030-36808-1_58
    Conference Papers | 2019
    Gee A; Abbass H, 2019, 'Transparent Machine Education of Neural Networks for Swarm Shepherding Using Curriculum Design', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN.2019.8852209
    Conference Papers | 2019
    Greenwood G; Abbass H; Petraki E, 2019, 'Punishing untrustworthiness and free riders to maintain cooperation in multi-agent social dilemmas using fuzzy logic', in ACM International Conference Proceeding Series, pp. 88 - 92, http://dx.doi.org/10.1145/3313991.3313995
    Conference Papers | 2019
    Liu J; Anavatti S; Hussein Abbass MG, 2019, 'Comprehensive Learning Particle Swarm Optimisation with Limited Local Search for UAV Path Planning', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, pp. 2287 - 2294, http://dx.doi.org/10.1109/SSCI44817.2019.9002992
    Conference Papers | 2019
    Long N; Sgarioto D; Garratt M; Sammut K; Abbass H, 2019, 'Multi-vessel Sea State Estimation Utilising Swarm Shepherding', Sydney, Australia, presented at 2019 Pacific International Maritime Conference, Sydney, Australia, 08 October 2019 - 10 October 2019, http://code4.co/papers2019/Session-5-Nathan-K-Long.pdf
    Preprints | 2019
    Long NK; Sammut K; Sgarioto D; Garratt M; Abbass H, 2019, A Comprehensive Review of Shepherding as a Bio-inspired Swarm-Robotics Guidance Approach, , http://dx.doi.org/10.48550/arxiv.1912.07796
    Conference Papers | 2019
    Long NK; Sgarioto D; Garratt M; Sammut K; Abbass H, 2019, 'Multi-vessel sea state estimation utilising swarm shepherding', in RINA, Royal Institution of Naval Architects - IMC 2019: Pacific International Maritime Conference, Sydney, Australia, presented at presented at 2019 Pacific International Maritime Conference, Sydney, Australia, 08 October 2019 - 10 October 2019,, Sydney, Australia, 08 October 2019 - 10 October 2019
    Conference Papers | 2019
    Nguyen H; Nguyen T; Garratt M; Kasmarik K; Anavatti S; Barlow M; Abbass H, 2019, 'A Deep Hierarchical Reinforcement Learner for Aerial Shepherding of Ground Swarms', in Gedeon T; Wong KW; Lee M (eds.), Lecture Notes in Computer Science. Neural Information Processing. Proceedings, Part 1, Springer, Cham, Sydney, pp. 658 - 669, presented at International Conference on Neural Information Processing, Sydney, 12 December 2019 - 15 December 2019, http://dx.doi.org/10.1007/978-3-030-36708-4_54
    Conference Papers | 2019
    Nguyen HT; Garratt M; Bui LT; Abbass H, 2019, 'Apprenticeship Learning for Continuous State Spaces and Actions in a Swarm-Guidance Shepherding Task', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, pp. 102 - 109, http://dx.doi.org/10.1109/SSCI44817.2019.9002756
    Conference Papers | 2019
    Singh H; Campbell B; Elsayed S; Perry A; Hunjet R; Abbass H, 2019, 'Modulation of Force Vectors for Effective Shepherding of a Swarm: A Bi-Objective Approach', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, pp. 2941 - 2948, http://dx.doi.org/10.1109/CEC.2019.8790228
    Conference Papers | 2019
    Tang J; Abbass H; Alam S, 2019, 'An Airspace Collision Risk Simulator for Safety Assessment', in Proceedings - Winter Simulation Conference, pp. 3160 - 3171, http://dx.doi.org/10.1109/WSC40007.2019.9004764
    Conference Papers | 2019
    Wade H; Abbass HA, 2019, 'Cyber-shepherd: A smartphone-based game for human and autonomous swarm control', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 198 - 204, http://dx.doi.org/10.1109/SMC.2019.8914378
    Conference Papers | 2019
    Wang M; Hu J; Abbass H, 2019, 'Stable EEG Biometrics Using Convolutional Neural Networks and Functional Connectivity', in Australian Journal of Intelligent Information Processing Systems, Sydney, Australia, presented at 2019 - 26th International Conference on Neural Information Processing, Sydney, Australia, 12 December 2019 - 15 December 2019, http://ajiips.com.au/papers/V15.3/v15n3_23-30.pdf
    Preprints | 2018
    Abbass H; Greenwood G; Petraki E, 2018, The N-Player Trust Game and its Replicator Dynamics, , http://dx.doi.org/10.48550/arxiv.1803.02443
    Preprints | 2018
    Abbass H; Harvey J; Yaxley K, 2018, Lifelong Testing of Smart Autonomous Systems by Shepherding a Swarm of Watchdog Artificial Intelligence Agents, , http://dx.doi.org/10.48550/arxiv.1812.08960
    Conference Papers | 2018
    El-Fiqi H; Wang M; Salimi N; Kasmarik KE; Barlow M; Abbass H, 2018, 'Convolution Neural Networks for Person Identification and Verification Using Steady State Visual Evoked Potential', in Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, Institute of Electrical and Electronics Engineers (IEEE), Miyazaki, Japan, pp. 1062 - 1069, presented at IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, Japan, 07 October 2018 - 10 October 2018, http://dx.doi.org/10.1109/SMC.2018.00188
    Conference Papers | 2018
    Greenwood GW; Abbass H; Petraki E, 2018, 'A Critical Analysis of Punishment in Public Goods Games', in IEEE Conference on Computatonal Intelligence and Games, CIG, http://dx.doi.org/10.1109/CIG.2018.8490421
    Conference Papers | 2018
    Greenwood GW; Abbass H; Petraki E, 2018, 'A Critical Analysis of Punishment in Public Goods Games', in PROCEEDINGS OF THE 2018 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND GAMES (CIG'18), IEEE, NETHERLANDS, Maastricht Univ, Dept Data Sci & Knowledge Engn, Maastricht, pp. 41 - 45, presented at 14th IEEE Conference on Computational Intelligence and Games (CIG), NETHERLANDS, Maastricht Univ, Dept Data Sci & Knowledge Engn, Maastricht, 14 August 2018 - 17 August 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000841411000006&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2018
    Hussein A; Abbass H, 2018, 'Mixed Initiative Systems for Human-Swarm Interaction: Opportunities and Challenges', in 2018 2nd Annual Systems Modelling Conference, SMC 2018, http://dx.doi.org/10.1109/SYSMC.2018.8509744
    Preprints | 2018
    Hussein A; Ghignone L; Nguyen T; Salimi N; Nguyen H; Wang M; Abbass HA, 2018, Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey, http://dx.doi.org/10.48550/arxiv.1803.03093
    Preprints | 2018
    Leu G; Abbass H, 2018, A Multi-Disciplinary Review of Knowledge Acquisition Methods: From Human to Autonomous Eliciting Agents, , http://dx.doi.org/10.48550/arxiv.1802.09669
    Preprints | 2018
    Leu G; Abbass H, 2018, Computational Red Teaming in a Sudoku Solving Context: Neural Network Based Skill Representation and Acquisition, , http://dx.doi.org/10.48550/arxiv.1802.09660
    Preprints | 2018
    Leu G; Tang J; Abbass H, 2018, On the role of working memory in trading-off skills and situation awareness in Sudoku, , http://dx.doi.org/10.48550/arxiv.1802.10079
    Preprints | 2018
    Nguyen H; Tran V; Nguyen T; Garratt M; Kasmarik K; Barlow M; Anavatti S; Abbass H, 2018, Apprenticeship Bootstrapping Via Deep Learning with a Safety Net for UAV-UGV Interaction, , http://dx.doi.org/10.48550/arxiv.1810.04344
    Conference Papers | 2018
    Nguyen HT; Garratt ; Abbass , 2018, 'Apprenticeship Bootstrapping', in Proceedings of International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers, Brazil, pp. 1 - 8, presented at International Joint Conference on Neural Networks, Brazil, - , http://dx.doi.org/10.1109/IJCNN.2018.8489064
    Conference Papers | 2018
    Nguyen HT; Garratt ; Bui ; Abbass , 2018, 'Apprenticeship Bootstrapping: Inverse Reinforcement Learning in a Multi-Skill UAV-UGV Coordination Task', in International Conference on Autonomous Agents and Multiagent Systems, ASSOC COMPUTING MACHINERY, Stockholm, Sweden, pp. 2204 - 2206, presented at AAMAS 2018, Stockholm, Sweden, - , http://dx.doi.org/10.26190/unsworks/26600
    Conference Papers | 2018
    Nguyen T; Nguyen H; Debie E; Kasmarik K; Garratt M; Abbass H, 2018, 'Swarm Q-Learning With Knowledge Sharing Within Environments for Formation Control', Brazil, presented at International Joint Conference on Neural Networks, Brazil, -
    Conference Papers | 2018
    Nguyen T; Nguyen H; Garratt M; Tran P; Kasmarik K; Barlow M; Anavatti S; Abbass H, 2018, 'Apprenticeship Bootstrapping via Deep Learning with a Safety Net for UAV-UGV Interaction', in AAAI Fall Symposia Papers, AAAI, Stanford USA, presented at Fifth AAAI Fall Symposium Series on Artificial Intelligence for Human-Robot Interaction, Stanford USA, - , https://aaai.org/Library/Symposia/symposia-library.php
    Preprints | 2018
    Tang J; Abbass HA, 2018, Behavioral Learning of Aircraft Landing Sequencing Using a Society of Probabilistic Finite State Machines, , http://dx.doi.org/10.48550/arxiv.1802.10203
    Preprints | 2018
    Tang J; Leu G; Abbass H, 2018, Networking the Boids is More Robust Against Adversarial Learning, , http://dx.doi.org/10.48550/arxiv.1802.10206
    Preprints | 2018
    Tang J; Petraki E; Abbass H, 2018, Shaping Influence and Influencing Shaping: A Computational Red Teaming Trust-based Swarm Intelligence Model, , http://dx.doi.org/10.48550/arxiv.1802.09647
    Conference Papers | 2018
    Wang M; Hu J; Abbass HA, 2018, 'Multi-scale Weighted Inherent Fuzzy Entropy for EEG Biomarkers', in IEEE International Conference on Fuzzy Systems, IEEE, Rio de Janeiro, Brazil, presented at 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Rio de Janeiro, Brazil, 08 July 2018 - 13 July 2018, http://dx.doi.org/10.1109/Fuzz-Ieee.2018.8491544
    Conference Papers | 2018
    Wang M; Hussein A; Rojas RF; Shafi K; Abbass HA, 2018, 'EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction', in Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018, pp. 350 - 357, http://dx.doi.org/10.1109/SSCI.2018.8628649
    Preprints | 2017
    Chica M; Chiong R; Ramasco J; Abbass H, 2017, Effects of update rules on networked N-player trust game dynamics, , http://dx.doi.org/10.48550/arxiv.1712.06875
    Conference Papers | 2017
    Greenwood G; Abbass HA; Petraki E, 2017, 'Emotion, trustworthiness and altruistic punishment in a tragedy of the commons social dilemma', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Geelong, VIC, Australia, pp. 12 - 24, presented at Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, 31 January 2017 - 02 February 2017, http://dx.doi.org/10.1007/978-3-319-51691-2_2
    Conference Papers | 2017
    Nguyen HT; Garratt ; Bui ; Abbass , 2017, 'Supervised deep actor network for imitation learning in a ground-air UAV-UGVs coordination task', in 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Institute of Electrical and Electronics Engineers (IEEE), Honolulu, Hawaii, USA, pp. 1 - 8, presented at 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, Hawaii, USA, 27 November 2017 - 01 December 2017, http://dx.doi.org/10.1109/SSCI.2017.8285387
    Conference Papers | 2017
    Wang S-M, 2017, 'An Action Research on the Information-Merged-Education of "Dabu Flower-Drum Dancing Array"', in INTERNATIONAL CONFERENCE ON ADVANCED EDUCATION AND MANAGEMENT SCIENCE (AEMS 2017), DESTECH PUBLICATIONS, INC, THAILAND, Bangkok, pp. 1 - 9, presented at International Conference on Advanced Education and Management Science (AEMS), THAILAND, Bangkok, 26 March 2017 - 27 March 2017, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000431390600001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2017
    Yang Z; Merrick K; Abbass H; Jin L, 2017, 'Multi-task deep reinforcement learning for continuous action control', in Sierra C (ed.), IJCAI International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, AUSTRALIA, Melbourne, pp. 3301 - 3307, presented at Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, AUSTRALIA, Melbourne, 19 August 2017 - 25 August 2017, http://dx.doi.org/10.24963/ijcai.2017/461
    Conference Papers | 2017
    Yang Z; Merrick K; Abbass H, 2017, 'Handling Multi-Task Learning with Deep Reinforcement Learning', Melbourne Australia, presented at International Joint Conference on Artificial Intelligence, Melbourne Australia, -
    Preprints | 2016
    Abbass HA; Leu G; Merrick K, 2016, A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data, , http://dx.doi.org/10.48550/arxiv.1604.00921
    Conference Papers | 2016
    Abdelfattah S; Merrick K; Abbass H, 2016, 'Eye Movements as Information Markers in EEG Data', in IEEE Symposium Series on Computational Intelligence Proceedings, Institute of Electrical and Electronics Engineers (IEEE), Athens, Greece, pp. 1 - 7, presented at IEEE Symposium Series on Computational Intelligence, Athens, Greece, 06 December 2016 - 09 December 2016, http://dx.doi.org/10.1109/SSCI.2016.7850043
    Conference Papers | 2016
    Abdelfattah S; Merrick K; Abbass H, 2016, 'Theta-Beta Ratios Are Prominent EEG Features for Visual Tracking Tasks', in Proceedings of the Human Factors and Ergonomics Society 2016 Annual Meeting, SAGE Publications, Washington DC, pp. 21 - 25, presented at Human Factors and Ergonomics Society International Meeting, Washington DC, 19 September 2016 - 23 September 2016, http://dx.doi.org/10.1177/1541931213601005
    Conference Papers | 2016
    Dunk I; Abbass H, 2016, 'Emergence of order in leader-follower Boids-inspired systems', in 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, presented at 2016 IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 06 December 2016 - 09 December 2016, http://dx.doi.org/10.1109/SSCI.2016.7850037
    Conference Papers | 2016
    Goh SK; Abbass HA; Tan KC; Al-Mamun A; Guan C; Wang CC, 2016, 'Multiway analysis of EEG artifacts based on Block Term Decomposition', in Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers (IEEE), CANADA, Vancouver, pp. 913 - 920, presented at 2016 International Joint Conference on Neural Networks (IJCNN), CANADA, Vancouver, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/IJCNN.2016.7727296
    Conference Papers | 2016
    Greenwood G; Abbass H; Petraki E, 2016, 'Finite population trust game replicators', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 324 - 335, http://dx.doi.org/10.1007/978-3-319-28270-1_27
    Conference Papers | 2016
    Harvey J; Merrick K; Abbass H, 2016, 'Quantifying Swarming Behaviour', in Advances in Swarm Intelligence, Indonesia, pp. 119 - 130, presented at The Seventh International Conference on Swarm Intelligence, Indonesia, - , http://dx.doi.org/10.1007/978-3-319-41000-5
    Conference Papers | 2016
    Harvey J; Merrick K; Abbass H, 2016, 'Quantifying Swarming Behaviour', in Tan Y; Shi Y; Niu B (eds.), ADVANCES IN SWARM INTELLIGENCE, ICSI 2016, PT I, SPRINGER INT PUBLISHING AG, INDONESIA, Bali, pp. 119 - 130, presented at 7th International Conference on Swarm Intelligence (ICSI), INDONESIA, Bali, 25 June 2016 - 30 June 2016, http://dx.doi.org/10.1007/978-3-319-41000-5_12
    Conference Papers | 2016
    Liu X; Merrick K; Abbass H, 2016, 'Designing Artificial Agents to Detect the Motive Profile of Users in Virtual Worlds and Games', in Computational Intelligence (SSCI), 2016 IEEE Symposium Series on, Institute of Electrical and Electronics Engineers (IEEE), Athens, Greece, pp. 1 - 8, presented at IEEE Symposium Series on Computational Intelligence, Athens, Greece, 06 December 2016 - 09 December 2016, http://dx.doi.org/10.1109/SSCI.2016.7850036
    Conference Papers | 2016
    Tang J; Petraki E; Abbass HA; Tang J, 2016, 'Shaping Influence and Influencing Shaping: A Computational Red Teaming Trust-based Swarm Intelligence Model', in Tan Y; Shi Y; Niu B (eds.), Advances in Swarm Intelligence, Springer International Publishing, Bali, Indonesia, pp. 14 - 23, presented at International Conference on Swarm Intelligence, Bali, Indonesia, 25 June 2016 - 30 June 2016, http://dx.doi.org/10.1007/978-3-319-41000-5_2
    Conference Papers | 2016
    Wang M; Abbass H; Hu J; Merrick K, 2016, 'Detecting Rare Visual and Auditory Events from EEG Using Pairwise-Comparison Neural Networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, China, pp. 90 - 101, presented at The 8th International Conference on Brain-Inspired Cognitive Systems, China, - , http://dx.doi.org/10.1007/978-3-319-49685-6_9
    Conference Papers | 2016
    Wang M; Abbass HA; Hu J, 2016, 'Continuous Authentication Using EEG and Face Images for Trusted Autonomous Systems', in 2016 14th Annual Conference on Privacy, Security and Trust (PST), IEEE, Auckland, New Zealand, pp. 368 - 375, presented at Annual Conference on Privacy, Security and Trust, Auckland, New Zealand, 12 December 2016 - 14 December 2016, http://dx.doi.org/10.1109/PST.2016.7906958
    Conference Papers | 2016
    Zhang B; Shafi K; Abbass HA, 2016, 'Hybrid knowledge-based evolutionary many-objective optimization', in 2016 IEEE Congress on Evolutionary Computation, CEC 2016, pp. 1007 - 1014, http://dx.doi.org/10.1109/CEC.2016.7743899
    Conference Papers | 2015
    Abbass HA; Young L, 2015, 'From system thinking to capability thinking using the thinking capability analysis technique', in Proceedings - 21st International Congress on Modelling and Simulation, MODSIM 2015, pp. 829 - 835
    Conference Papers | 2015
    Al-Ani A; Naik GR; Abbass HA, 2015, 'A methodology for synthesizing interdependent multichannel EEG data with a comparison among three blind source separation techniques', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 154 - 161, http://dx.doi.org/10.1007/978-3-319-26561-2_19
    Conference Papers | 2015
    Falcon R; Abielmona R; Billings S; Plachkov A; Abbass H, 2015, 'Risk management with hard-soft data fusion in maritime domain awareness', in Proceedings of the 2014 7th IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2014, http://dx.doi.org/10.1109/CISDA.2014.7035641
    Conference Papers | 2015
    Goh SK; Tan KC; Al-Mamun A; Abbass HA, 2015, 'Evolutionary Big Optimization (BigOpt) of Signals', in 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, pp. 3332 - 3339, http://dx.doi.org/10.1109/CEC.2015.7257307
    Conference Papers | 2015
    Hossain M; Alam S; Abbass H, 2015, 'A dynamic multi-commodity flow optimization algorithm for estimating airport network capacity', in Lecture Notes in Electrical Engineering, Tokyo, Japan, pp. 205 - 220, presented at the 4th ENRI International Workshop, 2015, Tokyo, Japan, 17 November 2015 - 19 November 2015, http://dx.doi.org/10.1007/978-4-431-56423-2_11
    Conference Papers | 2015
    Hossain M; Alam S; abbass H, 2015, 'A Multicommodity Flow Optimization Formulation for Estimating Air Traffic Capacity of Airport Network', Tokyo, Japan, presented at 4th ENRI International Workshop on ATM/CNS (EIWAC2015)., Tokyo, Japan, 17 November 2015 - 19 November 2015, http://dx.doi.org/10.26190/unsworks/25770
    Conference Papers | 2015
    Leu G; Abbass H, 2015, 'Computational Red Teaming in a Sudoku Solving Context: Neural Network Based Skill Representation and Acquisition', in Lavangnananda K; Phon-Amnuaisuk S; Engchuan W; Chan JH (eds.), Intelligent and Evolutionary Systems, Springer Nature, Bangkok, pp. 319 - 332, presented at The 19th Asia-Pacific Symposium on Intelligent and Evolutionary Systems, Bangkok, 22 November 2015 - 25 November 2015, http://dx.doi.org/10.1007/978-3-319-27000-5_26
    Conference Papers | 2015
    Swiechowski M; Merrick KE; Mandziuk J; Abbass H, 2015, 'Human-Machine Cooperation in General Game Playing', in Eighth International Conference on Advances in Computer-Human Interactions, Lisbon, Portugal, presented at Eighth International Conference on Advances in Computer-Human Interactions, Lisbon, Portugal, 22 February 2015 - 27 February 2015
    Conference Papers | 2015
    Wang B; Merrick K; Abbass HA, 2015, 'Autonomous hypothesis generation as an environment learning mechanism for agent design', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ., pp. 210 - 225, presented at ., ., 05 February 2015 - 07 February 2015
    Conference Papers | 2014
    Abbass HA; Tang J; Amin R; Ellejmi M; Kirby S, 2014, 'Augmented cognition using real-time EEG-based adaptive strategies for air traffic control', in Proceedings of the Human Factors and Ergonomics Society, pp. 230 - 234, http://dx.doi.org/10.1177/1541931214581048
    Conference Papers | 2014
    Abbass HA, 2014, 'Calibrating independent component analysis with laplacian reference for real-time EEG artifact removal', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 68 - 75, http://dx.doi.org/10.1007/978-3-319-12643-2_9
    Conference Papers | 2014
    Amin R; Tang J; Ellejmi M; Kirby S; Abbass HA, 2014, 'Trading-off simulation fidelity and optimization accuracy in air-traffic experiments using differential evolution', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, Institute of Electrical and Electronics Engineers Inc., pp. 475 - 482, presented at 2014 IEEE Congress on Evolutionary Computation, CEC 2014, 06 July 2014 - 11 July 2014, http://dx.doi.org/10.1109/CEC.2014.6900573
    Conference Papers | 2014
    Greenwood GW; Elsayed S; Sarker R; Abbass HA, 2014, 'Online generation of trajectories for autonomous vehicles using a multi-agent system', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 1218 - 1224, http://dx.doi.org/10.1109/CEC.2014.6900345
    Preprints | 2014
    Iorio AW; Abbass HA; Gaidow S; Bender A, 2014, Visualizing Cognitive Moves for Assessing Information Perception Biases in Decision Making, , http://dx.doi.org/10.48550/arxiv.1401.7193
    Conference Papers | 2014
    Leu G; Tang J; Abbass H; Tang J, 2014, 'On the role of working memory in trading–off skills and situation awareness in sudoku', in Loo CK; Yap KS; Wong KW; Teoh A; Huang K (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, MALAYSIA, Kuching, pp. 571 - 578, presented at 21st International Conference on Neural Information Processing (ICONIP), MALAYSIA, Kuching, 03 November 2014 - 06 November 2014, http://dx.doi.org/10.1007/978-3-319-12643-2_69
    Conference Papers | 2014
    Petraki E; Abbass HA, 2014, 'On trust and influence: A computational red teaming game theoretic perspective', in Proceedings of the 2014 7th IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2014, Institute of Electrical and Electronics Engineers (IEEE), VIETNAM, Le Quy Don Tech Univ, Hanoi, pp. 1 - 7, presented at the 2014 Seventh IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA), VIETNAM, Le Quy Don Tech Univ, Hanoi, 14 December 2014 - 17 December 2014, http://dx.doi.org/10.1109/CISDA.2014.7035644
    Conference Papers | 2014
    Ren S; Tang J; Barlow M; Abbass HA, 2014, 'An interactive evolutionary computation framework controlled via EEG signals', in IEEE International Conference on Fuzzy Systems, Institute of Electrical and Electronics Engineers Inc., pp. 2402 - 2409, presented at 2014 IEEE International Conference on Fuzzy Systems, 06 July 2014 - 11 April 2015, http://dx.doi.org/10.1109/FUZZ-IEEE.2014.6891689
    Conference Papers | 2014
    Tang J; Abbass HA; Tang J, 2014, 'Behavioral learning of aircraft landing sequencing using a society of Probabilistic Finite state Machines', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, Institute of Electrical and Electronics Engineers (IEEE), PEOPLES R CHINA, Beijing, pp. 610 - 617, presented at 2014 IEEE Congress on Evolutionary Computation (CEC), PEOPLES R CHINA, Beijing, 06 July 2014 - 11 July 2014, http://dx.doi.org/10.1109/CEC.2014.6900597
    Conference Papers | 2013
    Abbass HA; Nguyen ; Bui , 2013, 'A New Niching Method for the Direction-based Multi-objective Evolutionary Algorithm', in Suganthan (ed.), 2013 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM 2013), presented at IEEE Symposium Series on Computational Intelligence, 16 April 2013 - 19 April 2013
    Conference Papers | 2013
    Alam S; Hossain M; LOKAN C; Barry S; Aldis G; Butcher R; Abbass H, 2013, 'Real Time Prediction of Worst Case Air Traffic Sector Collision Risk using Evolutionary Optimization', in Suganthan PN (ed.), Singapore, presented at Computational Intelligence in Vehicles and Transportation Systems (CIVTS), 2013 IEEE Symposium on, Singapore, 16 April 2013 - 19 April 2013, http://dx.doi.org/10.1109/CIVTS.2013.6612292
    Conference Papers | 2013
    Amin R; Tang J; Ellejmi M; Kirby S; Abbass HA, 2013, 'An evolutionary goal-programming approach towards scenario design for air-traffic human-performance experiments', in Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, CIVTS 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, pp. 64 - 71, http://dx.doi.org/10.1109/CIVTS.2013.6612291
    Conference Papers | 2013
    Amin R; Tang J; Ellejmi M; Kirby S; Abbass HA, 2013, 'Computational red teaming for correction of traffic events in real time human performance studies', in Proceedings of the 10th USA/Europe Air Traffic Management Research and Development Seminar, ATM 2013
    Conference Papers | 2013
    Ghoneim A; Greenwood GW; Abbass H, 2013, 'Distributing cognitive resources in one-against-many strategy games', in 2013 IEEE Congress on Evolutionary Computation, CEC 2013, pp. 1387 - 1394, http://dx.doi.org/10.1109/CEC.2013.6557726
    Conference Papers | 2013
    Hossain M; Alam S; Abbass HA; Rees T, 2013, 'Australian Airports Network Robustness Analysis: A Complex Network Approach', in Department of Infrastructure and Regional Development. (ed.), Australasian Transport Research Forum, ATRF 2013 - Proceedings, Brisbane, presented at 36th Australasian Transport Research Forum (ATRF), Brisbane, 02 October 2013 - 04 October 2013
    Conference Papers | 2012
    Abbass H; Essam D; Sarker R, 2012, '2012 IEEE Congress on Evolutionary Computation', in 2012 IEEE Congress on Evolutionary Computation, IEEE, pp. 1 - 1, presented at 2012 IEEE Congress on Evolutionary Computation (CEC), 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/cec.2012.6256101
    Conference Papers | 2012
    Abbass H; Essam D; Sarker R, 2012, 'The 2012 international joint conference on neural networks (IJCNN)', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN.2012.6252361
    Conference Papers | 2012
    Alam S; Lokan CJ; Abbass HA, 2012, 'What can make an airspace unsafe? characterizing collision risk using multi-objective optimization', Brisbane, QLD, pp. Article number 6256168, presented at 2012 IEEE Congress on Evolutionary Computation (CEC), Brisbane, QLD, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6256168
    Conference Papers | 2012
    Bui VQ; Bender A; Abbass HA, 2012, 'An expressive GL-2 grammar for representing story-like scenarios', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 8, presented at 2012 IEEE Congress on Evolutionary Computation (CEC), Brisbane, QLD, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6252888
    Conference Papers | 2012
    Leu G; Abbass H, 2012, 'Modeling and Evolving Human Behaviors and Emotions in Road Traffic Networks', in Procedia - Social and Behavioral Sciences, Elsevier: Creative Commons Attribution Non-Commercial No-Derivatives License, Paris, France, presented at 15th Meeting of the EURO Working Group on Transportation, Paris, France, 10 September 2012 - 13 September 2012, http://dx.doi.org/10.1016/j.sbspro.2012.09.815
    Conference Papers | 2012
    Mount WM; Tucek DC; Abbass HA, 2012, 'A Psychophysiological Analysis of Weak Annoyances in Human Computer Interfaces', in Lecture Notes in Computer Science (LNCS), Springer, pp. 202 - 209, http://dx.doi.org/10.1007/978-3-642-34475-6_25
    Conference Papers | 2012
    Mount WM; Tucek DC; Abbass HA, 2012, 'Psychophysiological evaluation of task complexity and cognitive performance in a human computer interface experiment', in Lecture Notes in Computer Science (LNCS), Springer, pp. 600 - 607, http://dx.doi.org/10.1007/978-3-642-34475-6_72
    Conference Papers | 2012
    Ren S; Barlow MG; Abbass HA, 2012, 'Frontal cortex neural activities shift cognitive resources away from facial activities in real-time problem solving', in Lecture Notes in Computer Science (LNCS), Springer, pp. 132 - 139, http://dx.doi.org/10.1007/978-3-642-34478-7_17
    Conference Papers | 2012
    Tucek DC; Mount WM; Abbass HA, 2012, 'Neural and speech indicators of cognitive load for Sudoku game interfaces', in Lecture Notes in Computer Science (LNCS), Springer, pp. 2010 - 2017, http://dx.doi.org/10.1007/978-3-642-34475-6_26
    Conference Papers | 2012
    Wang K; Bui VQ; Petraki E; Abbass HA, 2012, 'Evolving story narrative using surrogate models of human judgement', in Robot Intelligence Technology and Applications 2012 - Advances in Intelligent Systems and Computing, Springer Berlin Heidelberg, Heidelberg, Germany, pp. 653 - 661, presented at 1st International Conference on Robot Intelligence Technology and Applications, RiTA 2012, Gwangju; South Korea, 16 December 2012 - 18 December 2012, http://dx.doi.org/10.1007/978-3-642-37374-9_62
    Conference Papers | 2012
    Wang S; Shafi K; Lokan CJ; Abbass HA, 2012, 'Neuro-evolution of Escape Behaviour under High Level of Deception and Noise', in Proceedings of 1st International Conference on Robot Intelligence Technology and Applications (RiTA 2012), Springer, Gwangju, Korea, pp. 1 - 8, presented at 1st International Conference on Robot Intelligence Technology and Applications (RiTA 2012), Gwangju, Korea, 16 December 2012 - 18 December 2012
    Conference Papers | 2012
    Xiong J; Shafi K; Abbass HA, 2012, 'Multi-Uncertainty Problems (MUP) with applications to managing risk in resource-constrained project scheduling', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 8, presented at 2012 IEEE Congress on Evolutionary Computation (CEC), Brisbane, QLD, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6256118
    Conference Papers | 2012
    Zhang B; Shafi K; Abbass HA, 2012, 'A density based approach to the access point layout smart distribution grid design optimization problem', in Simulated Evolution and Learning, Springer-Verlag Berlin And Heidelberg Gmbh & Co. K, USA, pp. 73 - 82, presented at 9th International Conference on Simulated Evolution and Learning, SEAL 2012, Hanoi, 16 December 2012 - 19 December 2012, http://dx.doi.org/10.1007/978-3-642-34859-4_8
    Conference Papers | 2012
    Zhang B; Shafi K; Abbass HA, 2012, 'Robo-Teacher: A Computational Simulation Based Educational System to Improve Cyber Security', in Robot Intelligence Technology and Applications 2012 - Advances in Intelligent Systems and Computing, Springer Berlin Heidelberg, Heidelberg, Germany, pp. 179 - 186, presented at 1st International Conference on Robot Intelligence Technology and Applications (RiTA 2012), Gwangju, Korea, 16 December 2012 - 18 December 2012, http://dx.doi.org/10.1007/978-3-642-37374-9_18
    Conference Papers | 2011
    Abbass HA; Murray-mount W; Tucek DC; Cherie tucek D, 2011, 'Towards a Code of Best Practice for Evaluating Air Traffic control Interfaces', in Australasian Transport Research Forum 2011 Proceedings, Adelaide, South Australia, pp. 1 - 17, presented at Australasian Transport Research Forum 2011, Adelaide, South Australia, 28 September 2011 - 30 September 2011, http://www.atrf11.unisa.edu.au/Assets/Papers/ATRF11_0212_final.pdf
    Conference Papers | 2011
    Alam S; Zhao W; Tang J; Lokan C; Abbass H; Ellejmi M; Kirby S, 2011, 'Discovering delay patterns in arrival traffic with dynamic continuous descent approaches using co-evolutionary red teaming', in Proceedings of the 9th USA/Europe Air Traffic Management Research and Development Seminar, ATM 2011, pp. 174 - 183
    Conference Papers | 2011
    Alam S; Zhao W; Tang J; Lokan CJ; Abbass HA; Ellejmi M; Kirby S, 2011, 'Co-Evolutionary Framework for Identifying Delay Patterns in Arrival Traffic and Ground Events for Dynamic CDA Operations', in Proceedings of 9th USA/EUROPE Air Traffic Management Research & Development Seminar, EUROCONTROL/FAA, Berlin, presented at 9th USA/EUROPE Air Traffic Management Research & Development Seminar (ATM R&D Seminar), Berlin, http://www.atmseminar.org/seminarContent/seminar9/papers/42-Abbass-Final-Paper-4-14-11.pdf
    Conference Papers | 2011
    Bui L; Baker S; Bender A; Abbass HA; Barlow MG; Sarker R, 2011, 'A grid-based heuristic for two-dimensional packing problems', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 2329 - 2336, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949905
    Conference Papers | 2011
    El-Fiqi H; Petraki E; Abbass HA, 2011, 'A computational linguistic approach for the identification of translator stylometry using Arabic-English text', in IEEE International Conference on Fuzzy Systems, Institute of Electrical and Electronics Engineers Inc.,, Piscataway, NJ, USA, pp. 2039 - 2045, presented at 2011 IEEE International Conference on Fuzzy Systems, FUZZ 2011, Taipei, Taiwan, 27 June 2011 - 30 June 2011, http://dx.doi.org/10.1109/FUZZY.2011.6007535
    Conference Papers | 2011
    Ghoneim AS; Essam D; Abbass HA, 2011, 'Competency awareness in strategic decision making', in 2011 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA 2011), IEEE, Piscataway, NJ, USA, pp. 106 - 109, presented at 2011 IEEE 1st International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2011, Miami Beach, FL, USA, 21 February 2011 - 24 February 2011, http://dx.doi.org/10.1109/COGSIMA.2011.5753426
    Conference Papers | 2011
    Ghoneim AS; Essam D; Abbass HA, 2011, 'On Computations and Strategies for Real and Artificial Systems', in European Conference on Artificial Life, MIT Press, Paris, pp. 260 - 267, presented at European Conference on Artificial Life, Paris, https://mitpress.mit.edu/catalog/item/default.asp?ttype=2&tid=12760
    Conference Papers | 2011
    Shafi K; Bender A; Abbass HA, 2011, 'Fleet estimation for defence logistics using a multi-objective Learning Classifier System', in Genetic and Evolutionary Computation Conference, GECCO'11, Association for Computing Machinery, New York, pp. 1195 - 1202, presented at 13th Annual Genetic and Evolutionary Computation Conference, GECCO'11, Dublin, Ireland, 12 July 2011 - 16 July 2011, http://dx.doi.org/10.1145/2001576.2001738
    Conference Papers | 2011
    Xiong J; Chen Y; Liu J; Abbass HA, 2011, 'An evolutionary multi-objective scenario-based approach for Stochastic Resource Investment Project Scheduling', in 2011 IEEE Congress of Evolutionary Computation, CEC 2011, IEEE Computer Society, Piscataway, NJ, United States, pp. 2767 - 2774, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, United States, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949965
    Conference Papers | 2010
    Abbass HA; Petraki E, 2010, 'A Pedagogical Framework for Succeeding in a Cross-Disciplinary PhD', in Proceedings of the IADIS international conference on international higher education (IHE 2010), Lisbon, Portugal : International Association for Development of the Information Society (IADIS), Lisbon, Portugal, pp. 80 - 86, presented at IADIS International Conference on International Higher Education, Perth, 29 November 2010 - 01 December 2010
    Conference Papers | 2010
    Alam S; Lokan CJ; Abbass HA; Ellejmi M; Kirby S, 2010, 'An Evolutionary Computational Analysis of Tactical Controller Tool', in In Proc. Aviation Information Technology Engineering and Management Conference, IGI Global, New Orleans, Louisiana, USA., pp. 1 - 8, presented at Aviation Information Technology Engineering and Management Conference, New Orleans, Louisiana, USA, 22 March 2010 - 24 March 2010, http://www.aitem2010.org/
    Conference Papers | 2010
    Alam S; Nguyen MH; Abbass HA; Lokan CJ; Ellejmi M; Kirby S, 2010, 'A Dynamic Continuous Descent Approach Methodology for Low Noise and Emission', in Proc. of the 29th IEEE/AIAA Digital Avionics Systems Conference, IEEE, Salt Lake City, USA, pp. 1.E.51 - 1.E.518, presented at 29th Digital Avionics Systems Conference: Improving Our Environment through Green Avionics and ATM Solutions, DASC 2010, Salt Lake City, UT, USA, 03 October 2010 - 07 October 2010, http://dx.doi.org/10.1109/DASC.2010.5655502
    Conference Papers | 2010
    Boulden S; Iorio A; Abbass HA, 2010, 'Learning Synchronization Behaviours in Networked Complex Systems Using Genetic Algorithms', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586030
    Conference Papers | 2010
    Bui VQ; Abbass HA; Bender A, 2010, 'Evolving Stories: Grammar Evolution for Automatic Plot Generation', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5585934
    Conference Papers | 2010
    Hossain MM; Abbass HA; Lokan CJ; Alam S, 2010, 'Adversarial Evolution: Phase Transition in Non-uniform Hard Satisfiability Problems', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010
    Conference Papers | 2010
    Leu G; Abbass HA; Curtis N, 2010, 'A GIS based assessment framework for investigating the service level resilience of ground transportation systems', in 31st Conference of the Australian Institutes of Transport Research, Australian Institutes of Transport Research, Canberra, presented at 31st Conference of the Australian Institutes of Transport Research, Canberra
    Conference Papers | 2010
    Leu G; Abbass HA; Curtis N, 2010, 'Resilience of ground transportation networks: A case study on Melbourne', in Australian Transport Research Forum, Canberra, presented at Australian Transport Research Forum, Canberra, 29 September 2010 - 01 October 2010
    Conference Papers | 2010
    Liu J; Zhong W; Abbass HA; Green D, 2010, 'Separated and Overlapping Community Detection in Complex Networks using Multiobjective Evolutionary Algorithms', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586522
    Conference Papers | 2010
    Purton ; Abbass HA; Alam S, 2010, 'Identification of ADS-B System Vulnerabilities and Threats', in 33RD AUSTRALASIAN TRANSPORT RESEARCH FORUM, Bureau of Infrastructure, Transport and Regional Economics, Canberra, presented at ATRF 2010: 33rd Australasian Transport Research Forum, Canberra, ACT, 29 September 2010 - 01 October 2010, http://www.patrec.org/web_docs/atrf/papers/2010/1916_222%20-%20Purton%20Abbass%20Alam.pdf
    Conference Papers | 2010
    Shafi K; Bender A; Abbass HA, 2010, 'Evolutionary Dynamics of Interdependent Exogenous Risks', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586429
    Conference Papers | 2010
    Wang K; Bui VQ; Abbass HA, 2010, 'Evolving stories: Tree Adjoining Grammar Guided Genetic Programming for Complex Plot Generation', in Proceedings of the 8th International Conference on Simulated Evolution And Learning, Springer Verlag, Berlin Heidelburg, pp. 135 - 145, presented at International Conference on Simulated Evolution and Learning (SEAL2010), Kanpur, India, 01 December 2010 - 04 December 2010, http://dx.doi.org/10.1007/978-3-642-17298-4_14
    Conference Papers | 2010
    Wang S; Shafi K; Lokan CJ; Abbass HA, 2010, 'Robustness of Neural Ensembles Against Targeted and Random Adversarial Learning', in FUZZ IEEE 2010 - IEEE World Congress on Computation Intelligence, IEEE, Spain, presented at IEEE International Conference on Fuzzy Systems, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/FUZZY.2010.5584822
    Conference Papers | 2010
    Zhao W; Liu J; Abbass HA; Bender A, 2010, 'A Multi-objective Risk-Based Approach for Airlift Task Scheduling Using Stochastic Bin Packing', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586005
    Preprints | 2009
    Abbass H; Bender A; Dam H; Baker S; Whitacre JM; Sarker R, 2009, Computational Scenario-based Capability Planning, http://dx.doi.org/10.48550/arxiv.0907.0520
    Conference Papers | 2009
    Abbass HA; Bligh W; Towsey M; Finn G; Tierney M, 2009, 'Knowledge discovery in a dairy cattle database: Automated knowledge acquisition', in Knowledge discovery in a dairy cattle database: Automated knowledge acquisition, 5th International Conference of the International Society for Equity in Health - `Social and Societal Influences on Equity in Health`, Crete, presented at 5th International Conference of the International Society for Equity in Health - `Social and Societal Influences on Equity in Health`, Crete, 09 June 2009 - 11 June 2009
    Conference Papers | 2009
    Alam S; Abbass HA; Lokan CJ; Ellejmi M; Kirby S, 2009, 'Computational Red Teaming to Investigate Failure Patterns in Medium Term Conflict Detection', in Proceedings of 8th Eurocontrol Innovative Research Workshop, Brétigny-sur-Orge, France, pp. 183 - 194, presented at 8th Eurocontrol Innovative Research Workshop, Brétigny-sur-Orge, France, http://ino2009.eurocontrol.fr/2009/index.php
    Conference Papers | 2009
    Alam S; Tang J; Abbass HA; Lokan CJ, 2009, 'The effect of symmetry in representation on scenario-based risk assessment for air-traffic control resolution strategies', in Proceedings of the IEEE Congress on Evolutionary Computation, 2009 (CEC 2009), IEEE Computer Society, Trondheim, Norway, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4983211
    Conference Papers | 2009
    Bui LT; Wesolkowski S; Bender A; Abbass HA; Barlow MG, 2009, 'A dominance-based stability measure for multi-objective evolutionary algorithms', in Proceedings of the IEEE Congress on Evolutionary Computation, 2009 (CEC 2009), IEEE Computer Society, Trondheim, Norway, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4983020
    Conference Papers | 2009
    Bui VQ; Bui LT; Abbass HA; Bender A; Ray PK, 2009, 'On the Role of Information Networks in Logistics: An Evolutionary Approach with Military Scenarios', in Proceedings of the IEEE Congress on Evolutionary Computation, 2009 (CEC 2009), IEEE Computer Society, Trondheim, Norway, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4983000
    Conference Papers | 2009
    Nehaniv C; Abbass H; Sugisaka M, 2009, 'Welcome message', in 2009 IEEE Symposium on Artificial Life, ALIFE 2009 - Proceedings, http://dx.doi.org/10.1109/ALIFE.2009.4937686
    Conference Papers | 2009
    Tang J; Alam S; Abbass HA; Lokan CJ, 2009, 'Modelling and evolutionary multi-objective evaluation of interdependencies and work processes in airport operations', in 2009 World Summit on Genetic and Evolutionary Computation, 2009 GEC Summit - Proceedings of the 1st ACM/SIGEVO Summit on Genetic and Evolutionary Computation, GEC`09, presented at 2009 World Summit on Genetic and Evolutionary Computation, 12 June 2009 - 14 June 2009, http://dx.doi.org/10.1145/1543834.1543988
    Conference Papers | 2009
    Wesolkowski S; Abbass H; Abielmona R, 2009, 'Welcome to CISDA'2009', in IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2009, http://dx.doi.org/10.1109/CISDA.2009.5356517
    Reports | 2009
    Wesolkowski S; Mazurek M; Whitacre JM; Bender A; Abbass H, 2009, Robustness and Adaptiveness Analysis of Future Fleets, http://arxiv.org/abs/0907.0598v1
    Preprints | 2009
    Wesolkowski S; Mazurek M; Whitacre JM; Bender A; Abbass H, 2009, Robustness and Adaptiveness Analysis of Future Fleets, , http://dx.doi.org/10.48550/arxiv.0907.0598
    Preprints | 2009
    Whitacre JM; Abbass HA; Sarker R; Bender A; Baker S, 2009, Strategic Positioning in Tactical Scenario Planning, http://dx.doi.org/10.48550/arxiv.0907.0340
    Preprints | 2009
    Whitacre JM; Bender A; Baker S; Fan Q; Sarker RA; Abbass H, 2009, Network Topology and Time Criticality Effects in the Modularised Fleet Mix Problem, http://dx.doi.org/10.48550/arxiv.0907.0597
    Conference Papers | 2008
    Abbass HA; Bender A; Dam HH; Baker S; Whitacre JM; Sarker R, 2008, 'Computational Scenario-based Capability Planning', in Proc: Genetic and Evolutionary Computation Conference (GECCO-2008), Atlanta, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, USA, 12 July 2008 - 16 July 2008, http://dx.doi.org/10.1145/1389095.1389378
    Conference Papers | 2008
    Barbosa B; Bui LT; Abbass HA; Aguirre LA; Braga AP, 2008, 'Evolving an Ensemble of Neural Networks using Artificial Immune Systems', in LNCS 5361: Simulated Evolution and Learning ? SEAL 2008, Melbourne, Australia, presented at 7th International Conf. on Simulated Evolution & Learning (SEAL 2008), Melbourne, Australia, 07 December 2008 - 10 December 2008
    Conference Papers | 2008
    Whitacre JM; Abbass HA; Bender A; Sarker R; Baker S, 2008, 'Strategic Positioning in Tactical Scenario Planning', in Proc: Genetic and Evolutionary Computation Conference (GECCO-2008), Atlanta, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, USA, 12 July 2008 - 16 July 2008, http://dx.doi.org/10.1145/1389095.1389293
    Conference Papers | 2008
    Whitacre JM; Bender A; Baker S; Fan Q; Sarker R; Abbass HA, 2008, 'Network Topology and Time Criticality Effects in Modularised Fleet Problems', in SimTecT 2008: Simulation Conference, Melbourne, Australia, presented at SimTecT 2008: Simulation Conference, Melbourne, Australia, 12 May 2008 - 15 May 2008
    Conference Papers | 2007
    Abbass HA; Alam S; Nguyen MH; Tang J, 2007, 'Dynamic Weather Avoidance Trajectories in a Traffic Constrained Enroute Airspace,', in 6th Eurocontrol Innovative Research Workshop and Exhibition, 6th Eurocontrol Innovative Research Workshop and Exhibition, Bretigny sur Orge, France, presented at 6th Eurocontrol Innovative Research Workshop and Exhibition, Bretigny sur Orge, France, 04 December 2007 - 06 December 2007
    Conference Papers | 2007
    Abbass HA; Baker S; Bender A; Sarker R, 2007, 'Anticipating Future Army Supply Chain Fleet Capabilities', in Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, presented at Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, 04 June 2007 - 07 June 2007
    Conference Papers | 2007
    Abbass HA; Bender A; Baker S; Sarker R, 2007, 'Anticipating Future Scenarios for the Design of Modularised Vehicle and Trailer Fleets', in Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, presented at Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, 04 June 2007 - 07 June 2007
    Conference Papers | 2007
    Alam S; Nguyen MH; Abbass HA; Barlow MG, 2007, 'Ants Guide Future Pilots', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, presented at 3rd Australian Conference on Artificial Life (ACAL) 2007, Gold Coast, Qld, 04 December 2007 - 06 December 2007
    Conference Papers | 2007
    Alam S; Nguyen MH; Abbass HA; Sarker R, 2007, 'The Architecture Design and Validation of the Air Traffic Operations and Management Simulator (ATOMS)', in Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, presented at Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, 04 June 2007 - 07 June 2007
    Conference Papers | 2007
    Alam S; Shafi K; Abbass HA; Barlow MG, 2007, 'Evolving Air Traffic Scenarios for the Evaluation of Conflict Detection Models', in 6th Eurocontrol Innovative Research Workshop and Exhibition, Bretigny sur Orge, France, presented at 6th Eurocontrol Innovative Research Workshop and Exhibition, Bretigny sur Orge, France, 04 December 2007 - 06 December 2007
    Conference Papers | 2007
    Barlow MG; Yang A; Abbass HA, 2007, 'A temporal risk assessment framework for planning a future force structure', in >, Honolulu, Hawaii, presented at IEEE Symposium on Computational Intelligence in Defence and Security Applications, Honolulu, Hawaii, 01 April 2007 - 04 April 2007, http://dx.doi.org/10.1109/CISDA.2007.368141
    Conference Papers | 2007
    Bui LT; Soliman O; Abbass HA, 2007, 'a Modified Strategy for the Constriction Factor in Particle Swarm Optimization', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, presented at 3rd Australian Conference on Artificial Life (ACAL) 2007, Gold Coast, Qld, 04 December 2007 - 06 December 2007
    Conference Papers | 2007
    Bui LT; Whitacre JM; Abbass HA, 2007, 'Performance analysis of elitism in multi-objective ant colony optimization algorithms', in Proceedings 2008 IEEE Congress on Evolutionary Computation, CEC 2008, Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2008.4631010
    Conference Papers | 2007
    Chen K; Dam HH; Lindsay PA; Abbass HA, 2007, 'Biasing XCS with Domain Knowledge for Planning Flight Trajectories in a Moving Sector Free Flight Environment', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/ALIFE.2007.367830
    Conference Papers | 2007
    Cornforth DJ; Abbass HA; Larkin HD, 2007, 'Intelligent Evacuation Models for Fire and Chemical Hazard', in Recent advances in security technology 2007, Australian Homeland Security Research, Curtin, ACT, presented at RNSA Security Technology Conference 2007, Melbourne, 28 September 2007
    Conference Papers | 2007
    Ghoneim A; Abbass HA; Barlow MG, 2007, 'Information Sharing in the Iterated Prisoner's Dilemma Game', in 2007 IEEE Symposium on Computational Intelligence and Games (CIG 2007), Honolulu, Hawaii, presented at IEEE Symposium on Computational Intelligence and Games (CIG 2007) 2007, Honolulu, Hawaii, 01 April 2007 - 05 April 2007, http://dx.doi.org/10.1109/CIG.2007.368079
    Conference Papers | 2007
    Ghoneim A; Abbass HA; Barlow MG, 2007, 'Investigating Alliance Dynamics Using a Co-evolutionary Iterated Prisoner's Dilemma with an Exit Option', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4425001
    Conference Papers | 2007
    Ghoneim A; Abbass HA; Barlow MG, 2007, 'Rounds Effect in Evolutionary Games', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, presented at 3rd Australian Conference on Artificial Life (ACAL) 2007, Gold Coast, Qld, 04 December 2007 - 06 December 2007
    Conference Papers | 2007
    Ghoneim A; Abbass HA; Barlow MG, 2007, 'The Critical Point When Prisoners Meet the Minority: Local and Global Dynamics in Mixed Evolutionary Games', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424954
    Conference Papers | 2007
    Greenwood GW; Abbass HA, 2007, 'A New Local Search Algorithm for Continuous Spaces Based on Army Ant Swarm Raids', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424592
    Conference Papers | 2007
    Nguyen MH; Alam S; Tang J; Abbass HA, 2007, 'Ants-inspired dynamic weather avoidance trajectories in a traffic constrained enroute airspace', in 6th EUROCONTROL Innovative Research Workshop and Exhibition: Disseminating ATM Innovative Research, pp. 205 - 212
    Conference Papers | 2007
    Shafi K; Abbass HA; Zhu W, 2007, 'Real Time Signature Extraction From a Supervised Classifier System', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007
    Conference Papers | 2007
    Shan Y; McKay RI; Essam D; Abbass HA, 2007, 'A survey of probabilistic model building genetic programming', in Studies in Computational Intelligence, pp. 121 - 160, http://dx.doi.org/10.1007/978-3-540-34954-9_6
    Conference Papers | 2007
    Soliman OS; Bui LT; Abbass HA, 2007, 'The Effect of a Stochastic Step Length on the Performance of the Differential Evolution Algorithm', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424833
    Conference Papers | 2007
    Ursani Z; Sarker R; Abbass HA, 2007, 'Improving the Performance of Genetic Algorithm in Capacitated Vehicle Routing Problem using Self Imposed Constraints', in 2007 IEEE Symposium on Computational Intelligence in Scheduling (CI-Sched 2007), Honolulu, Hawaii, presented at IEEE Symposium on Computational Intelligence in Scheduling (CI-Sched 2007), Honolulu, Hawaii, 01 April 2007 - 05 April 2007, http://dx.doi.org/10.1109/SCIS.2007.367693
    Conference Papers | 2007
    Yang A; Abbass HA; Sarker R, 2007, 'Group Coordination in Multi-Agent Systems: Is it a necessity or an overhead?', in MODSIM 2007: International Congress on Modelling and Simulation, University of Canterbury, Christchurch, NZ, presented at MODSIM 2007: International Congress on Modelling and Simulation, University of Canterbury, Christchurch, NZ, 10 December 2007 - 13 December 2007
    Conference Papers | 2006
    Abbass H, 2006, 'Pareto-optimal approaches to neuro-ensemble learning', in Studies in Computational Intelligence, pp. 405 - 427, http://dx.doi.org/10.1007/11399346_18
    Conference Papers | 2006
    Abbass HA; Baker S; Bender A; Sarker R, 2006, 'Identifying the Fleet Mix in a Military Setting', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, Brisbane, Qld, presented at 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, 22 February 2006 - 23 February 2006
    Conference Papers | 2006
    Abbass HA; Barlow MG; Alam S; Bui LT, 2006, 'Pareto Meta-heuristics for Generating Safe Flight Trajectories Under Weather Hazards', in SEAL 2006: 6th International Conference, Hefei, China, presented at 6th International Conference, SEAL 2006, Hefei, China
    Conference Papers | 2006
    Abbass HA; Barlow MG; Essam D; Yang Y, 2006, 'Connecting the Dots to Disconnect Them ¿ a study in network evolution and dynamics for analysing terrorist networks', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2005: Conference on Complex Systems, Brisbane, Qld, 12 December 2006 - 14 December 2006
    Conference Papers | 2006
    Abbass HA; Zhu W; Shafi K, 2006, 'The Role of Early Stopping ad Population Size in XCS for Intrusion Detection', in SEAL 2006: 6th International Conference, Hefei, China, presented at 6th International Conference, SEAL 2006, Hefei, China
    Conference Papers | 2006
    Alam S; Barlow MG; Abbass HA; Lindsay P, 2006, 'Mapping Lessons from Ants to Free Flight An Ant-based Weather Avoidance Algorithm in Free Flight Airspace', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2005: Conference on Complex Systems, Brisbane, Qld, 12 December 2006 - 14 December 2006
    Conference Papers | 2006
    Bui LT; Abbass HA; Essam D; Deb K, 2006, 'Dual Guidance in Evolutionary Multi-objective Optimization by Localization', in SEAL 2006: 6th International Conference, Hefei, China, presented at 6th International Conference, SEAL 2006, Hefei, China
    Conference Papers | 2006
    Goh C; Quek H; Tan KC; Abbass HA, 2006, 'Modeling Civil Violence: An Evolutionary Multi-Agent, Game Theoretic Approach', in 2006 IEEE Congress on Evolutionary Computation (CEC 2006), The Institute of Electrical and Electronics Engineers, Inc., Vancouver BC Canada, pp. 1624 - 1631, presented at IEEE Congress on Evolutionary Computation (CEC 2006), Vancouver BC Canada, 16 July 2006 - 21 July 2006
    Conference Papers | 2006
    Goh CK; Quek HY; Tan KC; Abbass HA, 2006, 'Modeling civil violence: An evolutionary multi-agent, game theoretic approach', in 2006 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-6, IEEE, CANADA, Vancouver, pp. 1609 - +, presented at IEEE Congress on Evolutionary Computation, CANADA, Vancouver, 16 July 2006 - 21 July 2006, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000245414202069&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2006
    Petraki E; Bo Z; Abbass HA, 2006, 'Mitigating the threat of counterfeiting to international security through public awareness', in 2006 RNSA Security Technology Conference, RNSA Security Technology Conference 2006, Canberra, presented at RNSA Security Technology Conference 2006, Canberra, 19 September 2006 - 21 September 2006
    Conference Papers | 2006
    Sarker R; Kara S; Freeman G; Kayis AB; Ray T; Abbass HA, 2006, 'A Multi-Agent Approach for Analysing Material Flow in a Manufacturing Supply Chain', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, Brisbane, Qld, presented at 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, 22 February 2006 - 23 February 2006, http://www.asor.asn.au/iils2006/pdf/iils2006_20.pdf
    Conference Papers | 2006
    Shafi K; Abbass HA; Zhu W, 2006, 'An Adaptive Rule-based Intrusion Detection Architecture', in 2006 RNSA Security Technology Conference, RNSA Security Technology Conference 2006, Canberra, presented at RNSA Security Technology Conference 2006, Canberra, 19 September 2006 - 21 September 2006
    Conference Papers | 2005
    Abbass HA; Barlow MG; Essam D; Yubin Y, 2005, 'Connecting the dots to disconnect them: A study into network evolution and dynamics for analyzing terrorist networks', in Hariz A; Varadan VK; Reinhold O (eds.), Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2006: Microelectronics, MEMS and Nanotecchnology, Brisbane, Qld, 11 December 2005 - 15 December 2005, http://dx.doi.org/10.1117/12.644283
    Reports | 2005
    Abbass HA; Sastry K; Goldberg DE, 2005, Oiling the Wheels of Change: The Role of Adaptive Automatic Problem Decomposition in Non--Stationary Environments, http://arxiv.org/abs/cs/0502021v1
    Conference Papers | 2005
    Alam S; Abbass HA; Barlow MG; Lindsay P, 2005, 'Mapping Lessons from Ants to Free Flight: An Ant-Based Weather Avoidance Algorithm in Free Flight Airspace', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2006: Microelectronics, MEMS and Nanotecchnology, Brisbane, Qld, 11 December 2005 - 15 December 2005, http://dx.doi.org/10.1117/12.644284
    Conference Papers | 2005
    Bui LT; Abbass HA; Essam D, 2005, 'Fitness Inheritance for Noisy Evolutionary Multi-Objective Optimization', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068141
    Conference Papers | 2005
    Bui LT; Branke J; Abbass HA, 2005, 'Diversity as a Selection Pressure in Dynamic Environments', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068257
    Conference Papers | 2005
    Bui LT; Branke J; Abbass HA, 2005, 'Multiobjective Optimization for Dynamic Environments', in 2005 IEEE Congress on Evolutionary Computation (CEC), Munchen, Germany, presented at 7th IEEE international conference on e-commerce technology (CEC 2005), Munchen, Germany, 19 July 2005 - 22 July 2005, http://dx.doi.org/10.1109/CEC.2005.1554987
    Conference Papers | 2005
    Dam HH; Abbass HA; Lokan CJ, 2005, 'Be Real! XCS with Continuous-Valued Inputs', in Rothlauf F (ed.), Washington DC, USA, pp. 85 - 87, presented at 2005 International Workshop on Learning Classifier Systems, Washington DC, USA, 25 June 2005 - 29 June 2005
    Conference Papers | 2005
    Dam HH; Abbass HA; Lokan CJ, 2005, 'DXCS: an XCS System for Distributed Data Mining', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068326
    Conference Papers | 2005
    Dam HH; Abbass HA; Lokan CJ, 2005, 'The Performance of the DXCS System of Continuous-Valued Inputs in Stationary and Dynamic Environments', in 2005 IEEE Congress on Evolutionary Computation (CEC), Munchen, Germany, presented at 7th IEEE international conference on e-commerce technology (CEC 2005), Munchen, Germany, 19 July 2005 - 22 July 2005, http://dx.doi.org/10.1109/CEC.2005.1554740
    Conference Papers | 2005
    McPartland M; Nolfi S; Abbass HA, 2005, 'Emergence of Communication in Competitive Multi-Agent Systems: A Pareto Multi-Objective Approach', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068017
    Conference Papers | 2005
    Sarker R; Kara S; Freeman G; Kayis AB; Ray T; Abbass HA, 2005, 'A Multi-agent Simulation Study for Supply Chain Operation', in CIMCA 2005, Vienna, Austria, presented at CIMCA 2005, Vienna, Austria, 28 November 2005 - 30 November 2005, http://portal.acm.org/citation.cfm?id=1134823.1135205
    Conference Papers | 2005
    Sastry K; Abbass HA; Goldberg D; Johnson D, 2005, 'Sub-Structural Niching in Estimation of Distribution Algorithms', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068123
    Conference Papers | 2005
    Yang A; Abbass HA; Sarker R, 2005, 'Evolving Agents for Network Centric Warfare', Washington D.C, presented at 2nd Workshop on Military and Security Applications of Evolutionary Computation, Washington D.C
    Conference Papers | 2005
    Yang A; Abbass HA; Sarker R, 2005, 'Risk Assessment of Capability Requirements Using WISDOM-II', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2006: Microelectronics, MEMS and Nanotecchnology, Brisbane, Qld, 11 December 2005 - 15 December 2005, http://dx.doi.org/10.1117/12.644273
    Conference Papers | 2005
    Yang A; Abbass HA; Sarker R, 2005, 'WISDOM-II: A Network Centric Model for Warfare', in Knowledge-Based Intelligent Information and Engineering Systems, Melbourne, presented at 9th international coonference on Knowledge-based intelligent information and engineering systems, Melbourne, 14 September 2005 - 16 September 2005, http://dx.doi.org/10.1007/11553939_115
    Conference Papers | 2004
    Abbass HA; Goldberg D; Sastry K, 2004, 'Sub-structural Niching in Non-stationary Environments', in 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, presented at 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, 06 December 2004 - 10 December 2004
    Conference Papers | 2004
    Abbass HA, 2004, 'An Inexpensive Cognitive Approach for Bi-objective Optimization Using Bliss Points and Interaction', in 8th International Conference on Parallel Problem Solving from Nature (PPSN VIII), Birmingham, England, presented at 8th International Conference on Parallel Problem Solving from Nature (PPSN VIII), Birmingham, England
    Conference Papers | 2004
    Abbass HA, 2004, 'Learning Regularities and Patterns using Probalistic Finite State Machines', in 7th Asia-Pacific Complex Systems Conference: Complex 2004, Cairns, Qld, pp. 1 - 10, presented at 7th Asia-Pacific Complex Systems Conference: Complex 2004, Cairns, Qld, 06 December 2004 - 10 December 2004
    Conference Papers | 2004
    Bui LT; Essam D; Abbass HA; Green D, 2004, 'Performance analysis of evolutionary multi-objective optimization methods in noisy environments', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004
    Conference Papers | 2004
    Jiang QS; Sarker R; Abbass HA, 2004, 'Tracking moving targets and the non-stationary travelling salesman problem', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004
    Conference Papers | 2004
    Mckay RI; Abbass HA; Shan Y; Liu JZ, 2004, 'Modularity and Position Independence in EDA-GP', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004
    Conference Papers | 2004
    Mckay RI; Essam D; Abbass HA; Nguyen XH, 2004, 'Toward an alternative comparison between different genetic programming systems', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, pp. 67 - 77
    Conference Papers | 2004
    Nguyen XH; Mckay RI; Essam D; Abbass HA, 2004, 'Genetic Transformation in Tree-Adjoining Grammar Guided Genetic Programming: the Relocation Operator', in 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, presented at 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, 26 October 2004 - 29 October 2004
    Conference Papers | 2004
    Shan Y; Mckay RI; Abbass HA; Essam D, 2004, 'Program Distribution estimation with Grammar Models', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004
    Conference Papers | 2004
    Shan Y; Mckay RI; Baxter R; Abbass HA; Essam D; Nguyen XH, 2004, 'Grammar Model-based Program Evolution', in 2004 Congress on Evolutionary Computation, Portland, Oregon, USA, presented at IEEE Congress on Evolutionary Computation (CEC 2004), Portland, Oregon, USA, 19 June 2004 - 23 June 2004, http://dx.doi.org/10.1109/CEC.2004.1330895
    Conference Papers | 2004
    Watson J; Abbass HA; Lokan CJ; Lindsay P, 2004, 'Software engineering for artificial life, complex systems, and Agent-based Distillation', in 7th Asia-Pacific Complex Systems Conference: Complex 2004, Cairns, Qld, pp. 1 - 13, presented at 7th Asia-Pacific Complex Systems Conference: Complex 2004, Cairns, Qld, 06 December 2004 - 10 December 2004
    Conference Papers | 2004
    Yang A; Abbass HA; Sarker R, 2004, 'Landscape Dynamics in Multi-agent Simulation Combat Systems', in 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, presented at 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, 06 December 2004 - 10 December 2004, http://dx.doi.org/10.1007/b104336
    Conference Papers | 2003
    Abbass HA; Bagirov AM; Zhang J, 2003, 'The Discrete Gradient Evolutionary Strategy Method for Global Optimization', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299608
    Conference Papers | 2003
    Abbass HA; K D, 2003, 'Searching under Multi - Evolutionary Pressures', in EMO 2003, Faro Portugal, presented at EMO 2003, Faro Portugal, 08 April 2003 - 11 April 2003
    Conference Papers | 2003
    Abbass HA, 2003, 'Pareto Neuro-Ensembles', in 16th Australian joint conference on artificial intelligence - AI 2003, Perth, WA, presented at 16th Australian joint conference on artificial intelligence - AI`03, Perth, WA, 03 December 2003 - 05 December 2003
    Conference Papers | 2003
    Abbass HA, 2003, 'Pareto Neuro-Evolution: Constructing Ensemble of Neural Networks Using Multi-objective Optimization', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299928
    Conference Papers | 2003
    Bo L; Abbass HA; Mckay RI, 2003, 'Classification Rule Discovery with Ant Colony Optimization', in Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology, IEEE Computer Society Press, Los Alamitos, CA, presented at 2003 IEEE/WIC International Conference on Intelligent Agent Technology, Halifax, Canada, 13 October 2003 - 16 October 2003
    Conference Papers | 2003
    Essam D; Abbass HA, 2003, 'Artificial Life Models for Security & Safety', in Australian Conference on Artificial Life (ACAL 2003), Australian Conference on Artificial Life (ACAL 2003), Canberra, presented at Australian Conference on Artificial Life (ACAL 2003), Canberra, 06 December 2003 - 07 December 2003
    Conference Papers | 2003
    Liu B; Mckay RI; Abbass HA, 2003, 'Improving Genetic Classifiers with a Boosting Algorithm', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299415
    Conference Papers | 2003
    Nguyen MH; Abbass HA; McKay RI, 2003, 'Stopping criteria for ensembles of evolutionary artificial neural networks', in Abraham A; Koppen M; Franke K (eds.), DESIGN AND APPLICATION OF HYBRID INTELLIGENT SYSTEMS, IOS PRESS, AUSTRALIA, Melbourne, pp. 157 - 166, presented at 3rd International Conference on Hybrid Intelligent Systems (HIS 03), AUSTRALIA, Melbourne, 14 December 2003 - 17 December 2003, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000221600700016&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2003
    Nguyen XH; Mckay RI; Abbass HA, 2003, 'Tree Adjoining Grammars, Language Bias, and Genetic Programming', in 6th European Conference Euro GP 2003, Essex UK, presented at 6th European Conference Euro GP 2003, Essex UK, 14 April 2003 - 16 April 2003
    Conference Papers | 2003
    Sarker R; Abbass HA; Dewan SM, 2003, 'PDE Algorithm for Solving Constrained Multi-Objective Optimization Problems', in 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, presented at 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, 30 November 2003 - 01 December 2003
    Conference Papers | 2003
    Sarker R; Reynolds R; Abbass H; Tan KC; McKay B; Essam D; Gedeon T, 2003, 'Preface', in 2003 Congress on Evolutionary Computation, CEC 2003 - Proceedings, http://dx.doi.org/10.1109/CEC.2003.1299547
    Conference Papers | 2003
    Shan Y; Mckay RI; Abbass HA; Essam D, 2003, 'Program Evolution with Explicit Learning', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299869
    Conference Papers | 2003
    Teo J; Abbass HA, 2003, 'Elucidating the Benefits of a Self-Adaptive Pareto EMO Approach for Evolving Legged Locomotion in Artificial Creatures', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299743
    Conference Papers | 2003
    Teo J; Abbass HA, 2003, 'Is a Self-Adaptive Pareto Approach Beneficial for Controlling Embodied Virtual Robots', in Goos G; Hartmanis J; Leeuwen J (eds.), GECCO 2003, Chicago Illinois USA, pp. 1612 - 1613, presented at Genetic and Evolutionary Computation Conference (GECCO 2003), Chicago Illinois USA
    Conference Papers | 2003
    Teo J; Abbass HA, 2003, 'Neuro-Morpho Evolution: What will happen if our body is not symmetric?', in Australian Conference on Artificial Life (ACAL 2003), Australian Conference on Artificial Life (ACAL 2003), Canberra, presented at Australian Conference on Artificial Life (ACAL 2003), Canberra, 06 December 2003 - 07 December 2003
    Conference Papers | 2003
    Teo J; Abbass HA, 2003, 'Search Space Difficulty of Evolutionary Neuro-Controlled Legged Robots', in 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, presented at 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, 30 November 2003 - 01 December 2003
    Conference Papers | 2003
    Teo J; Abbass HA, 2003, 'Software Verification of Redundancy in Neuro-Evolutionary Robotics', in 16th Australian joint conference on artificial intelligence - AI 2003, Perth, WA, presented at 16th Australian joint conference on artificial intelligence - AI`03, Perth, WA, 03 December 2003 - 05 December 2003
    Conference Papers | 2003
    Teo J; Nguyen MH; Abbass HA, 2003, 'Multi Objectivity as a tool for constructing Hierachical Complexity', in Genetic and Evolutionary Computation (GECCO-2003), Chicago Illinois USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2003), Chicago Illinois USA
    Conference Papers | 2003
    Wang B; Mckay RI; Abbass HA; Barlow MG, 2003, 'A Comparative Study for Domain Ontology Guided Feature Extraction', presented at Australian Computer Society Conference
    Conference Papers | 2003
    Wang B; Mckay RI; Abbass HA; Barlow MG, 2003, 'Learning Text Classifier Using the Domain Concept Hierarchy', in Internation Conference on Communications Circuits and Systems, Chengdu, China, presented at Internation Conference on Communications Circuits and Systems, Chengdu, China, 29 June 2003 - 01 July 2003
    Conference Papers | 2002
    Abbass HA; Nguyen XH; Mckay RI, 2002, 'AntTag: A new nethod to compose computer programs using colonies of ants', in Proceedings of the World Congress on Computational Intelligence, Honolulu, Hawaii, presented at IEEE Congress on Evolutionary Computation (CEC 2002), Honolulu, Hawaii, 13 May 2002 - 17 May 2002, http://dx.doi.org/10.1109/CEC.2002.1004490
    Conference Papers | 2002
    Abbass HA, 2002, 'The Self-Adaptive Pareto Differential Evolution Algorithm', in Proceedings of the World Congress on Computational Intelligence, Honolulu, Hawaii, presented at IEEE Congress on Evolutionary Computation (CEC 2002), Honolulu, Hawaii, 13 May 2002 - 17 May 2002, http://dx.doi.org/10.1109/CEC.2002.1007033
    Conference Papers | 2002
    Barlow MG; Galloway J; Abbass HA, 2002, 'Mining Evolution Through Visualisation', in 8th International Conference on the simulation and synthesis of living systems, Australia, presented at 8th International Conference on the simulation and synthesis of living systems, Australia, 09 December 2002 - 13 December 2002
    Conference Papers | 2002
    Macrossan PE; Kinghorn BP; Abbass HA, 2002, 'The prediction of true GTPI for cost effective DNA testing', in The prediction of true GTPI for cost effective DNA testing, 7th International Workshop on Peritoneal Surface Malignancy, Uppsala, Sweden, presented at 7th International Workshop on Peritoneal Surface Malignancy, Uppsala, Sweden, 08 September 2002 - 10 September 2002
    Conference Papers | 2002
    Sarker R; Abbass HA, 2002, 'Identification of Future ADF Vehicles and Trailer Fleets for Project Overlander', in 2002 Mathematics-in-Industry Group Proceedings, MISG, Australia, presented at Mathematics-in-Industry Study Group Workshop 2002, Adelaide, Sth Aust, 11 February 2002 - 15 February 2002
    Conference Papers | 2002
    Teo J; Abbass HA, 2002, 'Coordination and Synchronization of Locomotion in a Virtual Robot', in ICONIP 2002, Singapore, presented at ICONIP`02, Singapore, 18 November 2002 - 22 November 2002
    Conference Papers | 2002
    Teo J; Abbass HA, 2002, 'Evolutionary multi-objective robotics: evolving a physically simulated quadruped using the PDE algorithm', in Tan KC; Lim MH; Yao X; Wang L (eds.), RECENT ADVANCES IN SIMULATED EVOLUTION AND LEARNING, WORLD SCIENTIFIC PUBL CO PTE LTD, SINGAPORE, Singapore, pp. 466 - 485, presented at 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL 2002), SINGAPORE, Singapore, 18 November 2002 - 22 November 2002, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000231262700025&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2002
    Teo J; Abbass HA, 2002, 'Multi-Objectivity for Brain-Behaviour Evolution of a Phisically-Embodied Organism', in Proceedings of International Conference on Artificial Life, 8th International Conference on the simulation and synthesis of living systems, Australia, presented at 8th International Conference on the simulation and synthesis of living systems, Australia, 09 December 2002 - 13 December 2002
    Conference Papers | 2002
    Teo J; Abbass HA, 2002, 'Trading-Off Mind Complexity and Locomotion in a Physically Simulated Quadruped', in 4th Asia Pacific Conference on Simulated Evolution and Learning (SEAL 2002), IEEE, Singapore, presented at 4th Asia Pacific Conference on Simulated Evolution and Learning (SEAL `02), Singapore, 18 November 2002 - 22 November 2002
    Conference Papers | 2001
    Abbass HA; Sarker R; Newton CS, 2001, 'PDE: A Pareto-frontier Differential Evolution Approach for Multi-objective Optimization Problems', in Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, presented at IEEE Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, 27 May 2001 - 30 May 2001, http://dx.doi.org/10.1109/CEC.2001.934295
    Conference Papers | 2001
    Abbass HA; Sarker R, 2001, 'Simultaneous Evolution of Architectures and Connection Weights in ANNs', in 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, presented at 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, 22 November 2001 - 24 November 2001
    Conference Papers | 2001
    Abbass HA; Teo J, 2001, 'A True Annealing Approach to the Marriage in Honey-Bees Oprimization Algorithm', in Inaugural Artificial Life Workshop (AL 2001), Adelaide, Sth Aust, presented at Inaugural Artificial Life Workshop (AL`01), Adelaide, Sth Aust, 11 December 2001
    Conference Papers | 2001
    Abbass HA, 2001, 'A Memetic Pareto Evolutionary Approach to Artificial Neural Networks', in 14th Australian Joint Conference on Artificial Intelligence (AI 2001), Adelaide, Sth Aust, presented at 14th Australian Joint Conference on Artificial Intelligence (AI 2001), Adelaide, Sth Aust, 10 December 2001 - 14 December 2001
    Conference Papers | 2001
    Abbass HA, 2001, 'A Single Queen Single Worker Honey-Bees Approach to 3-SAT', in GECCO 2001, Genetic and Evolutionary Computation Conference (GECCO 2001), San Francisco, California USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2001), San Francisco, California USA, 07 July 2001 - 11 July 2001
    Conference Papers | 2001
    Abbass HA, 2001, 'A monogenous MBO approach to satisfiability', in 2001 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA2001), International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, presented at International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, 09 July 2001 - 11 July 2001
    Conference Papers | 2001
    Abbass HA, 2001, 'MBO: Marriage in Honey Bees Optimization A Haplometrosis Polygynous Swarming Approach', in Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, presented at IEEE Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, 27 May 2001 - 30 May 2001, http://dx.doi.org/10.1109/CEC.2001.934391
    Conference Papers | 2001
    Jones LR; Abbass HA, 2001, 'Evolving Colony of Ants for the Traveling Salesman Problem', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001
    Conference Papers | 2001
    Macrossan PE; Kinghorn BP; Abbass HA, 2001, 'A model for cost effective DNA testing', in 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, presented at 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, 22 November 2001 - 24 November 2001
    Conference Papers | 2001
    Mckay RI; Abbass HA, 2001, 'Analyzing Anti-correlation in Ensemble Learning', in 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, presented at 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, 22 November 2001 - 24 November 2001
    Conference Papers | 2001
    Mckay RI; Abbass HA, 2001, 'Anti-correlation Measures in Genetic Programming', in AJJW Proceedings, 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, presented at 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, 19 November 2001 - 21 November 2001
    Conference Papers | 2001
    Monypenny SJ; Abbass HA; Newton CS, 2001, 'A Bayesian update to Ant Colony Optimisation for the Traveling Salesman Problem', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001
    Conference Papers | 2001
    Nguyen XH; Abbass HA, 2001, 'An Evolutionary Algorithm For Changing Environment', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001
    Conference Papers | 2001
    Sarker R; Abbass HA; Karim S, 2001, 'An Evolutionary Algorithm for Constrained Multiobjective Optimization Problems', in AJJW Proceedings, Dunedin, New Zealand, presented at 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, 19 November 2001 - 21 November 2001
    Conference Papers | 2001
    Sarker R; Abbass HA; Newton CS, 2001, 'Solving multiobjective optimization problems using evolutionary algorithm', in 2001 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA2001), Las Vegas, Nevada, USA, presented at International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, 09 July 2001 - 11 July 2001
    Conference Papers | 2001
    Teo J; Abbass HA, 2001, 'An Annealing to the Mating-Flight Trajectories in the Marriage in Honey Bees Optimization Algorithm', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001
    Conference Papers | 2000
    Abbass HA; Newton CS; Barkley H; Fidge AC; Laurilla AB; Perry AR; Spencer PB, 2000, 'Asexuality is Sufficient for the Travelling Salesman', in 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, presented at 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, 31 October 2000 - 02 November 2000
    Conference Papers | 2000
    Abbass HA; Towsey M; Kozan E; Van Der Werf J, 2000, 'The Performance of Genetic Algorithms on the One-Generation Mate-Selection Problem', in Azuma Ohuchi (ed.), 2nd Joint International Workshop, 2nd Joint International Workshop, Sapporo, Japan, pp. 10 - 17, presented at 2nd Joint International Workshop, Sapporo, Japan, 26 June 2000 - 28 June 2000
    Conference Papers | 2000
    Abbass HA; Towsey M; Kozan E; Van Der Werf J, 2000, 'Why do we need to kill all the ants? An evolutionary ant colony optimisation approach for dynamic allocation', in 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, presented at 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, 31 October 2000 - 02 November 2000
    Conference Papers | 2000
    Darbyshire P; Abbass HA; Barlow MG; Mckay RI, 2000, 'A Prototype Design for Studying Emergent Battlefield Behaviour through Multi-Agent Simulation', in 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, presented at 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, 31 October 2000 - 02 November 2000
    Conference Papers | 1999
    Abbass HA; Towsey M; Finn G, 1999, 'A Meta-Representation for Integrating OR and AI in an Intelligent Decision Support Paradigm', in Kozan E (ed.), 15th National Conference of The Australian Society for Operations Research Inc, Gold Coast, Qld, presented at 15th National Conference of The Australian Society for Operations Research Inc, Gold Coast, Qld, 04 July 1999 - 07 July 1999, http://dx.doi.org/10.1111/1475-3995.00009
    Reports | 1999
    Abbass HA; Towsey M; Finn G, 1999, C-Net: generating multivariate decision tress from artificial neural networks using C5
    Conference Papers | 1999
    Abbass HA; Wiggen G; Lakshmanan R; Morton B, 1999, 'Constraint Programming for Process Synthesis', in Constraint Programming for Process Synthesis, 1st International Conference on the Practical Application of Constraint Technologies and Logic Programming, London, UK, presented at 1st International Conference on the Practical Application of Constraint Technologies and Logic Programming, London, UK
    Conference Papers | 1999
    Macrossan PE; Abbass HA; Mengersen K; Towsey M; Finn G, 1999, 'Bayesian neural network learning for prediction in the australian dairy industry', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 395 - 406, http://dx.doi.org/10.1007/3-540-48412-4_33
    Conference Papers | 1998
    Abbass HA; Towsey M; Finn G, 1998, 'OR and Data Mining for Intelligent Decision Support System in the Australian Dairy Industry's Breeding Program', in OR and Data Mining for Intelligent Decision Support System in the Australian Dairy Industry's Breeding Program, New Research in OR, ASOR, Brisbane, presented at New Research in OR, ASOR, Brisbane
    Conference Papers | 1998
    Abbass HA; Towsey M; Finn G, 1998, 'OR and data mining for intelligent decision support in the Australian Dairy Industry's breeding program', in OR and data mining for intelligent decision support in the Australian Dairy Industry's breeding program, New Research in OR, ASOR, Brisbane, pp. 1 - 23, presented at New Research in OR, ASOR, Brisbane
    Conference Papers | 1998
    Abbass HA, 1998, 'A quadratic optimiser in a constraint logic programming paradigm', in Collier P (ed.), 11th Australian Joint Conference on Artificial Intelligence (AI 1998), 11th Australian Joint Conference on Artificial Intelligence (AI`98), Brisbane, Qld, presented at 11th Australian Joint Conference on Artificial Intelligence (AI`98), Brisbane, Qld, 13 July 1998 - 17 July 1998
    Conference Papers | 1997
    Rasmy MH; Bahgat RMR; Abbass HA, 1997, 'From constraint logic programming (CLP) to decision making logic programming (DMLP)', in From constraint logic programming (CLP) to decision making logic programming (DMLP), 1st European Conference in Intelligent Management Systems in Operations, Salford University, UK, presented at 1st European Conference in Intelligent Management Systems in Operations, Salford University, UK
    Conference Papers | 1996
    Abbass HA; Bahgat RMR; Rasmy MH, 1996, 'The front-end of an intelligent goal programming system', in The front-end of an intelligent goal programming system, 6th International Conference on Computer Theory and Applications, Egypt, presented at 6th International Conference on Computer Theory and Applications, Egypt
    Conference Papers | 1995
    Abbass HA; Bahgat RMR; Rasmy MH, 1995, 'Evaluation of constraint logic programming from an operations research point of view', in Evaluation of constraint logic programming from an operations research point of view, 3rd International conference on artifical intelligence, American University in Cairo, Egypt, presented at 3rd International conference on artifical intelligence, American University in Cairo, Egypt
    Preprints |
    Vahidnia S; Abbasi A; Abbass H, A Temporal Ontology Guided Clustering Methodology with a Case Study on Detection and Tracking of Artificial Intelligence Topics, http://dx.doi.org/10.2139/ssrn.4200134