Professor Flora Salim
Professor

Professor Flora Salim

Engineering
Computer Science and Engineering

Professor Flora Salim is the inaugural CISCO Chair of Digital Transport, UNSW Sydney. Her research sits in the cross-cutting areas of ubiquitous computing, machine learning, and data science, with specific interests on representation learning of spatio-temporal and mobility behaviours and data-efficient learning with multimodal sensor data. Her recent research focus includes self-supervised learning, machine learning for multimodal time-series, explainable AI, fair machine learning, with specific applications on mobility data science and personalised recommender systems for smart cities/buildings/transport/energy, smart environments, and intelligent task assistants. Her research has been funded by Australian Research Council (ARC), Victorian Government, Microsoft Research US, Northrop Grumman Corporation US, Rheinmetall Defence Australia, Qatar National Priorities Research Program, IBM Research, Alexander von Humboldt Foundation, Bayer Foundation, several city councils, and many other industry and government partners/funders. She is the recipient of Women in AI Awards 2022 Australia New Zealand in the Defence and Intelligence category. She has received several fellowships in the past, including Humboldt Fellowship,  Humboldt-Bayer Fellowship, Veski Fellowship, and ARC Postdoctoral Industry (APDI) Fellowship. She obtained her PhD from Monash University in 2009.

She serves as a member of the Australian Research Council (ARC) College of Experts. She is an Associate Investigator of the ARC Centre of Excellence in Automated Decision Making and Society. She serves as a Steering Committee member of ACM UbiComp, Associate Editor of the PACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Area Editor of Pervasive and Mobile Computing. She has served as a senior PC member of premier AI and data science conferences including AAAI, CIKM, WWW. She was the PC Co-Chair of UbiComp 2020 and PerCom 2018.

She holds an Honorary Professor appointment at RMIT University. Until recently, she was the co-Deputy Director of RMIT Centre for Information Discovery and Data Analytics. She was a Visiting Professor at University of Kassel, Germany, and University of Cambridge, England, in 2019. 

Personal website: florasalim.com ; Twitter: @flosalim ; LinkedIn

Location
K17
  • Book Chapters | 2019
    Rahaman MS; Hamilton M; Salim FD, 2019, 'Using Big Spatial Data for Planning User Mobility', in Encyclopedia of Big Data Technologies, Springer International Publishing, pp. 1747 - 1752, http://dx.doi.org/10.1007/978-3-319-77525-8_224
    Book Chapters | 2012
    Salim F; Loke S; Krishnaswamy S; Rakotonirainy R; Srinivasan B, 2012, 'Ubiquitous Intersection Awareness (U&I Aware)', in Handbook on Mobile and Ubiquitous Computing, CRC Press, pp. 137 - 164, http://dx.doi.org/10.1201/b13081-9
  • Journal articles | 2022
    Bedogni L; Montori F; Salim FD, 2022, 'Location Contact Tracing: Penetration, Privacy, Position and Performance', Digital Government: Research and Practice, http://dx.doi.org/10.1145/3532669
    Journal articles | 2022
    Dong B; Liu Y; Mu W; Jiang Z; Pandey P; Hong T; Olesen B; Lawrence T; O’Neil Z; Andrews C; Azar E; Bandurski K; Bardhan R; Bavaresco M; Berger C; Burry J; Carlucci S; Chvatal K; De Simone M; Erba S; Gao N; Graham LT; Grassi C; Jain R; Kumar S; Kjærgaard M; Korsavi S; Langevin J; Li Z; Lipczynska A; Mahdavi A; Malik J; Marschall M; Nagy Z; Neves L; O’Brien W; Pan S; Park JY; Pigliautile I; Piselli C; Pisello AL; Rafsanjani HN; Rupp RF; Salim F; Schiavon S; Schwee J; Sonta A; Touchie M; Wagner A; Walsh S; Wang Z; Webber DM; Yan D; Zangheri P; Zhang J; Zhou X; Zhou X, 2022, 'A Global Building Occupant Behavior Database', Scientific Data, vol. 9, http://dx.doi.org/10.1038/s41597-022-01475-3
    Journal articles | 2022
    Duckham M; Gabela J; Kealy A; Khan M; Legg J; Moran B; Rumi SK; Salim FD; Sharmeen S; Tao Y; Trentelman K; Vasardani M, 2022, 'Explainable spatiotemporal reasoning for geospatial intelligence applications', Transactions in GIS, http://dx.doi.org/10.1111/tgis.12939
    Journal articles | 2022
    Gao N; Marschall M; Burry J; Watkins S; Salim FD, 2022, 'Understanding occupants’ behaviour, engagement, emotion, and comfort indoors with heterogeneous sensors and wearables', Scientific Data, vol. 9, http://dx.doi.org/10.1038/s41597-022-01347-w
    Journal articles | 2022
    Gao N; Xue H; Shao W; Zhao S; Qin KK; Prabowo A; Rahaman MS; Salim FD, 2022, 'Generative Adversarial Networks for Spatio-temporal Data: A Survey', ACM Transactions on Intelligent Systems and Technology, vol. 13, http://dx.doi.org/10.1145/3474838
    Journal articles | 2022
    Hamdi A; Shaban K; Erradi A; Mohamed A; Rumi SK; Salim FD, 2022, 'Spatiotemporal data mining: a survey on challenges and open problems', Artificial Intelligence Review, vol. 55, pp. 1441 - 1488, http://dx.doi.org/10.1007/s10462-021-09994-y
    Journal articles | 2022
    Khan MA; Menouar H; Eldeeb A; Abu-Dayya A; Salim FD, 2022, 'On the Detection of Unauthorized Drones - Techniques and Future Perspectives: A Review', IEEE Sensors Journal, vol. 22, pp. 11439 - 11455, http://dx.doi.org/10.1109/JSEN.2022.3171293
    Journal articles | 2022
    Khaokaew Y; Holcombe-James I; Rahaman MS; Liono J; Trippas JR; Spina D; Bailey P; Belkin NJ; Bennett PN; Ren Y; Sanderson M; Scholer F; White RW; Salim FD, 2022, 'Imagining future digital assistants at work: A study of task management needs', International Journal of Human Computer Studies, vol. 168, pp. 102905 - 102905, http://dx.doi.org/10.1016/j.ijhcs.2022.102905
    Journal articles | 2022
    Shao W; Prabowo A; Zhao S; Koniusz P; Salim FD, 2022, 'Predicting flight delay with spatio-temporal trajectory convolutional network and airport situational awareness map', Neurocomputing, vol. 472, pp. 280 - 293, http://dx.doi.org/10.1016/j.neucom.2021.04.136
    Journal articles | 2022
    Wang Z; Jiang R; Xue H; Salim FD; Song X; Shibasaki R, 2022, 'Event-Aware Multimodal Mobility Nowcasting', Proceedings of the AAAI Conference on Artificial Intelligence, vol. 36, pp. 4228 - 4236, http://dx.doi.org/10.1609/aaai.v36i4.20342
    Journal articles | 2021
    Bedogni L; Rumi SK; Salim FD, 2021, 'Modelling Memory for Individual Re-identification in Decentralised Mobile Contact Tracing Applications', Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 5, http://dx.doi.org/10.1145/3448088
    Journal articles | 2021
    Chen C; Salim F; Moreira-Matias L; Zhao S, 2021, 'Special issue on vehicles as sensing devices: from observations to actionable insights', Journal of Ambient Intelligence and Humanized Computing, vol. 12, pp. 147 - 149, http://dx.doi.org/10.1007/s12652-021-02916-4
    Journal articles | 2021
    Dong B; Liu Y; Fontenot H; Ouf M; Osman M; Chong A; Qin S; Salim F; Xue H; Yan D; Jin Y; Han M; Zhang X; Azar E; Carlucci S, 2021, 'Occupant behavior modeling methods for resilient building design, operation and policy at urban scale: A review', Applied Energy, vol. 293, http://dx.doi.org/10.1016/j.apenergy.2021.116856
    Journal articles | 2021
    Gao N; Shao W; Rahaman MS; Zhai J; David K; Salim FD, 2021, 'Transfer learning for thermal comfort prediction in multiple cities', Building and Environment, vol. 195, http://dx.doi.org/10.1016/j.buildenv.2021.107725
    Journal articles | 2021
    Hamdi A; Salim FD; Kim DY; Ghari Neiat A; Bouguettaya A, 2021, 'Drone-as-a-Service Composition Under Uncertainty', IEEE Transactions on Services Computing, http://dx.doi.org/10.1109/TSC.2021.3066006
    Journal articles | 2021
    Saeed A; Salim FD; Ozcelebi T; Lukkien J, 2021, 'Federated Self-Supervised Learning of Multisensor Representations for Embedded Intelligence', IEEE Internet of Things Journal, vol. 8, pp. 1030 - 1040, http://dx.doi.org/10.1109/JIOT.2020.3009358
    Journal articles | 2020
    Carlucci S; De Simone M; Firth SK; Kjærgaard MB; Markovic R; Rahaman MS; Annaqeeb MK; Biandrate S; Das A; Dziedzic JW; Fajilla G; Favero M; Ferrando M; Hahn J; Han M; Peng Y; Salim F; Schlüter A; van Treeck C, 2020, 'Modeling occupant behavior in buildings', Building and Environment, vol. 174, http://dx.doi.org/10.1016/j.buildenv.2020.106768
    Journal articles | 2020
    Chai Z; Freitas P; Marsland J; Fantini A; Garbin D; Goux L; Kar GS; Shao W; Zhang W; Brown J; Degraeve R; Salim FD; Clima S; Hatem F; Zhang JF, 2020, 'GeSe-Based Ovonic Threshold Switching Volatile True Random Number Generator', IEEE Electron Device Letters, vol. 41, pp. 228 - 231, http://dx.doi.org/10.1109/LED.2019.2960947
    Journal articles | 2020
    Deldari S; Smith DV; Sadri A; Salim F, 2020, 'ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for Processing Heterogeneous Sensor Data', Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 4, http://dx.doi.org/10.1145/3411832
    Journal articles | 2020
    Gao N; Shao W; Rahaman MS; Salim FD, 2020, 'N-Gage: Predicting in-class Emotional, Behavioural and Cognitive Engagement in the Wild', Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 4, http://dx.doi.org/10.1145/3411813
    Journal articles | 2020
    Kaur M; Salim FD; Ren Y; Chan J; Tomko M; Sanderson M, 2020, 'Joint Modelling of Cyber Activities and Physical Context to Improve Prediction of Visitor Behaviors', ACM Transactions on Sensor Networks, vol. 16, http://dx.doi.org/10.1145/3393692
    Journal articles | 2020
    Kjærgaard MB; Ardakanian O; Carlucci S; Dong B; Firth SK; Gao N; Huebner GM; Mahdavi A; Rahaman MS; Salim FD; Sangogboye FC; Schwee JH; Wolosiuk D; Zhu Y, 2020, 'Current practices and infrastructure for open data based research on occupant-centric design and operation of buildings', Building and Environment, vol. 177, http://dx.doi.org/10.1016/j.buildenv.2020.106848
    Journal articles | 2020
    Liu H; Liu H; Wang X; Shao W; Wang X; Du J; Liono J; Salim FD, 2020, 'SmartMeeting: An Novel Mobile Voice Meeting Minutes Generation and Analysis System', Mobile Networks and Applications, vol. 25, pp. 521 - 536, http://dx.doi.org/10.1007/s11036-019-01310-x
    Journal articles | 2020
    Qin KK; Shao W; Ren Y; Chan J; Salim FD, 2020, 'Solving multiple travelling officers problem with population-based optimization algorithms', Neural Computing and Applications, vol. 32, pp. 12033 - 12059, http://dx.doi.org/10.1007/s00521-019-04237-2
    Journal articles | 2020
    Rahaman MS; Liono J; Ren Y; Chan J; Kudo S; Rawling T; Salim FD, 2020, 'An Ambient-Physical System to Infer Concentration in Open-Plan Workplace', IEEE Internet of Things Journal, vol. 7, pp. 11576 - 11586, http://dx.doi.org/10.1109/JIOT.2020.2996219
    Journal articles | 2020
    Ren H; Shao W; Li Y; Salim F; Gu M, 2020, 'Three-dimensional vectorial holography based on machine learning inverse design', Science Advances, vol. 6, http://dx.doi.org/10.1126/sciadv.aaz4261
    Journal articles | 2020
    Salim FD; Dong B; Ouf M; Wang Q; Pigliautile I; Kang X; Hong T; Wu W; Liu Y; Rumi SK; Rahaman MS; An J; Deng H; Shao W; Dziedzic J; Sangogboye FC; Kjærgaard MB; Kong M; Fabiani C; Pisello AL; Yan D, 2020, 'Modelling urban-scale occupant behaviour, mobility, and energy in buildings: A survey', Building and Environment, vol. 183, http://dx.doi.org/10.1016/j.buildenv.2020.106964
    Journal articles | 2020
    Shao W; Tan S; Zhao S; Qin KK; Hei X; Chan J; Salim FD, 2020, 'Incorporating LSTM Auto-Encoders in Optimizations to Solve Parking Officer Patrolling Problem', ACM Transactions on Spatial Algorithms and Systems, vol. 6, http://dx.doi.org/10.1145/3380966
    Journal articles | 2020
    Song H; Qin AK; Salim FD, 2020, 'Evolutionary model construction for electricity consumption prediction', Neural Computing and Applications, vol. 32, pp. 12155 - 12172, http://dx.doi.org/10.1007/s00521-019-04310-w
    Journal articles | 2020
    Zameni M; Sadri A; Ghafoori Z; Moshtaghi M; Salim FD; Leckie C; Ramamohanarao K, 2020, 'Unsupervised online change point detection in high-dimensional time series', Knowledge and Information Systems, vol. 62, pp. 719 - 750, http://dx.doi.org/10.1007/s10115-019-01366-x
    Journal articles | 2019
    Gao N; Shao W; Salim FD, 2019, 'Predicting Personality Traits from Physical Activity Intensity', Computer, vol. 52, pp. 47 - 56, http://dx.doi.org/10.1109/MC.2019.2913751
    Journal articles | 2019
    Jahan R; Hashem T; Salim FD; Barua S, 2019, 'Efficient trip scheduling algorithms for groups', Information Systems, vol. 84, pp. 145 - 173, http://dx.doi.org/10.1016/j.is.2019.04.006
    Journal articles | 2019
    Liono J; Jayaraman PP; Qin AK; Nguyen T; Salim FD, 2019, 'QDaS: Quality driven data summarisation for effective storage management in Internet of Things', Journal of Parallel and Distributed Computing, vol. 127, pp. 196 - 208, http://dx.doi.org/10.1016/j.jpdc.2018.03.013
    Journal articles | 2018
    Arief-Ang IB; Hamilton M; Salim FD, 2018, 'A scalable room occupancy prediction with transferable time series decomposition of CO2 sensor data', ACM Transactions on Sensor Networks, vol. 14, http://dx.doi.org/10.1145/3217214
    Journal articles | 2018
    Arief-Ang IB; Hamilton M; Salim FD, 2018, 'RUP: Large Room Utilisation Prediction with carbon dioxide sensor', Pervasive and Mobile Computing, vol. 46, pp. 49 - 72, http://dx.doi.org/10.1016/j.pmcj.2018.03.001
    Journal articles | 2018
    Hashem T; Hasan R; Salim F; Mahin MT, 2018, 'Crowd-enabled Processing of Trustworthy, Privacy-Enhanced and Personalised Location Based Services with Quality Guarantee', Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 2, pp. 1 - 25, http://dx.doi.org/10.1145/3287045
    Journal articles | 2018
    Rahaman MS; Ren Y; Hamilton M; Salim FD, 2018, 'Wait time prediction for airport taxis using weighted nearest neighbor regression', IEEE Access, vol. 6, pp. 74660 - 74672, http://dx.doi.org/10.1109/ACCESS.2018.2882580
    Journal articles | 2018
    Ren Y; Tomko M; Salim FD; Chan J; Clarke CLA; Sanderson M, 2018, 'A Location-Query-Browse Graph for Contextual Recommendation', IEEE Transactions on Knowledge and Data Engineering, vol. 30, pp. 204 - 218, http://dx.doi.org/10.1109/TKDE.2017.2766059
    Journal articles | 2018
    Ren Y; Tomko M; Salim FD; Chan J; Sanderson M, 2018, 'Understanding the predictability of user demographics from cyber-physical-social behaviours in indoor retail spaces', EPJ Data Science, vol. 7, pp. 1 - 21, http://dx.doi.org/10.1140/epjds/s13688-017-0128-2
    Journal articles | 2018
    Rumi SK; Deng K; Salim FD, 2018, 'Crime event prediction with dynamic features', EPJ Data Science, vol. 7, http://dx.doi.org/10.1140/epjds/s13688-018-0171-7
    Journal articles | 2018
    Sadri A; Salim FD; Ren Y; Shao W; Krumm JC; Mascolo C, 2018, 'What Will You Do for the Rest of the Day?', Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 2, pp. 1 - 26, http://dx.doi.org/10.1145/3287064
    Journal articles | 2018
    Shao W; Nguyen T; Qin K; Youssef M; Salim FD, 2018, 'BLEDoorGuard: A Device-Free Person Identification Framework Using Bluetooth Signals for Door Access', IEEE Internet of Things Journal, vol. 5, pp. 5227 - 5239, http://dx.doi.org/10.1109/JIOT.2018.2868243
    Journal articles | 2018
    Shao W; Salim FD; Gu T; Dinh NT; Chan J, 2018, 'Traveling Officer Problem: Managing Car Parking Violations Efficiently Using Sensor Data', IEEE Internet of Things Journal, vol. 5, pp. 802 - 810, http://dx.doi.org/10.1109/JIOT.2017.2759218
    Journal articles | 2018
    Zambonelli F; Salim F; Loke SW; De Meuter W; Kanhere S, 2018, 'Algorithmic Governance in Smart Cities: The Conundrum and the Potential of Pervasive Computing Solutions', IEEE Technology and Society Magazine, vol. 37, pp. 80 - 87, http://dx.doi.org/10.1109/MTS.2018.2826080
    Journal articles | 2017
    Rahaman MS; Mei Y; Hamilton M; Salim FD, 2017, 'CAPRA: A contour-based accessible path routing algorithm', Information Sciences, vol. 385-386, pp. 157 - 173, http://dx.doi.org/10.1016/j.ins.2016.12.041
    Journal articles | 2017
    Ren Y; Salim FD; Tomko M; Bai YB; Chan J; Qin KK; Sanderson M, 2017, 'D-Log: A WiFi Log-based differential scheme for enhanced indoor localization with single RSSI source and infrequent sampling rate', Pervasive and Mobile Computing, vol. 37, pp. 94 - 114, http://dx.doi.org/10.1016/j.pmcj.2016.09.018
    Journal articles | 2017
    Ren Y; Tomko M; Salim FD; Ong K; Sanderson M, 2017, 'Analyzing Web behavior in indoor retail spaces', Journal of the Association for Information Science and Technology, vol. 68, pp. 62 - 76, http://dx.doi.org/10.1002/asi.23587
    Journal articles | 2017
    Sadri A; Ren Y; Salim FD, 2017, 'Information gain-based metric for recognizing transitions in human activities', Pervasive and Mobile Computing, vol. 38, pp. 92 - 109, http://dx.doi.org/10.1016/j.pmcj.2017.01.003
    Journal articles | 2017
    Sadri A; Salim FD; Ren Y; Zameni M; Chan J; Sellis T, 2017, 'Shrink: Distance preserving graph compression', Information Systems, vol. 69, pp. 180 - 193, http://dx.doi.org/10.1016/j.is.2017.06.001
    Journal articles | 2016
    Mei Y; Salim FD; Li X, 2016, 'Efficient meta-heuristics for the Multi-Objective Time-Dependent Orienteering Problem', European Journal of Operational Research, vol. 254, pp. 443 - 457, http://dx.doi.org/10.1016/j.ejor.2016.03.053
    Journal articles | 2016
    Shao W; Salim FD; Song A; Bouguettaya A, 2016, 'Clustering Big Spatiotemporal-Interval Data', IEEE Transactions on Big Data, vol. 2, pp. 190 - 203, http://dx.doi.org/10.1109/tbdata.2016.2599923
    Journal articles | 2015
    Salim F; Haque U, 2015, 'Urban computing in the wild: A survey on large scale participation and citizen engagement with ubiquitous computing, cyber physical systems, and Internet of Things', International Journal of Human Computer Studies, vol. 81, pp. 31 - 48, http://dx.doi.org/10.1016/j.ijhcs.2015.03.003
    Journal articles | 2012
    Salim F; Burry J; Peers J; Underwood J, 2012, 'Augmented spatiality', International Journal of Architectural Computing, vol. 10, pp. 275 - 300, http://dx.doi.org/10.1260/1478-0771.10.2.275
    Journal articles | 2012
    Salim FD, 2012, 'Probing Streets and the Built Environment with Ambient and Community Sensing', Journal of Urban Technology, vol. 19, pp. 47 - 67, http://dx.doi.org/10.1080/10630732.2012.698066
    Journal articles | 2011
    Hamilton M; Salim F; Cheng E; Choy SL, 2011, 'Transafe', ACM SIGCAS Computers and Society, vol. 41, pp. 32 - 37, http://dx.doi.org/10.1145/2095272.2095275
    Journal articles | 2011
    Khoo CK; Salim F; Burry J, 2011, 'Designing architectural morphing skins with elastic modular systems', International Journal of Architectural Computing, vol. 9, pp. 397 - 419, http://dx.doi.org/10.1260/1478-0771.9.4.397
    Journal articles | 2011
    Salim FD; Mulder HM; Burry JR, 2011, 'Form fostering: A novel design approach for interacting with parametric models in the embodied virtuality', Electronic Journal of Information Technology in Construction, vol. 16, pp. 135 - 150, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000420486500009&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Journal articles | 2011
    Toth B; Salim F; Burry J; Frazer J; Drogemuller R; Burry M, 2011, 'Energy-oriented design tools for collaboration in the cloud', International Journal of Architectural Computing, vol. 9, pp. 339 - 359, http://dx.doi.org/10.1260/1478-0771.9.4.339
    Journal articles | 2010
    Salim FD; Mulder H; Jaworski P; Ransom JW; Cutellic P; Iseki T; Di Leo S; Kom Y, 2010, 'Collaborative Design and Live Interaction with Parametric Models using UbiMash', INTERNATIONAL JOURNAL OF ARCHITECTURAL COMPUTING, vol. 8, pp. 377 - 398, http://dx.doi.org/10.1260/1478-0771.8.3.377
  • Preprints | 2022
    Deldari S; Xue H; Saeed A; He J; Smith DV; Salim FD, 2022, Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data, http://arxiv.org/abs/2206.02353v2
    Preprints | 2022
    Deldari S; Xue H; Saeed A; Smith DV; Salim FD, 2022, COCOA: Cross Modality Contrastive Learning for Sensor Data, http://dx.doi.org/10.1145/3550316
    Preprints | 2022
    Heinisch JS; Gao N; Anderson C; Deldari S; David K; Salim F, 2022, Investigating the Effects of Mood & Usage Behaviour on Notification Response Time, http://arxiv.org/abs/2207.03405v1
    Preprints | 2022
    Khaokaew Y; Holcombe-James I; Rahaman MS; Liono J; Trippas JR; Spina D; Belkin N; Bailey P; Bennett PN; Ren Y; Sanderson M; Scholer F; White RW; Salim FD, 2022, Imagining Future Digital Assistants at Work: A Study of Task Management Needs, http://arxiv.org/abs/2208.03443v1
    Conference Papers | 2022
    Liu Y; Zhang Z; Yepes AJ; Salim FD, 2022, 'Modeling long-term dependencies and short-term correlations in patient journey data with temporal attention networks for health prediction', in Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, ACM, presented at BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, http://dx.doi.org/10.1145/3535508.3545535
    Preprints | 2022
    Liu Y; Zhang Z; Yepes AJ; Salim FD, 2022, Modeling Long-term Dependencies and Short-term Correlations in Patient Journey Data with Temporal Attention Networks for Health Prediction, http://dx.doi.org/10.1145/3535508.3545535
    Conference Papers | 2022
    Shao W; Jin Z; Wang S; Kang Y; Xiao X; Menouar H; Zhang Z; Zhang J; Salim F, 2022, 'Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention', in Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence Organization, presented at Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22}, 23 July 2022 - 29 July 2022, http://dx.doi.org/10.24963/ijcai.2022/309
    Preprints | 2022
    Shao W; Jin Z; Wang S; Kang Y; Xiao X; Menouar H; Zhang Z; Zhang J; Salim F, 2022, Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention, http://dx.doi.org/10.24963/ijcai.2022/309
    Preprints | 2022
    Small E; Shao W; Zhang Z; Liu P; Chan J; Sokol K; Salim F, 2022, How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies, http://arxiv.org/abs/2207.04581v2
    Preprints | 2022
    Sokol K; Kull M; Chan J; Salim FD, 2022, Ethical and Fairness Implications of Model Multiplicity, http://arxiv.org/abs/2203.07139v1
    Conference Papers | 2022
    Xue H; Salim FD; Ren Y; Clarke CLA, 2022, 'Translating human mobility forecasting through natural language generation', in WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining, pp. 1224 - 1233, http://dx.doi.org/10.1145/3488560.3498387
    Preprints | 2022
    Xue H; Voutharoja BP; Salim FD, 2022, Leveraging Language Foundation Models for Human Mobility Forecasting, http://arxiv.org/abs/2209.05479v2
    Conference Papers | 2022
    Zhao S; Shao W; Chan J; Salim FD, 2022, 'Measuring disentangled generative spatio-temporal representation', in Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022, pp. 522 - 530
    Preprints | 2022
    Zhao S; Shao W; Chan J; Salim FD, 2022, Measuring disentangled generative spatio-temporal representation, http://dx.doi.org/10.48550/arxiv.2202.04821
    Conference Papers | 2021
    Abushaqra FM; Xue H; Ren Y; Salim FD, 2021, 'PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 976 - 981, http://dx.doi.org/10.1109/ICDM51629.2021.00109
    Preprints | 2021
    Abushaqra FM; Xue H; Ren Y; Salim FD, 2021, PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series, http://arxiv.org/abs/2110.00071v2
    Preprints | 2021
    Anderson C; Heinisch JS; Deldari S; Salim FD; Ohly S; David K; Pejovic V, 2021, Towards Social Role-Based Interruptibility Management, http://arxiv.org/abs/2106.04265v1
    Conference Papers | 2021
    Deldari S; Smith DV; Xue H; Salim FD, 2021, 'Time series change point detection with self-supervised contrastive predictive coding', in The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021, ASSOC COMPUTING MACHINERY, ELECTR NETWORK, pp. 3124 - 3135, presented at 30th World Wide Web Conference (WWW), ELECTR NETWORK, 12 April 2021 - 23 April 2021, http://dx.doi.org/10.1145/3442381.3449903
    Preprints | 2021
    Gao N; Marschall M; Burry J; Watkins S; Salim FD, 2021, Understanding occupants' behaviour, engagement, emotion, and comfort indoors with heterogeneous sensors and wearables, http://arxiv.org/abs/2105.06637v3
    Preprints | 2021
    Gao N; Rahaman MS; Shao W; Ji K; Salim FD, 2021, Individual and Group-wise Classroom Seating Experience: Effects on Student Engagement in Different Courses, http://dx.doi.org/10.1145/3550335
    Preprints | 2021
    Gao N; Rahaman MS; Shao W; Salim FD, 2021, Investigating the Reliability of Self-report Data in the Wild: The Quest for Ground Truth, http://dx.doi.org/10.48550/arxiv.2107.00389
    Conference Papers | 2021
    Gao N; Saiedur Rahaman M; Shao W; Salim FD, 2021, 'Investigating the Reliability of Self-report Data in the Wild: The Quest for Ground Truth', in UbiComp/ISWC 2021 - Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers, pp. 237 - 242, http://dx.doi.org/10.1145/3460418.3479338
    Preprints | 2021
    Hamdi A; Salim F; Kim DY, 2021, GCCN: Global Context Convolutional Network, http://arxiv.org/abs/2110.11664v1
    Preprints | 2021
    Hamdi A; Salim F; Kim DY; Chang X, 2021, Signature-Graph Networks, http://arxiv.org/abs/2110.11551v1
    Preprints | 2021
    Hamdi A; Salim FD; Kim DY; Neiat AG; Bouguettaya A, 2021, Drone-as-a-Service Composition Under Uncertainty, http://arxiv.org/abs/2103.06513v1
    Preprints | 2021
    Hamdi A; Shaban K; Erradi A; Mohamed A; Rumi SK; Salim F, 2021, Spatiotemporal Data Mining: A Survey on Challenges and Open Problems, http://arxiv.org/abs/2103.17128v1
    Conference Papers | 2021
    Khaokaew Y; Rahaman MS; White RW; Salim FD, 2021, 'CoSEM: Contextual and Semantic Embedding for App Usage Prediction', in International Conference on Information and Knowledge Management, Proceedings, pp. 3137 - 3141, http://dx.doi.org/10.1145/3459637.3482076
    Preprints | 2021
    Khaokaew Y; Rahaman MS; White RW; Salim FD, 2021, CoSEM: Contextual and Semantic Embedding for App Usage Prediction, http://dx.doi.org/10.48550/arxiv.2108.11561
    Conference Papers | 2021
    Li A; Guo J; Yang H; Salim FD; Chen Y, 2021, 'DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones', in IoTDI 2021 - Proceedings of the 2021 International Conference on Internet-of-Things Design and Implementation, pp. 28 - 39, http://dx.doi.org/10.1145/3450268.3453519
    Conference Papers | 2021
    Rahaman MS; Shao W; Salim FD; Turky A; Song A; Chan J; Jiang J; Bradbrook D, 2021, 'MoParkeR : Multi-objective Parking Recommendation', in ACM International Conference Proceeding Series, pp. 237 - 242, http://dx.doi.org/10.1145/3468791.3468810
    Preprints | 2021
    Rahaman MS; Shao W; Salim FD; Turky A; Song A; Chan J; Jiang J; Bradbrook D, 2021, MoParkeR : Multi-objective Parking Recommendation
    Conference Papers | 2021
    Salim FD, 2021, 'Learning Spatio-Temporal Behavioural Representations for Urban Activity Forecasting', in The Web Conference 2021 - Companion of the World Wide Web Conference, WWW 2021, ASSOC COMPUTING MACHINERY, ELECTR NETWORK, pp. 347 - 348, presented at 30th World Wide Web (WWW) Conference (WebConf), ELECTR NETWORK, 19 April 2021 - 23 April 2021, http://dx.doi.org/10.1145/3442442.3451892
    Preprints | 2021
    Shao W; Prabowo A; Zhao S; Koniusz P; Salim FD, 2021, Predicting Flight Delay with Spatio-Temporal Trajectory Convolutional Network and Airport Situational Awareness Map, http://dx.doi.org/10.1016/j.neucom.2021.04.136
    Conference Papers | 2021
    Shao W; Zhao S; Zhang Z; Wang S; Rahaman MS; Song A; Salim FD, 2021, 'FADACS: A Few-Shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing', in 2021 IEEE International Conference on Pervasive Computing and Communications, PerCom 2021, IEEE, ELECTR NETWORK, presented at 19th IEEE International Conference on Pervasive Computing and Communications (IEEE PerCom), ELECTR NETWORK, 22 March 2021 - 26 March 2021, http://dx.doi.org/10.1109/PERCOM50583.2021.9439123
    Preprints | 2021
    Song H; Qin AK; Salim FD, 2021, Evolutionary Ensemble Learning for Multivariate Time Series Prediction, http://arxiv.org/abs/2108.09659v1
    Preprints | 2021
    Wang Z; Jiang R; Xue H; Salim FD; Song X; Shibasaki R, 2021, Event-Aware Multimodal Mobility Nowcasting, http://arxiv.org/abs/2112.08443v1
    Conference Papers | 2021
    Xue H; Salim FD, 2021, 'Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ASSOC COMPUTING MACHINERY, ELECTR NETWORK, pp. 1944 - 1952, presented at 27th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), ELECTR NETWORK, 14 August 2021 - 18 August 2021, http://dx.doi.org/10.1145/3447548.3467263
    Conference Papers | 2021
    Xue H; Salim FD, 2021, 'TERMCast: Temporal Relation Modeling for Effective Urban Flow Forecasting', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 741 - 753, http://dx.doi.org/10.1007/978-3-030-75762-5_58
    Preprints | 2021
    Xue H; Salim FD, 2021, Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification, http://dx.doi.org/10.1145/3447548.3467263
    Preprints | 2021
    Xue H; Salim FD; Ren Y; Clarke CLA, 2021, Translating Human Mobility Forecasting through Natural Language Generation, http://arxiv.org/abs/2112.11481v1
    Conference Papers | 2021
    Xue H; Salim FD; Ren Y; Oliver N, 2021, 'MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction', in Advances in Neural Information Processing Systems, pp. 30380 - 30391
    Preprints | 2021
    Xue H; Salim FD; Ren Y; Oliver N, 2021, MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction, http://arxiv.org/abs/2110.01401v1
    Preprints | 2020
    Bedogni L; Rumi SK; Salim F, 2020, Modelling Memory for Individual Re-identification in Decentralised Mobile Contact Tracing Applications, http://arxiv.org/abs/2010.05514v2
    Preprints | 2020
    Deldari S; Smith DV; Sadri A; Salim FD, 2020, ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data, http://dx.doi.org/10.1145/3411832
    Preprints | 2020
    Deldari S; Smith DV; Xue H; Salim FD, 2020, Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding, http://dx.doi.org/10.1145/3442381.3449903
    Preprints | 2020
    Gao N; Shao W; Rahaman MS; Salim FD, 2020, n-Gage: Predicting in-class Emotional, Behavioural and Cognitive Engagement in the Wild, http://arxiv.org/abs/2007.04831v4
    Preprints | 2020
    Gao N; Shao W; Rahaman MS; Zhai J; David K; Salim FD, 2020, Transfer Learning for Thermal Comfort Prediction in Multiple Cities, http://arxiv.org/abs/2004.14382v3
    Preprints | 2020
    Gao N; Xue H; Shao W; Zhao S; Qin KK; Prabowo A; Rahaman MS; Salim FD, 2020, Generative Adversarial Networks for Spatio-temporal Data: A Survey, http://dx.doi.org/10.1145/3474838
    Preprints | 2020
    Hamdi A; Kim DY; Salim FD, 2020, flexgrid2vec: Learning Efficient Visual Representations Vectors, http://arxiv.org/abs/2007.15444v6
    Conference Papers | 2020
    Hamdi A; Salim F; Kim DY, 2020, 'DroTrack: High-speed drone-based object tracking under uncertainty', in IEEE International Conference on Fuzzy Systems, IEEE, ELECTR NETWORK, presented at IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), ELECTR NETWORK, 19 July 2020 - 24 July 2020, http://dx.doi.org/10.1109/FUZZ48607.2020.9177571
    Preprints | 2020
    Hamdi A; Salim F; Kim DY, 2020, DroTrack: High-speed Drone-based Object Tracking Under Uncertainty, http://arxiv.org/abs/2005.00828v1
    Preprints | 2020
    Kaur M; Salim FD; Ren Y; Chan J; Tomko M; Sanderson M, 2020, Joint Modelling of Cyber Activities and Physical Context to Improve Prediction of Visitor Behaviors, http://dx.doi.org/10.1145/3393692
    Conference Papers | 2020
    Liono J; Rahaman MS; Salim FD; Ren Y; Spina D; Scholer F; Trippas JR; Sanderson M; Bennett PN; White RW, 2020, 'Intelligent task recognition: Towards enabling productivity assistance in daily life', in ICMR 2020 - Proceedings of the 2020 International Conference on Multimedia Retrieval, pp. 472 - 478, http://dx.doi.org/10.1145/3372278.3390703
    Preprints | 2020
    Nolan S; Rumi SK; Anderson C; David K; Salim FD, 2020, Exploring the Impact of COVID-19 Lockdown on Social Roles and Emotions while Working from Home, http://arxiv.org/abs/2007.12353v1
    Conference Papers | 2020
    Qin KK; Salim FD; Ren Y; Shao W; Heimann M; Koutra D, 2020, 'G-CREWE: Graph CompREssion with Embedding for Network Alignment', in International Conference on Information and Knowledge Management, Proceedings, ASSOC COMPUTING MACHINERY, ELECTR NETWORK, pp. 1255 - 1264, presented at 29th ACM International Conference on Information and Knowledge Management (CIKM), ELECTR NETWORK, 19 October 2020 - 23 October 2020, http://dx.doi.org/10.1145/3340531.3411924
    Preprints | 2020
    Qin KK; Salim FD; Ren Y; Shao W; Heimann M; Koutra D, 2020, G-CREWE: Graph CompREssion With Embedding for Network Alignment, http://dx.doi.org/10.1145/3340531.3411924
    Preprints | 2020
    Rahaman MS; Kudo S; Rawling T; Ren Y; Salim FD, 2020, Seating preference analysis for hybrid workplaces, http://arxiv.org/abs/2007.15807v1
    Preprints | 2020
    Rahaman MS; Liono J; Ren Y; Chan J; Kudo S; Rawling T; Salim FD, 2020, An Ambient-Physical System to Infer Concentration in Open-plan Workplace
    Preprints | 2020
    Rumi SK; Qin KK; Salim FD, 2020, Multi-officer Routing for Patrolling High Risk Areas Jointly Learned from Check-ins, Crime and Incident Response Data, http://dx.doi.org/10.48550/arxiv.2008.00113
    Conference Papers | 2020
    Rumi SK; Salim FD, 2020, 'Modelling Regional Crime Risk using Directed Graph of Check-ins', in International Conference on Information and Knowledge Management, Proceedings, ASSOC COMPUTING MACHINERY, ELECTR NETWORK, pp. 2201 - 2204, presented at 29th ACM International Conference on Information and Knowledge Management (CIKM), ELECTR NETWORK, 19 October 2020 - 23 October 2020, http://dx.doi.org/10.1145/3340531.3412065
    Conference Papers | 2020
    Rumi SK; Shao W; Salim FD, 2020, 'Realtime predictive patrolling and routing with mobility and emergency calls data', in Proceedings of the 14th International AAAI Conference on Web and Social Media, ICWSM 2020, pp. 964 - 968
    Preprints | 2020
    Saeed A; Salim FD; Ozcelebi T; Lukkien J, 2020, Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence, http://dx.doi.org/10.1109/JIOT.2020.3009358
    Conference Papers | 2020
    Schwee JH; Sangogboye FC; Salim FD; Kjærgaard MB, 2020, 'Tool-chain for supporting Privacy Risk Assessments', in BuildSys 2020 - Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, pp. 140 - 149, http://dx.doi.org/10.1145/3408308.3427605
    Conference Papers | 2020
    Shao W; Chan J; Salim FD, 2020, 'Approximating Optimisation Solutions for the Travelling Officer Problem with Neural Networks', in Proceedings of the International Joint Conference on Neural Networks, IEEE, ELECTR NETWORK, presented at International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), ELECTR NETWORK, 19 July 2020 - 24 July 2020, http://dx.doi.org/10.1109/IJCNN48605.2020.9207041
    Preprints | 2020
    Shao W; Zhao S; Zhang Z; Wang S; Rahaman MS; Song A; Salim FD, 2020, FADACS: A Few-shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing, http://arxiv.org/abs/2007.08551v2
    Conference Papers | 2020
    Turky A; Rahaman MS; Shao W; Salim FD; Bradbrook D; Song A, 2020, 'Deep learning assisted memetic algorithm for shortest route problems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 109 - 121, http://dx.doi.org/10.1007/978-3-030-50426-7_9
    Conference Papers | 2020
    Wang X; Salim FD; Ren Y; Koniusz P, 2020, 'Relation Embedding for Personalised Translation-Based POI Recommendation', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 53 - 64, http://dx.doi.org/10.1007/978-3-030-47426-3_5
    Preprints | 2020
    Wang X; Salim FD; Ren Y; Koniusz P, 2020, Relation Embedding for Personalised POI Recommendation, http://dx.doi.org/10.1007/978-3-030-47426-3_5
    Preprints | 2020
    Xue H; Salim FD, 2020, TERMCast: Temporal Relation Modeling for Effective Urban Flow Forecasting
    Conference Papers | 2020
    Zeitouni K; Borcea C; Salim F, 2020, 'Message from the general chairs MDM 2020', in Proceedings - IEEE International Conference on Mobile Data Management, pp. xiv, http://dx.doi.org/10.1109/MDM48529.2020.00005
    Preprints | 2019
    Gao N; Shao W; Salim FD, 2019, Predicting Personality Traits from Physical Activity Intensity, http://dx.doi.org/10.48550/arxiv.1906.07864
    Preprints | 2019
    Li A; Guo J; Yang H; Salim FD; Chen Y, 2019, DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones, http://dx.doi.org/10.1145/3450268.3453519
    Conference Papers | 2019
    Liono J; Salim FD; Van Berkel N; Kostakos V; Qin AK, 2019, 'Improving experience sampling with multi-view user-driven annotation prediction', in 2019 IEEE International Conference on Pervasive Computing and Communications, PerCom 2019, IEEE, Kyoto, JAPAN, presented at IEEE International Conference on Pervasive Computing and Communications (PerCom), Kyoto, JAPAN, 11 March 2019 - 15 March 2019, http://dx.doi.org/10.1109/PERCOM.2019.8767394
    Conference Papers | 2019
    Mohammad Forkan AR; Salim F; Conduit R; Beckett P; Robinson SR, 2019, 'Tiara: Technology integrated apnea respiration analyser', in Proceedings - International Symposium on Wearable Computers, ISWC, ASSOC COMPUTING MACHINERY, Google, London, ENGLAND, pp. 169 - 171, presented at 23rd ACM International Conference on International Computing Education Research (ICER), Google, London, ENGLAND, 09 September 2019 - 13 September 2019, http://dx.doi.org/10.1145/3341163.3347729
    Conference Papers | 2019
    Pannuto P; Pan S; Salim F; Kjærgaard M, 2019, 'Message from the chairs', in DATA 2019 - Proceedings of the 2nd ACM Workshop on Data Acquisition To Analysis, Part of SenSys 2019
    Conference Papers | 2019
    Prabowo A; Koniusz P; Shao W; Salim FD, 2019, 'COLTRANE: ConvolutiOnaL TRAjectory network for deep map inference', in Zhang M (ed.), BuildSys 2019 - Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, ASSOC COMPUTING MACHINERY, Columbia Univ, New York, NY, pp. 21 - 30, presented at 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), Columbia Univ, New York, NY, 13 November 2019 - 14 November 2019, http://dx.doi.org/10.1145/3360322.3360853
    Preprints | 2019
    Prabowo A; Koniusz P; Shao W; Salim FD, 2019, COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Inference, http://dx.doi.org/10.48550/arxiv.1909.11048
    Conference Papers | 2019
    Rahaman MS; Pare H; Liono J; Salim FD; Ren Y; Chan J; Kudo S; Rawling T; Sinickas A, 2019, 'OccuSpace: Towards a Robust Occupancy Prediction System for Activity Based Workplace', in 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019, IEEE, Kyoto, JAPAN, pp. 415 - 418, presented at IEEE International Conference on Pervasive Computing and Communications (PerCom), Kyoto, JAPAN, 11 March 2019 - 15 March 2019, http://dx.doi.org/10.1109/PERCOMW.2019.8730762
    Preprints | 2019
    Rumi SK; Salim FD, 2019, Modelling Regional Crime Risk using Directed Graph of Check-ins, http://dx.doi.org/10.48550/arxiv.1908.02570
    Conference Papers | 2019
    Shao W; Prabowo A; Zhao S; Tan S; Koniusz P; Chan J; Hei X; Feest B; Salim FD, 2019, 'Flight delay prediction using airport situational awareness map', in BanaeiKashani F; Trajcevski G; Guting RH; Kulik L; Newsam S (eds.), GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, ASSOC COMPUTING MACHINERY, Chicago, IL, pp. 432 - 435, presented at 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS), Chicago, IL, 05 November 2019 - 08 November 2019, http://dx.doi.org/10.1145/3347146.3359079
    Preprints | 2019
    Shao W; Prabowo A; Zhao S; Tan S; Konuiusz P; Chan J; Hei X; Feest B; Salim FD, 2019, Flight Delay Prediction using Airport Situational Awareness Map, http://dx.doi.org/10.48550/arxiv.1911.01605
    Preprints | 2019
    Shao W; Salim FD; Chan J; Morrison S; Zambetta F, 2019, Approximating Optimisation Solutions for Travelling Officer Problem with Customised Deep Learning Network, http://dx.doi.org/10.48550/arxiv.1903.03348
    Conference Papers | 2019
    Shao W; Salim FD; Chan J; Qin K; Ma J; Feest B, 2019, 'OnlineAirTrajClus: An online aircraft trajectory clustering for tarmac situation awareness', in 2019 IEEE International Conference on Pervasive Computing and Communications, PerCom 2019, http://dx.doi.org/10.1109/PERCOM.2019.8767400
    Conference Papers | 2019
    Shao W; Zhang Y; Guo B; Qin K; Chan J; Salim FD, 2019, 'Parking Availability Prediction with Long Short Term Memory Model', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 124 - 137, http://dx.doi.org/10.1007/978-3-030-15093-8_9
    Conference Papers | 2019
    Trippas JR; Spina D; Scholer F; Awadallah AH; Bailey P; Bennett PN; White RW; Liono J; Ren Y; Salim FD; Sanderson M, 2019, 'Learning about work tasks to inform intelligent assistant design', in CHIIR 2019 - Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, ASSOC COMPUTING MACHINERY, Univ Strathclyde, Glasgow, SCOTLAND, pp. 5 - 14, presented at 4th ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR), Univ Strathclyde, Glasgow, SCOTLAND, 10 March 2019 - 14 March 2019, http://dx.doi.org/10.1145/3295750.3298934
    Conference Papers | 2019
    Yu H; Shao W; Zhang Q; Salim FD; Gu M, 2019, 'Deep-learning-aided three-dimensional direct laser writing of the complete connectome of mushroom body from an insect brain', in 2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019, http://dx.doi.org/10.1109/CLEOE-EQEC.2019.8871466
    Conference Papers | 2019
    Yu H; Shao W; Zhang Q; Salim FD; Gu M, 2019, 'Deep-learning-aided three-dimensional direct laser writing of the complete connectome of mushroom body from an insect brain', in Optics InfoBase Conference Papers, IEEE, Munich, GERMANY, presented at Conference on Lasers and Electro-Optics Europe / European Quantum Electronics Conference (CLEO/Europe-EQEC), Munich, GERMANY, 23 June 2019 - 27 June 2019, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000630002700032&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2018
    Arief-Ang IB; Salim FD; Hamilton M, 2018, 'SD-HOC: Seasonal decomposition algorithm for mining lagged time series', in Communications in Computer and Information Science, Springer Singapore, pp. 125 - 143, http://dx.doi.org/10.1007/978-981-13-0292-3_8
    Conference Papers | 2018
    Kaur M; Salim FD; Ren Y; Chan J; Tomko M; Sanderson M, 2018, 'Shopping intent recognition and location prediction from cyber-physical activities via Wi-Fi logs', in Ramachandran GS; Batra N (ed.), BuildSys 2018 - Proceedings of the 5th Conference on Systems for Built Environments, ASSOC COMPUTING MACHINERY, Shenzen, PEOPLES R CHINA, pp. 130 - 139, presented at 5th ACM International Conference on Systems for Built Environments (BuildSys), Shenzen, PEOPLES R CHINA, 07 November 2018 - 08 November 2018, http://dx.doi.org/10.1145/3276774.3276786
    Conference Papers | 2018
    Kjærgaard MB; Dong B; Carlucci S; Salim FD; Yang J; Andrews CJ; Ardakanian O, 2018, 'Poster Abstract: Data-driven Occupant Modeling Strategies and Digital Tools enabled by IEA EBC Annex 79', in Ramachandran GS; Batra N (ed.), BuildSys 2018 - Proceedings of the 5th Conference on Systems for Built Environments, ASSOC COMPUTING MACHINERY, Shenzen, PEOPLES R CHINA, pp. 188 - 189, presented at 5th ACM International Conference on Systems for Built Environments (BuildSys), Shenzen, PEOPLES R CHINA, 07 November 2018 - 08 November 2018, http://dx.doi.org/10.1145/3276774.3281015
    Conference Papers | 2018
    Liono J; Abdallah ZS; Qin AK; Salim FD, 2018, 'Inferring transportation mode and human activity from mobile sensing in daily life', in ACM International Conference Proceeding Series, ASSOC COMPUTING MACHINERY, New York City, NY, pp. 342 - 351, presented at 15th EAI International Conference on Mobile and Ubiquitous Systems - Computing, Networking and Services (Mobiquitous), New York City, NY, 05 November 2018 - 07 November 2018, http://dx.doi.org/10.1145/3286978.3287006
    Conference Papers | 2018
    Liu H; Wang X; Wei Y; Shao W; Liono J; Salim FD; Deng B; Du J, 2018, 'ProMETheus: An intelligent mobile voice meeting minutes system', in ACM International Conference Proceeding Series, ASSOC COMPUTING MACHINERY, New York City, NY, pp. 392 - 401, presented at 15th EAI International Conference on Mobile and Ubiquitous Systems - Computing, Networking and Services (Mobiquitous), New York City, NY, 05 November 2018 - 07 November 2018, http://dx.doi.org/10.1145/3286978.3286995
    Conference Papers | 2018
    Ning X; Yao L; Wang X; Benatallah B; Salim F; Haghighi PD, 2018, 'Predicting Citywide Passenger Demand via Reinforcement Learning from Spatio-Temporal Dynamics', in PROCEEDINGS OF THE 15TH EAI INTERNATIONAL CONFERENCE ON MOBILE AND UBIQUITOUS SYSTEMS: COMPUTING, NETWORKING AND SERVICES (MOBIQUITOUS 2018), ASSOC COMPUTING MACHINERY, New York City, NY, pp. 19 - 28, presented at 15th EAI International Conference on Mobile and Ubiquitous Systems - Computing, Networking and Services (Mobiquitous), New York City, NY, 05 November 2018 - 07 November 2018, http://dx.doi.org/10.1145/3286978.3286991
    Conference Papers | 2018
    Priyogi B; Sanderson M; Salim F; Chan J; Tomko M; Ren Y, 2018, 'Identifying in-app user actions from mobile web logs', in Phung D; Tseng VS; Webb GI; Ho B; Ganji M; Rashidi L (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), SPRINGER INTERNATIONAL PUBLISHING AG, Deakin Univ, Melbourne, AUSTRALIA, pp. 300 - 311, presented at 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Deakin Univ, Melbourne, AUSTRALIA, 03 June 2018 - 06 June 2018, http://dx.doi.org/10.1007/978-3-319-93037-4_24
    Conference Papers | 2018
    Rahaman MS; Hamilton M; Salim FD, 2018, 'CoAcT: A Framework for Context-Aware Trip Planning Using Active Transport', in 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018, IEEE, Athens, GREECE, pp. 645 - 650, presented at IEEE International Conference on Pervasive Computing and Communications (PerCom), Athens, GREECE, 19 March 2018 - 23 March 2018, http://dx.doi.org/10.1109/PERCOMW.2018.8480351
    Conference Papers | 2018
    Raychoudhury V; Loke SW; Salim FD, 2018, 'PerCom Workshops 2018 Committees', in 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018, http://dx.doi.org/10.1109/PERCOMW.2018.8480275
    Conference Papers | 2018
    Rumi SK; Deng K; Salim FD, 2018, 'Theft prediction with individual risk factor of visitors', in BanaeiKashani F; Hoel E; Guting RH; Tamassia R; Xiong L (eds.), GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, ASSOC COMPUTING MACHINERY, Seattle, WA, pp. 552 - 555, presented at 26th ACM-SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS), Seattle, WA, 06 November 2018 - 09 November 2018, http://dx.doi.org/10.1145/3274895.3274994
    Conference Papers | 2018
    Sarker IH; Salim FD, 2018, 'Mining user behavioral rules from smartphone data through association analysis', in Phung D; Tseng VS; Webb GI; Ho B; Ganji M; Rashidi L (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), SPRINGER INTERNATIONAL PUBLISHING AG, Deakin Univ, Melbourne, AUSTRALIA, pp. 450 - 461, presented at 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Deakin Univ, Melbourne, AUSTRALIA, 03 June 2018 - 06 June 2018, http://dx.doi.org/10.1007/978-3-319-93034-3_36
    Preprints | 2018
    Sarker IH; Salim FD, 2018, Mining User Behavioral Rules from Smartphone Data through Association Analysis, http://dx.doi.org/10.48550/arxiv.1804.01379
    Conference Papers | 2018
    Shao W; Salim FD; Nguyen T; Youssef M, 2018, 'Who Opened the Room? Device-Free Person Identification Using Bluetooth Signals in Door Access', in Wu Y; Min G; Georgalas N; AlDubi A; Jin X; Yang L; Ma J; Yang P (eds.), Proceedings - 2017 IEEE International Conference on Internet of Things, IEEE Green Computing and Communications, IEEE Cyber, Physical and Social Computing, IEEE Smart Data, iThings-GreenCom-CPSCom-SmartData 2017, IEEE, Exeter, ENGLAND, pp. 68 - 75, presented at EEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), Exeter, ENGLAND, 21 June 2017 - 23 June 2017, http://dx.doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData.2017.16
    Conference Papers | 2018
    Song H; Qin AK; Salim FD, 2018, 'Evolutionary Multi-objective Ensemble Learning for Multivariate Electricity Consumption Prediction', in Proceedings of the International Joint Conference on Neural Networks, IEEE, presented at 2018 International Joint Conference on Neural Networks (IJCNN), 08 July 2018 - 13 July 2018, http://dx.doi.org/10.1109/IJCNN.2018.8489261
    Conference Papers | 2017
    Arief-Ang IB; Salim FD; Hamilton M, 2017, 'DA-HOC: Semi-supervised domain adaptation for room occupancy prediction using CO2 sensor data', in BuildSys 2017 - Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, ASSOC COMPUTING MACHINERY, Delft, NETHERLANDS, presented at 4th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys), Delft, NETHERLANDS, 08 November 2017 - 09 November 2017, http://dx.doi.org/10.1145/3137133.3137146
    Preprints | 2017
    Arief-Ang IB; Salim FD; Hamilton M, 2017, CD-HOC: Indoor Human Occupancy Counting using Carbon Dioxide Sensor Data, http://dx.doi.org/10.48550/arxiv.1706.05286
    Conference Papers | 2017
    Liono J; Wang X; Mcintosh W; Salim FD, 2017, 'Predicting the city foot traffic with pedestrian sensor data', in Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, ACM, presented at 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, 07 November 2017 - 10 November 2017, http://dx.doi.org/10.4108/eai.7-11-2017.2273699
    Conference Papers | 2017
    Nguyen T; Nguyen V; Salim FD; Le DV; Phung D, 2017, 'A Simultaneous Extraction of Context and Community from pervasive signals using nested Dirichlet process', in Pervasive and Mobile Computing, ELSEVIER, Sydney, AUSTRALIA, pp. 396 - 417, presented at 14th IEEE International Conference on Pervasive Computing and Communication (PerCom), Sydney, AUSTRALIA, 14 March 2016 - 19 March 2016, http://dx.doi.org/10.1016/j.pmcj.2016.08.019
    Conference Papers | 2017
    Rahaman MS; Hamilton M; Salim FD, 2017, 'Predicting imbalanced taxi and passenger queue contexts in airport', in Proceedings ot the 21st Pacific Asia Conference on Information Systems: ''Societal Transformation Through IS/IT'', PACIS 2017
    Conference Papers | 2017
    Rahaman MS; Hamilton M; Salim FD, 2017, 'Queue context prediction using taxi driver knowledge', in Proceedings of the Knowledge Capture Conference, K-CAP 2017, ACM, presented at K-CAP 2017: Knowledge Capture Conference, http://dx.doi.org/10.1145/3148011.3154474
    Conference Papers | 2017
    Rosalina E; Salim FD; Sellis T, 2017, 'Automated density-based clustering of spatial urban data for interactive data exploration', in 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017, IEEE, Atlanta, GA, pp. 295 - 300, presented at IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Atlanta, GA, 01 May 2017 - 04 May 2017, http://dx.doi.org/10.1109/INFCOMW.2017.8116392
    Conference Papers | 2017
    Sadri A; Ren Y; Salim FD, 2017, 'Full trajectory prediction: What will you do the rest of the day?', in UbiComp/ISWC 2017 - Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, ASSOC COMPUTING MACHINERY, Maui, HI, pp. 189 - 192, presented at ACM International Joint Conference on Pervasive and Ubiquitous Computing (UBICOMP) / ACM International Symposium on Wearable Computers (ISWC), Maui, HI, 11 September 2017 - 15 September 2017, http://dx.doi.org/10.1145/3123024.3123140
    Conference Papers | 2017
    Sadri A; Ren Y; Salim FD, 2017, 'Summarizing Movement Graph for Mobility Pattern Analysis', in Proceedings of the Knowledge Capture Conference, K-CAP 2017, ACM, presented at K-CAP 2017: Knowledge Capture Conference, http://dx.doi.org/10.1145/3148011.3154469
    Conference Papers | 2017
    Song H; Qin AK; Salim FD, 2017, 'Multi-resolution selective ensemble extreme learning machine for electricity consumption prediction', in Liu D; Xie S; Li Y; Zhao D; ElAlfy ESM (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), SPRINGER INTERNATIONAL PUBLISHING AG, Guangzhou, PEOPLES R CHINA, pp. 600 - 609, presented at 24th International Conference on Neural Information Processing (ICONIP), Guangzhou, PEOPLES R CHINA, 14 November 2017 - 18 November 2017, http://dx.doi.org/10.1007/978-3-319-70139-4_61
    Conference Papers | 2017
    Wang X; Liono J; McIntosh W; Salim FD, 2017, 'Predicting the city foot traffic with pedestrian sensor data', in ACM International Conference Proceeding Series, ASSOC COMPUTING MACHINERY, Melbourne, AUSTRALIA, pp. 1 - 10, presented at 14th EAI International Conference on Mobile and Ubiquitous Systems - Computing, Networking and Services (MobiQuitous), Melbourne, AUSTRALIA, 07 November 2017 - 10 November 2017, http://dx.doi.org/10.1145/3144457.3152355
    Conference Papers | 2016
    Ang IBA; Dilys Salim F; Hamilton M, 2016, 'Human occupancy recognition with multivariate ambient sensors', in 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016, IEEE, presented at 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops), 14 March 2016 - 18 March 2016, http://dx.doi.org/10.1109/PERCOMW.2016.7457116
    Conference Papers | 2016
    Cui L; Zhang X; Zhou X; Salim F, 2016, 'Topical event detection on twitter', in Cheema MA; Zhang W; Chang L (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), SPRINGER INTERNATIONAL PUBLISHING AG, Sydney, AUSTRALIA, pp. 257 - 268, presented at 27th Australasian Database Conference (ADC), Sydney, AUSTRALIA, 26 September 2016 - 29 September 2016, http://dx.doi.org/10.1007/978-3-319-46922-5_20
    Conference Papers | 2016
    Di Mascio D; Clarke R; Akama Y; Salim F, 2016, 'Urban HCI: (Re)adapting the city together', in DIS 2016 Companion - Proceedings of the 2016 ACM Conference on Designing Interactive Systems: Fuse, pp. 89 - 92, http://dx.doi.org/10.1145/2908805.2913027
    Conference Papers | 2016
    Khoo CK; Salim F, 2016, 'Painterface: An integrated responsive architectural interface', in CAADRIA 2016, 21st International Conference on Computer-Aided Architectural Design Research in Asia - Living Systems and Micro-Utopias: Towards Continuous Designing, pp. 271 - 280
    Conference Papers | 2016
    Krome S; Liono J; Salim FD; Greuter S; Steinberger F, 2016, 'Autojammin' - Designing progression in traffic and music', in Green P; Pfleging B; Kun AL; Liang Y; Meschtscherjakov A; Frohlich P (eds.), AutomotiveUI 2016 - 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Adjunct Proceedings, ASSOC COMPUTING MACHINERY, Univ Michigan Transportat Res Inst Driver Interface Grp, Ann Arbor, MI, pp. 63 - 68, presented at 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI), Univ Michigan Transportat Res Inst Driver Interface Grp, Ann Arbor, MI, 24 October 2016 - 26 October 2016, http://dx.doi.org/10.1145/3004323.3004325
    Conference Papers | 2016
    Liono J; Nguyen T; Jayaraman PP; Salim FD, 2016, 'UTE: A ubiquitous data exploration platform for mobile sensing experiments', in Proceedings - IEEE International Conference on Mobile Data Management, IEEE, pp. 349 - 352, presented at 2016 17th IEEE International Conference on Mobile Data Management (MDM), 13 June 2016 - 16 June 2016, http://dx.doi.org/10.1109/MDM.2016.61
    Conference Papers | 2016
    Liono J; Qin AK; Salim FD, 2016, 'Optimal time window for temporal segmentation of sensor streams in multi-activity recognition', in ACM International Conference Proceeding Series, ACM, pp. 10 - 19, presented at MOBIQUITOUS 2016: Computing, Networking and Services, http://dx.doi.org/10.1145/2994374.2994388
    Conference Papers | 2016
    Liono J; Valentine A; Khoo CK; Salim FD, 2016, 'Measuring passers-by engagement with AmPost: A printed interactive audio poster', in Proceedings of the 28th Australian Computer-Human Interaction Conference, OzCHI 2016, pp. 215 - 219, http://dx.doi.org/10.1145/3010915.3010998
    Conference Papers | 2016
    Loke SW; Salim F; Mondal A; Winter S, 2016, 'The first IEEE international workshop on context-aware smart cities and intelligent transport systems, 2016 - Welcome and committees: Welcome message for AwareCities 2016', in 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016, http://dx.doi.org/10.1109/PERCOMW.2016.7457029
    Conference Papers | 2016
    Nguyen T; Nguyen V; Salim FD; Phung D, 2016, 'SECC: Simultaneous extraction of context and community from pervasive signals', in 2016 IEEE International Conference on Pervasive Computing and Communications, PerCom 2016, IEEE, presented at 2016 IEEE International Conference on Pervasive Computing and Communications (PerCom), 14 March 2016 - 19 March 2016, http://dx.doi.org/10.1109/PERCOM.2016.7456501
    Conference Papers | 2016
    Salim F; Sigg S; Xu C, 2016, 'CoSDEO 2016: Contact-free ambient sensing - Welcome and committees: Welcome message from the CoSDEO 2016 workshop co-chairs', in 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016, http://dx.doi.org/10.1109/PERCOMW.2016.7457041
    Conference Papers | 2016
    Song H; Qin AK; Salim FD, 2016, 'Multivariate electricity consumption prediction with Extreme Learning Machine', in Proceedings of the International Joint Conference on Neural Networks, IEEE, Vancouver, CANADA, pp. 2313 - 2320, presented at International Joint Conference on Neural Networks (IJCNN), Vancouver, CANADA, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/IJCNN.2016.7727486
    Conference Papers | 2016
    Zambonelli F; de Meuter W; Kanhere S; Loke S; Salim F, 2016, 'Smart cities: Intelligent environments and dumb people? Panel summary', in 2016 IEEE International Conference on Pervasive Computing and Communications (PerCom), IEEE, presented at 2016 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 14 March 2016 - 19 March 2016, http://dx.doi.org/10.1109/percom.2016.7456522
    Conference Papers | 2015
    Chang C; Loke SW; Dong H; Salim F; Srirama SN; Liyanage M; Ling S, 2015, 'An Energy-Efficient Inter-organizational Wireless Sensor Data Collection Framework', in Miller JS (ed.), Proceedings - 2015 IEEE International Conference on Web Services, ICWS 2015, IEEE, New York, NY, pp. 639 - 646, presented at IEEE International Conference on Web Services (ICWS), New York, NY, 27 June 2015 - 02 July 2015, http://dx.doi.org/10.1109/ICWS.2015.90
    Conference Papers | 2015
    Hamilton M; Salim F; Cheng E; Choy SL, 2015, 'Transafe: A crowdsourced mobile platform for crime and safety perception management', in International Symposium on Technology and Society, Proceedings, IEEE, presented at 2011 IEEE International Symposium on Technology and Society (ISTAS), 23 May 2011 - 25 May 2011, http://dx.doi.org/10.1109/ISTAS.2011.7160600
    Conference Papers | 2015
    Liono J; Salim FD; Subastian IF, 2015, 'Visualization oriented spatiotemporal urban data management and retrieval', in UCUI 2015 - Proceedings of the ACM 1st International Workshop on Understanding the City with Urban Informatics, co-located with CIKM 2015, ACM, pp. 21 - 26, presented at CIKM'15: 24th ACM International Conference on Information and Knowledge Management, http://dx.doi.org/10.1145/2811271.2811273
    Conference Papers | 2015
    Mei Y; Li X; Salim F; Yao X, 2015, 'Heuristic evolution with Genetic Programming for Traveling Thief Problem', in 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, pp. 2753 - 2760, http://dx.doi.org/10.1109/CEC.2015.7257230
    Preprints | 2015
    Ren Y; Tomko M; Salim F; Ong K; Sanderson M, 2015, Analyzing Web Behavior in Indoor Retail Spaces, http://dx.doi.org/10.1002/asi.23587
    Conference Papers | 2015
    Sigg S; Nurmi P; Salim F, 2015, 'Mobile Computing, Applications, and Services: 7th International Conference, MobiCASE 2015 Berlin, Germany, November 12-13, 2015 Revised Selected Papers', in Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
    Conference Papers | 2014
    Dau HA; Salim FD; Song A; Hedin L; Hamilton M, 2014, 'Phone based fall detection by genetic programming', in ACM International Conference Proceeding Series, ACM Press, pp. 256 - 257, presented at the 13th International Conference, 25 November 2014 - 28 November 2014, http://dx.doi.org/10.1145/2677972.2678010
    Conference Papers | 2014
    Dau HA; Song A; Xie F; Salim FD; Ciesielski V, 2014, 'Genetic programming for channel selection from multi-stream sensor data with application on learning risky driving behaviours', in Dick G; Browne WN; Whigham P; Zhang M; Bui LT; Ishibuchi H; Jin Y; Li X; Shi Y; Singh P; Tan KC; Tang K (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), SPRINGER-VERLAG BERLIN, Dunedin, NEW ZEALAND, pp. 542 - 553, presented at 10th International Conference on Simulated Evolution and Learning (SEAL), Dunedin, NEW ZEALAND, 15 December 2014 - 18 December 2014, http://dx.doi.org/10.1007/978-3-319-13563-2_46
    Conference Papers | 2014
    Elsmore S; Subastian IF; Salim FD; Hamilton M, 2014, 'VDIM: Vector-based diffusion and interpolation matrix for computing region-based crowdsourced ratings: Towards safe route selection for human navigation', in ACM International Conference Proceeding Series, ACM Press, pp. 212 - 215, presented at the 13th International Conference, 25 November 2014 - 28 November 2014, http://dx.doi.org/10.1145/2677972.2678001
    Conference Papers | 2014
    Moya R; Salim F; Williams M, 2014, 'Pneumosense project', in Gu N; Watanabe S; Erhan H; Haeusler MH; Huang W; Sosa R (eds.), Rethinking Comprehensive Design: Speculative Counterculture - Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2014, CAADRIA-ASSOC COMPUTER-AIDED ARCHITECTURAL DESIGN RESEARCH ASIA, Dept Design Engn & Management,Kyoto Inst Technol, Kyoto, JAPAN, pp. 369 - 378, presented at Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia CAADRIA, Dept Design Engn & Management,Kyoto Inst Technol, Kyoto, JAPAN, 14 May 2014 - 17 May 2014, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000380551400036&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2014
    Sadri A; Salim FD, 2014, 'Day type classification using cell tower connectivity data from smartphones', in ACM International Conference Proceeding Series, ACM Press, pp. 244 - 247, presented at the 13th International Conference, 25 November 2014 - 28 November 2014, http://dx.doi.org/10.1145/2677972.2678006
    Conference Papers | 2014
    Salim F, 2014, 'Tangible 3D urban simulation table', in Simulation Series, pp. 156 - 159
    Conference Papers | 2014
    Salim F; Belbasis A; Prohasky D; Houshyar S; Fuss FK, 2014, 'Design and evaluation of smart wearable undergarment for monitoring physiological extremes in firefighting', in Proceedings - International Symposium on Wearable Computers, ISWC, pp. 249 - 254, http://dx.doi.org/10.1145/2641248.2666716
    Conference Papers | 2014
    Salim F; Pena MD; Petrov Y; Sony N; Wu B; Saad AA, 2014, 'EnviS tag, scan, view: A location-based app for visualizing spatio-temporal data from sensor cloud', in Proceedings - IEEE International Conference on Mobile Data Management, IEEE, Brisbane, AUSTRALIA, pp. 325 - 328, presented at 15th IEEE International Conference on Mobile Data Management (IEEE MDM), Brisbane, AUSTRALIA, 14 July 2014 - 18 July 2014, http://dx.doi.org/10.1109/MDM.2014.47
    Conference Papers | 2014
    Salim F; Williams M; Sony N; Dela Pena M; Petrov Y; Saad AA; Wu B, 2014, 'Visualization of wireless sensor networks using ZigBee's Received Signal Strength Indicator (RSSI) for indoor localization and tracking', in 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, PERCOM WORKSHOPS 2014, IEEE, Budapest, HUNGARY, pp. 575 - 580, presented at 12th IEEE International Conference on Pervasive Computing and Communication (PERCOM), Budapest, HUNGARY, 24 March 2014 - 28 March 2014, http://dx.doi.org/10.1109/PerComW.2014.6815270
    Conference Papers | 2014
    Thakar N; Salim FD; Greuter S, 2014, 'Navigating multiple augmented reality overlays through occlusion-based triggers', in ACM International Conference Proceeding Series, ACM Press, pp. 264 - 265, presented at the 13th International Conference, 25 November 2014 - 28 November 2014, http://dx.doi.org/10.1145/2677972.2678009
    Conference Papers | 2013
    Burry J; Salim F; Williams M; Pena De Leon A; Sharaidin K; Burry M; Nielsen SA, 2013, 'Understanding heat transfer performance for designing better façades', in Beesley P; Khan O; Stacey M (eds.), ACADIA 2013: Adaptive Architecture - Proceedings of the 33rd Annual Conference of the Association for Computer Aided Design in Architecture, RIVERSIDE ARCHTECTURAL PRESS, Univ Waterloo, Sch Architecture, Cambridge, CANADA, pp. 71 - 78, presented at 33rd Annual Conference of the Association-for-Computer-Aided-Design-in-Architecture (ACADIA), Univ Waterloo, Sch Architecture, Cambridge, CANADA, 21 October 2013 - 27 October 2013, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000341143300011&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2013
    Khoo CK; Salim F, 2013, 'Responsive materiality for morphing architectural skins', in Beesley P; Khan O; Stacey M (eds.), ACADIA 2013: Adaptive Architecture - Proceedings of the 33rd Annual Conference of the Association for Computer Aided Design in Architecture, RIVERSIDE ARCHTECTURAL PRESS, Univ Waterloo, Sch Architecture, Cambridge, CANADA, pp. 243 - 252, presented at 33rd Annual Conference of the Association-for-Computer-Aided-Design-in-Architecture (ACADIA), Univ Waterloo, Sch Architecture, Cambridge, CANADA, 21 October 2013 - 27 October 2013, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000341143300032&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2013
    Khoo CK; Salim FD, 2013, 'Lumina: A soft kinetic material for morphing architectural skins and organic user interfaces', in UbiComp 2013 - Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 53 - 62, http://dx.doi.org/10.1145/2493432.2494263
    Conference Papers | 2013
    Moya R; Salim F; Williams M; Sharaidin K, 2013, 'Flexing Wind Aerodynamic study of architectural windbreak', in Stouffs R; Sariyildiz S (ed.), Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe, ECAADE-EDUCATION & RESEARCH COMPUTER AIDED ARCHITECTURAL DESIGN EUROPE, Delft Univ Technol, Fac Architecture, Delft, NETHERLANDS, pp. 69 - 78, presented at 31st International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe), Delft Univ Technol, Fac Architecture, Delft, NETHERLANDS, 18 September 2013 - 20 September 2013, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000340643600006&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2013
    Moya R; Salim F; Williams M; Sharaidin K, 2013, 'Flexing Wind', in Proceedings of the 31st International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe) [Volume 2], eCAADe, pp. 69 - 78, presented at eCAADe 2013: Computation and Performance, 18 September 2013 - 20 September 2013, http://dx.doi.org/10.52842/conf.ecaade.2013.2.069
    Conference Papers | 2013
    Salim F; Burry J; Underwood J, 2013, 'Augmenting public spaces with live forms and fabrics', in Open Systems - Proceedings of the 18th International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2013, pp. 965 - 974
    Conference Papers | 2013
    Salim F; Khoo CK, 2013, 'EmoTicSpace: When the built environments get emotional', in UbiComp 2013 Adjunct - Adjunct Publication of the 2013 ACM Conference on Ubiquitous Computing, pp. 1363 - 1365, http://dx.doi.org/10.1145/2494091.2499224
    Conference Papers | 2013
    Xie F; Song A; Salim F; Bouguettaya A; Sellis T; Bradbrook D, 2013, 'Learning risky driver behaviours from multi-channel data streams using genetic programming', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 202 - 213, http://dx.doi.org/10.1007/978-3-319-03680-9_22
    Conference Papers | 2012
    Khoo CK; Salim FD, 2012, 'A responsive morphing media skin', in Beyond Codes and Pixels - Proceedings of the 17th International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2012, pp. 517 - 526
    Conference Papers | 2012
    Salim F; Moya R, 2012, 'Parallel analysis of urban aerodynamic phenomena using high and low-tech tools', in Achten H; Pavlicek J; Hulin J; Matejovska D (eds.), Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe, ECAADE-EDUCATION & RESEARCH COMPUTER AIDED ARCHITECTURAL DESIGN EUROPE, Czech Tech Univ, Fac Architecture, Prague, CZECH REPUBLIC, pp. 621 - 629, presented at 30th International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe), Czech Tech Univ, Fac Architecture, Prague, CZECH REPUBLIC, 12 September 2012 - 14 September 2012, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000330322400065&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2012
    Sharaidin K; Burry J; Salim F, 2012, 'Integration of Digital Simulation Tools With Parametric Designs to Evaluate Kinetic Façades for Daylight Performance', in Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe, pp. 701 - 709
    Conference Papers | 2012
    Sharaidin K; Salim F, 2012, 'Design Considerations for Adopting Kinetic Facades in Building Practice', in Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe, pp. 629 - 637
    Conference Papers | 2011
    Davis D; Salim F; Burry J, 2011, 'Designing responsive architecture: Mediating analogue and digital modelling in studio', in Herr CM; Gu N; Roudavski S; Schnabel MA (eds.), Circuit Bending, Breaking and Mending - Proceedings of the 16th International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2011, CAADRIA-ASSOC COMPUTER-AIDED ARCHITECTURAL DESIGN RESEARCH ASIA, Univ Newcastle, Sch Architecture & Built Environm, Callaghan, AUSTRALIA, pp. 155 - 164, presented at 16th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA), Univ Newcastle, Sch Architecture & Built Environm, Callaghan, AUSTRALIA, 27 April 2011 - 29 April 2011, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000351503300016&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2011
    Khoo CK; Salim FD, 2011, 'Designing elastic transformable structures: Towards soft responsive architecture', in Circuit Bending, Breaking and Mending - Proceedings of the 16th International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2011, pp. 143 - 152
    Conference Papers | 2011
    Salim F; Jaworski P; Kaftan M; Friedrich E; Urquiza R; Oh S; Fihn J; Galaso JL; Roa R; Banke T; Bak J; Kalvo R; Di Leo S; Madeddu D; Albuquerque J; Gillespie D; Østergaard J, 2011, 'Informing architecture and urban modeling with real-world data on 3D tangible interfaces and augmented displays', in Integration Through Computation - Proceedings of the 31st Annual Conference of the Association for Computer Aided Design in Architecture, ACADIA 2011, pp. 226 - 233
    Conference Papers | 2011
    Sharaidin MK; Salim F, 2011, 'Affordable, performative, and responsive: Designing affordable responsive architectural prototypes through physical and digital modelling', in Herr CM; Gu N; Roudavski S; Schnabel MA (eds.), Circuit Bending, Breaking and Mending - Proceedings of the 16th International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2011, CAADRIA-ASSOC COMPUTER-AIDED ARCHITECTURAL DESIGN RESEARCH ASIA, Univ Newcastle, Sch Architecture & Built Environm, Callaghan, AUSTRALIA, pp. 113 - 122, presented at 16th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA), Univ Newcastle, Sch Architecture & Built Environm, Callaghan, AUSTRALIA, 27 April 2011 - 29 April 2011, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000351503300012&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2011
    Toth B; Russell A; Drogemuller R; Frazer J; Salim F, 2011, 'Sky high and back again: The evolution of simulation-based design from aerospace to construction', in Proceedings of Building Simulation 2011: 12th Conference of International Building Performance Simulation Association, pp. 1229 - 1236
    Conference Papers | 2011
    Toth B; Salim F; Drogemuller R; Frazer J, 2011, 'Support for energy-oriented design in the australian context', in PLEA 2011 - Architecture and Sustainable Development, Conference Proceedings of the 27th International Conference on Passive and Low Energy Architecture, pp. 47 - 52
    Conference Papers | 2011
    Toth B; Salim F; Drogemuller R; Frazer J; Burry J, 2011, 'Closing the loop of design and analysis: Parametric modelling tools for early decision support', in Herr CM; Gu N; Roudavski S; Schnabel MA (eds.), Circuit Bending, Breaking and Mending - Proceedings of the 16th International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2011, CAADRIA-ASSOC COMPUTER-AIDED ARCHITECTURAL DESIGN RESEARCH ASIA, Univ Newcastle, Sch Architecture & Built Environm, Callaghan, AUSTRALIA, pp. 525 - 534, presented at 16th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA), Univ Newcastle, Sch Architecture & Built Environm, Callaghan, AUSTRALIA, 27 April 2011 - 29 April 2011, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000351503300051&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2010
    Fernando R; Drogemuller R; Salim FD; Burry J, 2010, 'Patterns, heuristics for architectural design support: Making use of evolutionary modelling in design', in Dave B; Li AIK; Gu N; Park HJ (eds.), New Frontiers - Proceedings of the 15th International Conference on Computer-Aided Architectural Design in Asia, CAADRIA 2010, CAADRIA-ASSOC COMPUTER-AIDED ARCHITECTURAL DESIGN RESEARCH ASIA, Chinese Univ Hong Kong, Inst Space & Earth Informat Sci, Sch Architecture, Hong Kong, PEOPLES R CHINA, pp. 283 - 292, presented at 15th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA), Chinese Univ Hong Kong, Inst Space & Earth Informat Sci, Sch Architecture, Hong Kong, PEOPLES R CHINA, 07 April 2010 - 10 April 2010, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000351505800027&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2010
    Salim FD, 2010, 'Towards adaptive mobile mashups: Opportunities for designing effective persuasive technology on the road', in 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2010, IEEE, pp. 7 - 11, presented at 2010 IEEE 24th International Conference on Advanced Information Networking and Applications Workshops, 20 April 2010 - 23 April 2010, http://dx.doi.org/10.1109/WAINA.2010.32
    Conference Papers | 2010
    Salim FD; Burry J, 2010, 'Software openness: Evaluating parameters of parametric modeling tools to support creativity and multidisciplinary design integration', in Taniar D; Gervasi O; Murgante B; Pardede E; Apduhan BO (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), SPRINGER-VERLAG BERLIN, Fukuoka, JAPAN, pp. 483 - 497, presented at International Conference on Computational Science and Its Applications, Fukuoka, JAPAN, 20 March 2010 - 28 March 2010, http://dx.doi.org/10.1007/978-3-642-12179-1_40
    Conference Papers | 2010
    Salim FD; Burry J; Taniar D; Lee VC; Burrow A, 2010, 'The Digital Emerging and Converging Bits of Urbanism Crowddesigning a live knowledge network for sustainable urban living', in Schmitt G; Hovestad L; VanGool L; Bosche F; Burkhard R; Coleman S; Halatsch J; Hansmeyer M; KonsorskiLang S; Kunze A; SehmiLuck M (eds.), Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe, ECAADE-EDUCATION & RESEARCH COMPUTER AIDED ARCHITECTURAL DESIGN EUROPE, Zurich, SWITZERLAND, pp. 883 - 891, presented at 28th Conference on Education in Computer Aided Architectural Design in Europe (eCAADe), Zurich, SWITZERLAND, 15 September 2010 - 18 September 2010, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000340629400094&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2010
    Salim FD; Mulder H; Burry J, 2010, 'A system for form fostering: Parametric modeling of responsive forms in mixed reality', in Dave B; Li AIK; Gu N; Park HJ (eds.), New Frontiers - Proceedings of the 15th International Conference on Computer-Aided Architectural Design in Asia, CAADRIA 2010, CAADRIA-ASSOC COMPUTER-AIDED ARCHITECTURAL DESIGN RESEARCH ASIA, Chinese Univ Hong Kong, Inst Space & Earth Informat Sci, Sch Architecture, Hong Kong, PEOPLES R CHINA, pp. 531 - 540, presented at 15th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA), Chinese Univ Hong Kong, Inst Space & Earth Informat Sci, Sch Architecture, Hong Kong, PEOPLES R CHINA, 07 April 2010 - 10 April 2010, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000351505800050&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2010
    Salim FD; Mulder H; Jaworski P, 2010, 'Demonstration of an open platform for tangible and social interactions with responsive models', in Life In:formation: On Responsive Information and Variations in Architecture - Proceedings of the 30th Annual Conference of the Association for Computer Aided Design in Architecture, ACADIA 2010, pp. 227 - 233
    Conference Papers | 2008
    Salim FD; Cai L; Indrawan M; Loke SW, 2008, 'Road intersections as pervasive computing environments: Towards a multiagent real-time collision warning system', in 6th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2008, IEEE, Hong Kong, PEOPLES R CHINA, pp. 621 - 626, presented at 6th IEEE International Conference on Pervasive Computing and Communications, Hong Kong, PEOPLES R CHINA, 21 March 2008 - 21 March 2008, http://dx.doi.org/10.1109/PERCOM.2008.72
    Conference Papers | 2007
    Salim FD; Loke SW; Rakotonirainy A; Krishnaswamy S, 2007, 'Simulated intersection environment and learning of collision and traffic data in the U&I aware framework', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Berlin Heidelberg, pp. 153 - 162, http://dx.doi.org/10.1007/978-3-540-73549-6_16
    Conference Papers | 2007
    Salim FD; Loke SW; Rakotonirainy A; Krishnaswamy S, 2007, 'U&I Aware: A Framework Using Data Mining and Collision Detection to Increase Awareness for Intersection Users', in 21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07), IEEE, presented at 21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07), 21 May 2007 - 23 May 2007, http://dx.doi.org/10.1109/ainaw.2007.360
    Conference Papers | 2007
    Salim FD; Loke SW; Rakotonirainy A; Krishnaswamy S, 2007, 'U&I aware: A framework using data mining and collision detection to increase awareness for intersection users', in Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07, IEEE COMPUTER SOC, Niagara Falls, CANADA, pp. 530 - 535, presented at 21st International Conference on Advanced Networking and Applications, Niagara Falls, CANADA, 21 May 2007 - 23 May 2007, http://dx.doi.org/10.1109/AINAW.2007.360
    Conference Papers | 2007
    Salim FD; Loke SW; Rakotonirainy A; Srinivasan B; Krishnaswamy S, 2007, 'Collision pattern modeling and Real-Time collision detection at road intersections', in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, IEEE, Bellevue, WA, pp. 161 - 166, presented at 10th International IEEE Conference on Intelligent Transportation Systems, Bellevue, WA, 30 September 2007 - 03 October 2007, http://dx.doi.org/10.1109/ITSC.2007.4357693
    Conference Papers | 2005
    Salim FD; Krishnaswamy S; Loke SW; Rakotonirainy A, 2005, 'Context-aware ubiquitous data mining based agent model for intersection safety', in Enokido T; Yan L; Xiao B; Kim D; Dai Y; Yang LT (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), SPRINGER-VERLAG BERLIN, Nagasaki, JAPAN, pp. 61 - 70, presented at International Conference on Embedded and Ubiquitous Computing, Nagasaki, JAPAN, 06 December 2005 - 09 December 2005, http://dx.doi.org/10.1007/11596042_7
    Conference Papers | 2004
    Salim FD; Price R; Indrawan M; Krishnaswamy S, 2004, 'Graphical representation of XML schema', in Yu JX; Lin XM; Lu HJ; Zhang YC (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), SPRINGER-VERLAG BERLIN, Natl Nat Sci Fdn China, Hangzhou, PEOPLES R CHINA, pp. 234 - 245, presented at 6th Asia-Pacific Web Conference, Natl Nat Sci Fdn China, Hangzhou, PEOPLES R CHINA, 14 April 2004 - 17 April 2004, http://dx.doi.org/10.1007/978-3-540-24655-8_25
    Conference Papers | 2004
    Salim FD; Price R; Krishnaswamy S; Indrawan M, 2004, 'UML documentation support for XML schema', in Strooper P (ed.), Proceedings of the Australian Software Engineering Conference, ASWEC, IEEE COMPUTER SOC, Melbourne, AUSTRALIA, pp. 211 - 220, presented at 15th Australian Software Engineering Conference, Melbourne, AUSTRALIA, 13 April 2004 - 16 April 2004, http://dx.doi.org/10.1109/ASWEC.2004.1290474

A sample of news coverage and/or interviews

The R&D ecosystem through Prof Salim’s Cisco chair role brings in new opportunities for novel research in human behaviour representation learning at multiple scale, given the access to high quality, high volume of multimodal spatio-temporal and mobility datasets from Australian cities, and excellent opportunities to engage with industry and communities to translate the research into real-world contexts of use.

Available PhD Topics:

  • Representation learning of spatio-temporal and/or mobility data
  • Data-efficient learning with multimodal sensor data
  • Language models, graph models, hybrid models for time-series/spatio-temporal/mobility data
  • Edge AI / machine learning on the edge
  • Mobility data science
  • Graph embedding for spatio-temporal / POI recommendation
  • Human-centric behaviour learning with AI+IoT/wearables for applications in the future of transport/mobility and the associated areas

To apply, please submit the following documents to flora.salim@unsw.edu.au.

  • a cover letter (research statement), addressing the criteria and topics in the call.
  • a CV that includes any publications/awards and the contact details of 2 referees.
  • a copy of electronic academic transcripts.
  • a short brief or abstract of research proposal, to be developed further after successful interview.