Sklar E; Blair AD; Pollack JB, 2001, 'Training Intelligent Agents Using Human Data Collected on the Internet', in Series in Machine Perception and Artificial Intelligence, WORLD SCIENTIFIC, pp. 201 - 226, http://dx.doi.org/10.1142/9789812797612_0009
Blair AD; Sklar E; Funes P, 1999, 'Co-evolution, determinism and robustness', in McKay B; Yao X; Newton CS; Kim JH; Furuhashi T(ed.), Lecture Notes in Computer Science, SPRINGER-VERLAG BERLIN, pp. 389 - 396, http://dx.doi.org/10.1007/3-540-48873-1_50
Book Chapters | 1999
Tonkes B; Blair A; Wiles J, 1999, 'A paradox of neural encoders and decoders or why don’t we talk backwards??', in Lecture Notes in Computer Science, Springer Berlin Heidelberg, pp. 357 - 364, http://dx.doi.org/10.1007/3-540-48873-1_46
Journal articles | 2023
Iyer S; Blair A; White C; Dawes L; Moses D; Sowmya A, 2023, 'Vertebral compression fracture detection using imitation learning, patch based convolutional neural networks and majority voting', Informatics in Medicine Unlocked, 38, http://dx.doi.org/10.1016/j.imu.2023.101238
Journal articles | 2022
Iyer S; Blair A; Dawes L; Moses D; White C; Sowmya A, 2022, 'Supervised and semi-supervised 3D organ localisation in CT images combining reinforcement learning with imitation learning', Biomedical Physics and Engineering Express, 8, http://dx.doi.org/10.1088/2057-1976/ac64c5
Journal articles | 2022
Purwanto RW; Pal A; Blair A; Jha S, 2022, 'PhishSim: Aiding Phishing Website Detection With a Feature-Free Tool', IEEE Transactions on Information Forensics and Security, 17, pp. 1497 - 1512, http://dx.doi.org/10.1109/TIFS.2022.3164212
Long A; Mason J; Blair A; Wang W, 2019, 'Multi-hop Reading Comprehension via Deep Reinforcement Learning based
Document Traversal', , http://arxiv.org/abs/1905.09438v1
Chalup SK; Blair AD, 2003, 'Incremental training of first order recurrent neutral networks to predict a context-sensitive language', Neural Networks, 16, pp. 955 - 972
Gao J; Blair A; Pagnucco M, 2023, 'A Symbolic-Neural Reasoning Model for Visual Question Answering', in Proceedings of the International Joint Conference on Neural Networks, IEEE, presented at 2023 International Joint Conference on Neural Networks (IJCNN), 18 June 2023 - 23 June 2023, http://dx.doi.org/10.1109/IJCNN54540.2023.10191538
Conference Papers | 2022
Iyer S; Blair A; White C; Dawes L; Moses D; Sowmya A, 2022, 'Vertebral Compression Fracture detection using Multiple Instance Learning and Majority Voting', in Proceedings - International Conference on Pattern Recognition, pp. 4630 - 4636, http://dx.doi.org/10.1109/ICPR56361.2022.9956309
Conference Papers | 2022
Li X; Blair A, 2022, 'Eccentric regularization: minimizing hyperspherical energy without explicit projection', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN55064.2022.9892944
Conference Papers | 2022
Long A; Blair A; van Hoof H, 2022, 'Fast and Data Efficient Reinforcement Learning from Pixels via Non-parametric Value Approximation', in Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI Press, Palo Alto, California USA, Virtual, pp. 7620 - 7627, presented at AAAI Conference on Artificial Intelligence, Virtual, 22 February 2022 - 01 March 2022, http://dx.doi.org/10.1609/aaai.v36i7.20728
Conference Papers | 2022
Long A; Yin W; Ajanthan T; Nguyen V; Purkait P; Garg R; Blair A; Shen C; Van Den Hengel A, 2022, 'Retrieval Augmented Classification for Long-Tail Visual Recognition', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 6949 - 6959, http://dx.doi.org/10.1109/CVPR52688.2022.00683
Conference Papers | 2022
Mezza S; Wobcke W; Blair A, 2022, 'A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act Tagging', in Calzolari N(ed.), Proceedings of the 29th International Conference on Computational Linguistics, International Committee on Computational Linguistics, Gyeongju, Republic of Korea, pp. 542 - 552, presented at International Conference on Computational Linguistics, Gyeongju, Republic of Korea, 12 October 2022 - 17 October 2022, https://aclanthology.org/2022.coling-1.45
Iyer S; Blair A; Dawes L; Moses D; White C; Sowmya A, 2021, Organ localisation using supervised and semi supervised approaches combining reinforcement learning with imitation learning, , http://dx.doi.org/10.48550/arxiv.2112.03276
Iyer S; Sowmya A; Blair A; White C; Dawes L; Moses D, 2020, 'A Novel Approach to Vertebral Compression Fracture Detection Using Imitation Learning and Patch Based Convolutional Neural Network', in Proceedings - International Symposium on Biomedical Imaging, pp. 726 - 730, http://dx.doi.org/10.1109/ISBI45749.2020.9098714
Purwanto R; Paly A; Blair A; Jha S, 2020, 'PhishZip: A New Compression-based Algorithm for Detecting Phishing Websites', in 2020 IEEE Conference on Communications and Network Security, CNS 2020, http://dx.doi.org/10.1109/CNS48642.2020.9162211
Conference Papers | 2019
Blair A, 2019, 'Adversarial Evolution and Deep Learning – How Does an Artist Play with Our Visual System?', in Ekárt A; Liapis A; Castro Pena ML(eds.), Lecture Notes in Computer Science, Springer, Leipzig, pp. 18 - 34, presented at International Conference on Computational Intelligence in Music, Sound, Art and Design, Leipzig, 24 April 2019 - 26 April 2019, http://dx.doi.org/10.1007/978-3-030-16667-0_2
Conference Papers | 2019
Hadjiivanov A; Blair A, 2019, 'Epigenetic evolution of deep convolutional models', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, pp. 1478 - 1486, http://dx.doi.org/10.1109/CEC.2019.8790327
Conference Papers | 2018
Soderlund J; Blair A, 2018, 'Adversarial Image Generation using Evolution and Deep Learning', in 2018 IEEE Congress on Evolutionary Computation (CEC), IEEE, Rio de Janiero, Brazil, presented at 2018 IEEE Congress on Evolutionary Computation (CEC), Rio de Janiero, Brazil, 08 July 2018 - 13 July 2018, http://dx.doi.org/10.1109/CEC.2018.8477754
Conference Papers | 2017
Blair AD; collien D; ripley D; griffith S, 2017, 'Constructivist simulations for path search algorithms', in Huda N; Inglis D; Tse N; Town G(eds.), 28th Annual Conference of the Australasian Association for Engineering Education, Australasian Association for Engineering Education, Sydney, Australia, pp. 990 - 998, presented at 28th Annual Conference of the Australasian Association for Engineering Education, Sydney, Australia, 10 December 2017 - 13 December 2017, https://search.informit.com.au/documentSummary;dn=390856596118724;res=IELENG
Conference Papers | 2017
Vickers D; Soderlund J; Blair A, 2017, 'Co-evolving line drawings with hierarchical evolution', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Geelong, VIC, Australia, pp. 39 - 49, 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_4
Conference Papers | 2016
Real DM; Blair AD, 2016, 'Learning a multi-player chess game with TreeStrap', in 2016 IEEE Congress on Evolutionary Computation (CEC), IEEE, Vancouver, Canada, pp. 617 - 623, presented at IEEE Congress on Evolutionary Computation, Vancouver, Canada, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/CEC.2016.7743850
Conference Papers | 2016
Soderlund JN; Vickers DJ; Blair AD, 2016, 'Parallel Hierarchical Evolution of String Library Functions', in Handl J(ed.), Lecture Notes in Computer Science, Springer, Edinburgh, pp. 281 - 291, presented at Parallel Problem Solving from Nature, Edinburgh, 17 September 2016 - 21 September 2016, http://dx.doi.org/10.1007/978-3-319-45823-6_26
Conference Papers | 2016
hadjiivanov AL; Blair AD, 2016, 'Complexity-based speciation and genotype representation for neuroevolution', in Evolutionary Computation (CEC), 2016 IEEE Congress on, IEEE Press, Vancouver, pp. 3092 - 3101, presented at IEEE Congress on Evolutionary Computation, Vancouver, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/CEC.2016.7744180
Conference Papers | 2015
Blair AD, 2015, 'Transgenic Evolution for Classification Tasks with HERCL', in Chalup SK; Blair AD; Randall M(eds.), Lecture Notes in Computer Science, Springer, Newcastle, Australia, pp. 185 - 195, presented at Australasian Conference on Artificial Life and Computational Intelligence, Newcastle, Australia, 05 February 2015 - 07 February 2015, http://dx.doi.org/10.1007/978-3-319-14803-8_15
Conference Papers | 2015
Chalup S; Blair A; Randall M, 2015, 'Artificial Life and Computational Intelligence: First Australasian Conference, ACALCI 2015 Newcastle, NSW, Australia, February 5-7, 2015 Proceedings', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), http://dx.doi.org/10.1007/978-3-319-14803-8
Conference Papers | 2014
Blair AD, 2014, 'Incremental evolution of HERCL programs for robust control', in Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion, ACM, Vancouver, Canada, presented at Genetic and Evolutionary Computation Conference, Vancouver, Canada, 12 July 2014 - 16 July 2014, http://dx.doi.org/10.1145/2598394.2598424
Conference Papers | 2014
Coleman OJ; Blair AD; Clune J, 2014, 'Automated generation of environments to test the general learning capabilities of AI agents', in GECCO 2014 - Proceedings of the 2014 Genetic and Evolutionary Computation Conference, pp. 161 - 168, http://dx.doi.org/10.1145/2576768.2598257
Conference Papers | 2014
Knittel A; Blair A, 2014, 'Coarse and Fine Learning in Deep Networks', in 2014 International Joint Conference on Neural Networks Artificial Intelligence, Neural Networks Conference, IEEE, Beijing, pp. 792 - 799, presented at International Joint Conference on Neural Networks, Beijing, 06 July 2014 - 11 July 2014, http://dx.doi.org/10.1109/IJCNN.2014.6889499
Conference Papers | 2013
Blair AD, 2013, 'Learning the Caesar and Vigenere Cipher by Hierarchical Evolutionary Re-Combination', in 2013 IEEE Congress on Evolutionary Computation (CEC 2013), IEEE, Cancun, Mexico, presented at 2013 IEEE Congress on Evolutionary Computation (CEC), Cancun, Mexico, 20 June 2013 - 23 June 2013
Conference Papers | 2013
Gurto D; Ryan MR; Blair A, 2013, 'Crafty: Dynamic vendor pricing in computer role-playing games', in Proceedings of the 6th International Conference on Foundations of Digital Games, Association for Computing Machinery, New York, pp. 286 - 288, presented at 7th International Conference on the Foundations of Digital Games, Chania, Crete, 13 May 2013 - 17 May 2013, http://dx.doi.org/10.1145/2159365.2159414
Conference Papers | 2012
Anthony EK; Blair A, 2012, 'An Abstract Deep Network for Image Classification', in Proceedings of the 25th Australasian Joint Conference on Artificial Intelligence, Springer Verlag, Sydney, Australia, pp. 156 - 169, presented at 25th Australasian Joint Conference on Artificial Intelligence, Sydney, Australia, 04 December 2012 - 07 December 2012
Conference Papers | 2012
Coleman O; Blair AD, 2012, 'Evolving Plastic Neural Networks for Online Learning: Review and Future Directions', in Proceedings of the 25th Australasian Joint Conference on Artificial Intelligence, Springer Verlag, Sydney, Australia, pp. 326 - 337, presented at 25th Australasian Joint Conference on Artificial Intelligence, Sydney, Australia, 04 December 2012 - 07 December 2012, http://dx.doi.org/10.1007/978-3-642-35101-3_28
Blair AD; Li G, 2009, 'Training of Recurrent Internal Symmetry Networks by Backpropagation', in International Joint Conference on Neural Networks (IJCNN) 2009, IEEE, Atlanta, USA, presented at International Joint Conference on Neural Networks 2009, Atlanta, USA, 14 June 2009 - 19 June 2009
Conference Papers | 2009
Vasudevan S; Ramos F; Nettleton E; Durrant-Whyte H; Blair A, 2009, 'Gaussian process modeling of large scale terrain', in Proceedings - IEEE International Conference on Robotics and Automation, pp. 1047 - 1053, http://dx.doi.org/10.1109/ROBOT.2009.5152677
Conference Papers | 2008
Blair AD, 2008, 'Learning position evaluation for go with internal symmetry networks', in 2008 IEEE symposium on computational intelligence and games, Proceedings, Perth, Australia, presented at 2008 IEEE symposium on computational intelligence and games, Perth, Australia, 15 December 2008 - 18 December 2008
Conference Papers | 2008
Veness JW; Silver D; Uther WT; Blair AD, 2008, 'Bootstrapping from Game Tree Search', in Advances in Neural Information Processing Systems 22, Vancouver, BC, Canada, presented at 22nd Annual Conference on Neural Information Processing Systems, NIPS 2008, Vancouver, BC, Canada, 08 December 2008 - 11 December 2008, http://books.nips.cc/papers/files/nips22/NIPS2009_0508.pdf
Conference Papers | 2007
Blair AD; Veness JW, 2007, 'Effective use of transposition tables in stochastic game tree search', 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
Conference Papers | 2007
Tonkes BJ; Blair AD, 2007, 'Decentralised data fusion with exponentials of polynomials', in 20 Years of Innovative Robotics, San Diego, CA, presented at 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, San Diego, CA, 29 October 2007 - 02 November 2007
Conference Papers | 2007
Tonkes BJ; Blair AD, 2007, 'Deriving sensor models and non-linear filtering for exponentials of polynomials', in 2007 Australasian conference on robotics and automation, Brisbane, Qld, presented at Australasian conference on robotics and automation 2007, Brisbane, Qld, 10 December 2007 - 12 December 2007
Conference Papers | 2006
Harper R; Blair A, 2006, 'A self-selecting crossover operator', in 2006 IEEE Congress on Evolutionary Computation, CEC 2006, pp. 1420 - 1427
Conference Papers | 2006
Harper R; Blair A, 2006, 'Dynamically defined functions in grammatical evolution', in 2006 IEEE Congress on Evolutionary Computation, CEC 2006, pp. 2638 - 2645
Conference Papers | 2006
Harper RT; Blair AD, 2006, 'A self-selecting crossover operator', in 2006 IEEE Congress on Evolutionary Computation (CEC 2006), The Institute of Electrical and Electronics Engineers, Inc., Vancouver BC Canada, presented at IEEE Congress on Evolutionary Computation (CEC 2006), Vancouver BC Canada, 16 July 2006 - 21 July 2006
Conference Papers | 2006
Harper RT; Blair AD, 2006, 'Dynamically Defined Functions in Grammatical Evolution', in 2006 IEEE Congress on Evolutionary Computation (CEC 2006), The Institute of Electrical and Electronics Engineers, Inc., Vancouver BC Canada, presented at IEEE Congress on Evolutionary Computation (CEC 2006), Vancouver BC Canada, 16 July 2006 - 21 July 2006
Conference Papers | 2006
Kiang K; Willgoss RA; Blair AD, 2006, 'Distinctness analysis on natural landmark descriptors', in International Conference on Field and Service Robotics 2005, Port Douglas, Australia, pp. 67 - 78, presented at International Conference on Field and Service Robotics 2005, Port Douglas, Australia, 28 July 2006 - 31 July 2006, http://dx.doi.org/10.1007/11736592_7
Conference Papers | 2006
Kiang K; Willgoss RA; Blair AD, 2006, 'Texture and distinctness analysis for natural feature extraction', in Proceedings of the Australasian conference on robotics and automation, Australasian conference on robotics and automation 2006, Auckland, New Zealand, presented at Australasian conference on robotics and automation 2006, Auckland, New Zealand, 06 December 2006 - 08 December 2006
Conference Papers | 2006
Phua C; Blair AD, 2006, 'An improved minibrain that learns through both positive and negative feedback', in 2006 International Joint Conference on Neural Networks, Vancouver BC Canada, pp. 812 - 819, presented at International Joint Conference on Neural Networks 2006, Vancouver BC Canada, 16 July 2006 - 21 July 2006
Conference Papers | 2005
Harper RT; Blair AD, 2005, 'A structure preserving crossover in grammatical evolution', 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
Conference Papers | 2005
Kiang K; Willgoss RA; Blair AD, 2005, 'Distinctness analysis on natural landmark descriptors', in Field and Service Robotics 2005, Port Douglas, Australia, presented at Field and Service Robotics 2005, Port Douglas, Australia, 28 July 2005 - 31 July 2005
Conference Papers | 2005
Kiang K; Willgoss RA; Blair AD, 2005, 'Texture and distinctness analysis for natural feature extraction', in Proceedings of the Australasian conference on robotics and automation, University of New South Wales, presented at Australasian conference on robotics and automation 2005, University of New South Wales, 05 December 2005 - 07 December 2005
Conference Papers | 2004
Kiang K; Willgoss RA; Blair AD, 2004, 'Distinctive feature analysis of natural landmarks as a front end for SLAM applications.', in Autonomous Robots and Agents, Springer, Berlin/Heidelberg, presented at Autonomous Robots and Agents, Massey University, New Zealand, 13 December 2004 - 15 December 2004
Conference Papers | 2002
Chalup SK; Blair AD, 2002, 'Software for analysing recurrent neural nets that learn to predict non-regular languages', in Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), pp. 296 - 298, http://dx.doi.org/10.1007/3-540-45790-9_25
Conference Papers | 2002
Clarke K; Dempster S; Falcao I; Jones B; Rudolph D; Blair A; McCarthy C; Walter D; Barnes N, 2002, 'RoboMutts++', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 713 - 716, http://dx.doi.org/10.1007/3-540-45603-1_120
Conference Papers | 2002
Ord T; Blair AD, 2002, 'Exploitation and peacekeeping: introducing more sophisticated interactions to the Iterated Prisoner`s Dilemma', in Proceedings of the World Congress on Computational Intelligence, Honolulu, Hawaii, presented at World Congress on Computational Intelligence, Honolulu, Hawaii, 12 May 2002 - 17 May 2002
Conference Papers | 2001
Sim R; Russo P; Graham A; Blair A; Barnes N; Blair A, 2001, 'RoboMutts', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 647 - 650, http://dx.doi.org/10.1007/3-540-45324-5_108
Conference Papers | 2000
Tonkes B; Blair A; Wiles J, 2000, 'Evolving learnable languages', in Advances in Neural Information Processing Systems, pp. 66 - 72
Conference Papers | 1999
Blair AD; Sklar E, 1999, 'Exploring evolutionary learning in a simulated hockey environment', in Proceedings of the 1999 Congress on Evolutionary Computation, CEC 1999, IEEE, pp. 197 - 203, presented at 1999. Congress on Evolutionary Computation-CEC99, http://dx.doi.org/10.1109/CEC.1999.781926
Conference Papers | 1999
Boden M; Wiles J; Tonkes B; Blair A, 1999, 'Learning to predict a context-free language: Analysis of dynamics in recurrent hidden units', in IEE Conference Publication, IEE, pp. 359 - 364, presented at 9th International Conference on Artificial Neural Networks: ICANN '99, http://dx.doi.org/10.1049/cp:19991135
Conference Papers | 1999
Chalup S; Blair AD, 1999, 'Hill climbing in recurrent neural networks for learning the an/bsup n/cn language', in ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings, IEEE, pp. 508 - 513, presented at ICONIP'99. ANZIIS'99 & ANNES'99 & ACNN'99. 6th International Conference on Neural Information Processing. Proceedings, http://dx.doi.org/10.1109/ICONIP.1999.845646
Conference Papers | 1997
Pollack JB; Blair AD, 1997, 'Why did TD-Gammon work?', in Advances in Neural Information Processing Systems, pp. 10 - 16