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Professor Flora Salim

Professor Flora Salim

Professor
Engineering
Computer Science and Engineering

Flora Salim is a Professor in the School of Computer Science and Engineering (CSE),  the inaugural Cisco Chair of Digital Transport & AI, University of New South Wales (Õ¬Äи£Àû) Sydney, and the Deputy Director (Engagement) of Õ¬Äи£Àû AI Institute. Her research is on machine learning for time-series and multimodal sensor data and on trustworthy AI. She has received several prestigious fellowships  including Humboldt-Bayer Fellowship, Humboldt Fellowship, Victoria Fellowship, and ARC Australian Postdoctoral (Industry) Fellowship.

She has attracted more than $20m in research and industry funding in the last 10 years, as lead or sole CI for more than half of these grants, including research funded by ARC, Microsoft Research US, Northrop Grumman Corporation US, Qatar National Priorities Research Program, Cisco, IBM Research, several city councils and many other industry and government partners/funders. She is a Chief Investigator on the ARC Centre of Excellence for Automated Decision Making and Society (ADM+S), co-leading the Machines Program and the Mobilities Focus Area. She was the recipient of the Women in AI Awards 2022 Australia and New Zealand in the Defence and Intelligence Category.

She is a member of the Australian Research Council (ARC) College of Experts. She serves as an Editor of IMWUT, Associate-Editor-in-Chief of IEEE Pervasive Computing, Associate Editor of ACM Transactions on Spatial Algorithms and Systems, a Steering Committee member of ACM UbiComp. She has served as a Senior Area Chair / Area Chair of AAAI, WWW, NeurIPS, and many other top-tier conferences in AI and ubiquitous computing.

She is an Associate of ELLIS Alicante and holds an Honorary Professor appointment at RMIT University. She was a Visiting Professor at University of Kassel, Germany, and University of Cambridge, England, in 2019. 

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Location
K17
  • Books | 2023
    Prabowo A; Chen K; Xue H; Sethuvenkatraman S; Salim FD, 2023, Correction to: Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track (LNAI 14175 (10.1007/978-3-031-43430-3_1)),
  • Book Chapters | 2023
    Prabowo A; Chen K; Xue H; Sethuvenkatraman S; Salim FD, 2023, 'Continually Learning Out-of-Distribution Spatiotemporal Data for Robust Energy Forecasting', in , pp. 3 - 19,
    Book Chapters | 2023
    Prabowo A; Chen K; Xue H; Sethuvenkatraman S; Salim FD, 2023, 'Correction to: Continually Learning Out-of-Distribution Spatiotemporal Data for Robust Energy Forecasting', in Lecture Notes in Computer Science, Springer Nature Switzerland, pp. C1 - C2,
    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,
    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,
  • Journal articles | 2024
    Cao Y; Zhu Y; Ting KM; Salim FD; Li HX; Yang L; Li G, 2024, 'Detecting Change Intervals with Isolation Distributional Kernel', Journal of Artificial Intelligence Research, 79, pp. 273 - 306,
    Journal articles | 2024
    Khaokaew Y; Xue H; Salim FD, 2024, 'MAPLE: Mobile App Prediction Leveraging Large Language Model Embeddings', Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 8,
    Journal articles | 2024
    Mokbel M; Sakr M; Xiong L; Züfle A; Almeida J; Anderson T; Aref W; Andrienko G; Andrienko N; Cao Y; Chawla S; Cheng R; Chrysanthis P; Fei X; Ghinita G; Graser A; Gunopulos D; Jensen CS; Kim JS; Kim KS; Kröger P; Krumm J; Lauer J; Magdy A; Nascimento M; Ravada S; Renz M; Sacharidis D; Salim F; Sarwat M; Schoemans M; Shahabi C; Speckmann B; Tanin E; Teng X; Theodoridis Y; Torp K; Trajcevski G; Van Kreveld M; Wenk C; Werner M; Wong R; Wu S; Xu J; Youssef M; Zeinalipour D; Zhang M; Zimányi E, 2024, 'Mobility Data Science: Perspectives and Challenges', ACM Transactions on Spatial Algorithms and Systems, 10,
    Journal articles | 2024
    Prabowo A; Xue H; Shao W; Koniusz P; Salim FD, 2024, 'Traffic forecasting on new roads using spatial contrastive pre-training (SCPT)', Data Mining and Knowledge Discovery, 38, pp. 913 - 937,
    Journal articles | 2024
    Shao W; Zhang Y; Xiao P; Qin KK; Rahaman MS; Chan J; Guo B; Song A; Salim FD, 2024, 'Transferrable contextual feature clusters for parking occupancy prediction', Pervasive and Mobile Computing, 97,
    Journal articles | 2024
    Sokol K; Kull M; Chan J; Salim F, 2024, 'Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity', ACM Journal on Responsible Computing, 1, pp. 1 - 27,
    Journal articles | 2024
    Wang Z; Jiang R; Xue H; Salim FD; Song X; Shibasaki R; Hu W; Wang S, 2024, 'Learning spatio-temporal dynamics on mobility networks for adaptation to open-world events', Artificial Intelligence, 335,
    Journal articles | 2024
    Züfle A; Salim F; Anderson T; Scotch M; Xiong L; Sokol K; Xue H; Kong R; Heslop D; Paik HY; Macintyre CR, 2024, 'Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread', ACM Transactions on Spatial Algorithms and Systems, 10,
    Journal articles | 2023
    Anderson C; Heinisch JS; Deldari S; Salim F; Ohly S; David K; Pejovic V, 2023, 'Toward Social Role-Based Interruptibility Management', IEEE Pervasive Computing, 22, pp. 59 - 68,
    Journal articles | 2023
    Athar S; Abbasi RA; Saeed Z; Said A; Razzak I; Salim FD, 2023, 'ASBiNE: Dynamic Bipartite Network Embedding for incorporating structural and attribute information', World Wide Web, 26, pp. 3463 - 3481,
    Journal articles | 2023
    Duckham M; Gabela J; Kealy A; Kyprianou R; Legg J; Moran B; Rumi SK; Salim FD; Tao Y; Vasardani M, 2023, 'Qualitative spatial reasoning with uncertain evidence using Markov logic networks', International Journal of Geographical Information Science, 37, pp. 2067 - 2100,
    Journal articles | 2023
    Hettiachchi D; Holcombe-James I; Livingstone S; De Silva A; Lease M; Salim FD; Sanderson M, 2023, 'How Crowd Worker Factors Influence Subjective Annotations: A Study of Tagging Misogynistic Hate Speech in Tweets', Proceedings of the AAAI Conference on Human Computation and Crowdsourcing, 11, pp. 38 - 50,
    Journal articles | 2023
    Qin KK; Ren Y; Shao W; Lake B; Privitera F; Salim FD, 2023, 'Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction', ACM Transactions on Spatial Algorithms and Systems, 9,
    Journal articles | 2023
    Salim F; He B; Kawarabayashi KI, 2023, 'Welcome', Communications of the ACM, 66, pp. 36,
    Journal articles | 2023
    Trisedya BD; Qi J; Zheng H; Salim FD; Zhang R, 2023, 'TransCP: A Transformer Pointer Network for Generic Entity Description Generation With Explicit Content-Planning', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 13070 - 13082,
    Journal articles | 2023
    Trisedya BD; Salim FD; Chan J; Spina D; Scholer F; Sanderson M, 2023, 'i-Align: an interpretable knowledge graph alignment model', Data Mining and Knowledge Discovery, 37, pp. 2494 - 2516,
    Journal articles | 2023
    Xue H; Salim FD, 2023, 'PromptCast: A New Prompt-Based Learning Paradigm for Time Series Forecasting', IEEE Transactions on Knowledge and Data Engineering,
    Journal articles | 2022
    Bedogni L; Montori F; Salim F, 2022, 'Location Contact Tracing: Penetration, Privacy, Position, and Performance', Digital Government: Research and Practice, 3,
    Journal articles | 2022
    Deldari S; Xue H; Saeed A; Smith DV; Salim FD, 2022, 'COCOA: Cross Modality Contrastive Learning for Sensor Data', Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 6,
    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, 9,
    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, 26, pp. 2455 - 2479,
    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, 9,
    Journal articles | 2022
    Gao N; Rahaman MS; Shao W; Ji K; Salim FD, 2022, 'Individual and Group-wise Classroom Seating Experience: Effects on Student Engagement in Different Courses', Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 6,
    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, 13,
    Journal articles | 2022
    Hamdi A; Salim FD; Kim DY; Neiat AG; Bouguettaya A, 2022, 'Drone-as-a-Service Composition Under Uncertainty', IEEE Transactions on Services Computing, 15, pp. 2685 - 2698,
    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, 55, pp. 1441 - 1488,
    Journal articles | 2022
    Kang Y; Rahaman MS; Ren Y; Sanderson M; White RW; Salim FD, 2022, 'App usage on-the-move: Context- and commute-aware next app prediction', Pervasive and Mobile Computing, 87,
    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, 22, pp. 11439 - 11455,
    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, 168,
    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, 472, pp. 280 - 293,
    Journal articles | 2022
    Wang Z; Jiang R; Xue H; Salim FD; Song X; Shibasaki R, 2022, 'Event-Aware Multimodal Mobility Nowcasting', Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, 36, pp. 4228 - 4236
    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, 5,
    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, 12, pp. 147 - 149,
    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, 293,
    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, 195,
    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, 8, pp. 1030 - 1040,
    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, 174,
    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, 41, pp. 228 - 231,
    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, 4,
    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, 4,
    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, 16,
    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, 177,
    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, 25, pp. 521 - 536,
    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, 32, pp. 12033 - 12059,
    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, 7, pp. 11576 - 11586,
    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, 6,
    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, 183,
    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, 6,
    Journal articles | 2020
    Song H; Qin AK; Salim FD, 2020, 'Evolutionary model construction for electricity consumption prediction', Neural Computing and Applications, 32, pp. 12155 - 12172,
    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, 62, pp. 719 - 750,
    Journal articles | 2019
    Gao N; Shao W; Salim FD, 2019, 'Predicting Personality Traits from Physical Activity Intensity', Computer, 52, pp. 47 - 56,
    Journal articles | 2019
    Jahan R; Hashem T; Salim FD; Barua S, 2019, 'Efficient trip scheduling algorithms for groups', Information Systems, 84, pp. 145 - 173,
    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, 127, pp. 196 - 208,
    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, 14,
    Journal articles | 2018
    Arief-Ang IB; Hamilton M; Salim FD, 2018, 'RUP: Large Room Utilisation Prediction with carbon dioxide sensor', Pervasive and Mobile Computing, 46, pp. 49 - 72,
    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, 2, pp. 1 - 25,
    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, 6, pp. 74660 - 74672,
    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, 30, pp. 204 - 218,
    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, 7, pp. 1 - 21,
    Journal articles | 2018
    Rumi SK; Deng K; Salim FD, 2018, 'Crime event prediction with dynamic features', EPJ Data Science, 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, 2, pp. 1 - 26,
    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, 5, pp. 5227 - 5239,
    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, 5, pp. 802 - 810,
    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, 37, pp. 80 - 87,
    Journal articles | 2017
    Rahaman MS; Mei Y; Hamilton M; Salim FD, 2017, 'CAPRA: A contour-based accessible path routing algorithm', Information Sciences, 385-386, pp. 157 - 173,
    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, 37, pp. 94 - 114,
    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, 68, pp. 62 - 76,
    Journal articles | 2017
    Sadri A; Ren Y; Salim FD, 2017, 'Information gain-based metric for recognizing transitions in human activities', Pervasive and Mobile Computing, 38, pp. 92 - 109,
    Journal articles | 2017
    Sadri A; Salim FD; Ren Y; Zameni M; Chan J; Sellis T, 2017, 'Shrink: Distance preserving graph compression', Information Systems, 69, pp. 180 - 193,
    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, 254, pp. 443 - 457,
    Journal articles | 2016
    Shao W; Salim FD; Song A; Bouguettaya A, 2016, 'Clustering Big Spatiotemporal-Interval Data', IEEE Transactions on Big Data, 2, pp. 190 - 203,
    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, 81, pp. 31 - 48,
    Journal articles | 2012
    Salim F; Burry J; Peers J; Underwood J, 2012, 'Augmented spatiality', International Journal of Architectural Computing, 10, pp. 275 - 300,
    Journal articles | 2012
    Salim FD, 2012, 'Probing Streets and the Built Environment with Ambient and Community Sensing', Journal of Urban Technology, 19, pp. 47 - 67,
    Journal articles | 2011
    Hamilton M; Salim F; Cheng E; Choy SL, 2011, 'Transafe', ACM SIGCAS Computers and Society, 41, pp. 32 - 37,
    Journal articles | 2011
    Khoo CK; Salim F; Burry J, 2011, 'Designing architectural morphing skins with elastic modular systems', International Journal of Architectural Computing, 9, pp. 397 - 419,
    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, 16, pp. 135 - 150,
    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, 9, pp. 339 - 359,
    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, 8, pp. 377 - 398,
  • Preprints | 2024
    Ao S; Khan S; Aziz H; Salim FD, 2024, REVEAL-IT: REinforcement learning with Visibility of Evolving Agent poLicy for InTerpretability, ,
    Conference Papers | 2024
    Bañuelos JJ; Sigg S; He J; Salim F; Costa-Requena J, 2024, 'Generating Multivariate Synthetic Time Series Data for Absent Sensors from Correlated Sources', in NetAISys 2024 - Proceedings of the 2024 2nd International Workshop on Networked AI Systems, pp. 19 - 24,
    Conference Papers | 2024
    Chen S; Naseem U; Razzak I; Salim F, 2024, 'Unveiling Misogyny Memes: A Multimodal Analysis of Modality Effects on Identification', in WWW 2024 Companion - Companion Proceedings of the ACM Web Conference, pp. 1864 - 1871,
    Conference Papers | 2024
    Deldari S; Spathis D; Malekzadeh M; Kawsar F; Salim FD; Mathur A, 2024, 'CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking', in WSDM 2024 - Proceedings of the 17th ACM International Conference on Web Search and Data Mining, pp. 152 - 160,
    Conference Papers | 2024
    Ji K; Hettiachchi D; Salim FD; Scholer F; Spina D, 2024, 'Characterizing Information Seeking Processes with Multiple Physiological Signals', in SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1006 - 1017,
    Preprints | 2024
    Ji K; Hettiachchi D; Salim FD; Scholer F; Spina D, 2024, Characterizing Information Seeking Processes with Multiple Physiological Signals, ,
    Conference Papers | 2024
    Kang Y; Zhang R; Shao W; Salim F; Chan J, 2024, 'Promoting Two-sided Fairness in Dynamic Vehicle Routing Problems', in Proceedings of the Genetic and Evolutionary Computation Conference, ACM, presented at GECCO '24: Genetic and Evolutionary Computation Conference,
    Conference Papers | 2024
    Kegalle H; Hettiachchi D; Chan J; Salim F; Sanderson M, 2024, 'E-Scooter Dynamics: Unveiling Rider Behaviours and Interactions with Road Users through Multi-Modal Data Analysis', in ACM International Conference Proceeding Series, pp. 307 - 310,
    Conference Papers | 2024
    Li P; De Rijke M; Xue H; Ao S; Song Y; Salim FD, 2024, 'Large Language Models for Next Point-of-Interest Recommendation', in SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1463 - 1472,
    Preprints | 2024
    Li P; Rijke MD; Xue H; Ao S; Song Y; Salim FD, 2024, Large Language Models for Next Point-of-Interest Recommendation, ,
    Conference Papers | 2024
    Liu Y; Zhang Z; Qin S; Salim FD; Bian J; Yepes AJ, 2024, 'Fine-grained Patient Similarity Measuring using Contrastive Graph Similarity Networks', in 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), IEEE, pp. 1 - 10, presented at 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), 03 June 2024 - 06 June 2024,
    Conference Papers | 2024
    Liu Y; Zhang Z; Qin S; Salim FD; Yepes AJ; Shen J; Bianll J, 2024, 'Hypergraph Convolutional Networks for Fine-Grained lCU Patient Similarity Analysis and Risk Prediction', in 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), IEEE, pp. 123 - 128, presented at 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), 03 June 2024 - 06 June 2024,
    Conference Papers | 2024
    Liu Y; Zhang Z; Qin S; Salim FD, 2024, 'A Multi-Graph Fusion Framework for Patient Representation Learning', in 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), IEEE, pp. 222 - 227, presented at 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), 03 June 2024 - 06 June 2024,
    Preprints | 2024
    Nguyen D; Joshi A; Salim F, 2024, Spectraformer: A Unified Random Feature Framework for Transformer,
    Preprints | 2024
    Prabowo A; Lin X; Razzak I; Xue H; Yap EW; Amos M; Salim FD, 2024, BTS: Building Timeseries Dataset: Empowering Large-Scale Building Analytics, ,
    Conference Papers | 2024
    Shao W; Kang Y; Peng Z; Xiao X; Wang L; Yang Y; Salim FD, 2024, 'STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement Learning', in Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, ACM, pp. 2618 - 2627, presented at KDD '24: The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
    Conference Papers | 2024
    Small E; Sokol K; Manning D; Salim FD; Chan J, 2024, 'Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness', in 2024 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2024, pp. 1559 - 1578,
    Preprints | 2024
    Tang T; Deldari S; Xue H; Melo CD; Salim FD, 2024, ViLCo-Bench: VIdeo Language COntinual learning Benchmark, ,
    Conference Papers | 2024
    Van Den Hurk B; De Rijke M; Salim F, 2024, 'MANILA24: SIGIR 2024 Workshop on Information Retrieval and Climate Impact', in SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 3044 - 3046,
    Conference Papers | 2024
    Wang Y; Obie HO; Li Z; Salim FD; Grundy J; Mueller F, 2024, 'GustosonicSense: Towards understanding the design of playful gustosonic eating experiences', in Conference on Human Factors in Computing Systems - Proceedings,
    Preprints | 2024
    Wang Y; Obie HO; Li Z; Salim FD; Grundy J; Mueller FF, 2024, GustosonicSense: Towards understanding the design of playful gustosonic eating experiences, ,
    Preprints | 2024
    Xue H; Tang T; Payani A; Salim FD, 2024, Prompt Mining for Language-based Human Mobility Forecasting, ,
    Conference Papers | 2024
    Yang R; Salim FD; Xue H, 2024, 'SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding', in WWW 2024 - Proceedings of the ACM Web Conference, pp. 551 - 559,
    Preprints | 2024
    Yang R; Salim FD; Xue H, 2024, SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding, ,
    Preprints | 2024
    Zhang H; Swain VD; Wang L; Gao N; Sheng Y; Xu X; Salim FD; Saha K; Dey AK; Mankoff J, 2024, Illuminating the Unseen: Investigating the Context-induced Harms in Behavioral Sensing,
    Conference Papers | 2024
    Zhu Z; Chen H; Zhang J; Wang X; Jin Z; Xue J; Salim FD, 2024, 'ATTEXPLORE: ATTRIBUTION FOR EXPLANATION WITH MODEL PARAMETERS EXPLORATION', in 12th International Conference on Learning Representations, ICLR 2024
    Conference Papers | 2023
    Abbasnejad I; Zambetta F; Salim F; Wiley T; Chan J; Gallagher R; Abbasnejad E, 2023, 'SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation', in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp. 1111 - 1120,
    Preprints | 2023
    Deldari S; Spathis D; Malekzadeh M; Kawsar F; Salim F; Mathur A, 2023, CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking, ,
    Preprints | 2023
    Gao N; Ananthan S; Yu C; Wang Y; Salim FD, 2023, Critiquing Self-report Practices for Human Mental and Wellbeing Computing at Ubicomp, ,
    Preprints | 2023
    Gao N; Nolan S; Ji K; Rumi SK; Heinisch JS; Anderson C; David K; Salim FD, 2023, "Living Within Four Walls": Exploring Emotional and Social Dynamics in Mobile Usage During Õ¬Äи£Àû Confinement, ,
    Preprints | 2023
    Gao N; Yu Z; Yu C; Wang Y; Salim FD; Shi Y, 2023, Automated Mobile Sensing Strategies Generation for Human Behaviour Understanding, ,
    Preprints | 2023
    Hettiachchi D; Holcombe-James I; Livingstone S; de Silva A; Lease M; Salim FD; Sanderson M, 2023, How Crowd Worker Factors Influence Subjective Annotations: A Study of Tagging Misogynistic Hate Speech in Tweets, ,
    Conference Papers | 2023
    Hettiachchi D; Ji K; Kennedy J; McCosker A; Salim FD; Sanderson M; Scholer F; Spina D, 2023, 'Designing and Evaluating Presentation Strategies for Fact-Checked Content', in International Conference on Information and Knowledge Management, Proceedings, pp. 751 - 761,
    Preprints | 2023
    Hettiachchi D; Ji K; Kennedy J; McCosker A; Salim FD; Sanderson M; Scholer F; Spina D, 2023, Designing and Evaluating Presentation Strategies for Fact-Checked Content,
    Conference Papers | 2023
    Jerónimo Bañuelos J; Costa-Requena J; He J; Salim F; Sigg S, 2023, 'An Application Programming Interface for Android to support dedicated 5G network slicing', in ACM International Conference Proceeding Series, pp. 193 - 196,
    Conference Papers | 2023
    Ji K; Spina D; Hettiachchi D; Salim FD; Scholer F, 2023, 'Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities', in SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1971 - 1975,
    Preprints | 2023
    Ji K; Spina D; Hettiachchi D; Salim FD; Scholer F, 2023, Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities, ,
    Conference Papers | 2023
    Ji K; Spina D; Hettiachchi D; Scholer F; Salim FD, 2023, 'Towards Detecting Tonic Information Processing Activities with Physiological Data', in UbiComp/ISWC 2023 Adjunct - Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing, pp. 1 - 5,
    Conference Papers | 2023
    Kegalle H; Hettiachchi D; Chan J; Salim F; Sanderson M, 2023, 'Are footpaths encroached by shared e-scooters? Spatio-temporal Analysis of Micro-mobility Services', in Proceedings - IEEE International Conference on Mobile Data Management, pp. 255 - 264,
    Preprints | 2023
    Kegalle H; Hettiachchi D; Chan J; Salim F; Sanderson M, 2023, Are footpaths encroached by shared e-scooters? Spatio-temporal Analysis of Micro-mobility Services, ,
    Preprints | 2023
    Khaokaew Y; Ji K; Nguyen TH; Kegalle H; Alaofi M; Xue H; Salim FD, 2023, ZzzGPT: An Interactive GPT Approach to Enhance Sleep Quality, ,
    Conference Papers | 2023
    Khaokaew Y; Salim FD; Xue H, 2023, 'Understanding Mobile Information Needs and Behaviours', in UbiComp/ISWC 2023 Adjunct - Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing, pp. 210 - 214,
    Preprints | 2023
    Khaokaew Y; Xue H; Salim FD, 2023, MAPLE: Mobile App Prediction Leveraging Large Language Model Embeddings, ,
    Conference Papers | 2023
    Liu J; Deldari S; Xue H; Nguyen V; Salim FD, 2023, 'Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study', in Proceedings - IEEE International Conference on Mobile Data Management, pp. 39 - 44,
    Preprints | 2023
    Liu J; Deldari S; Xue H; Nguyen V; Salim FD, 2023, Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study, ,
    Preprints | 2023
    Liu Y; Zhang Z; Qin S; Salim FD; Yepes AJ; Shen J; Bian J, 2023, Hypergraph Convolutional Networks for Fine-grained ICU Patient Similarity Analysis and Risk Prediction, ,
    Conference Papers | 2023
    Liu Y; Zhang Z; Qin S; Salim FD; Yepes AJ, 2023, 'Contrastive Learning-Based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling Using EHRs', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 428 - 443,
    Preprints | 2023
    Liu Y; Zhang Z; Qin S; Salim FD; Yepes AJ, 2023, Contrastive Learning-based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling using EHRs, ,
    Conference Papers | 2023
    Michahelles F; Boll S; Siek KA; Salim FD; Quigley AJ, 2023, 'The unwritten manual of becoming a professor of HCI', in Conference on Human Factors in Computing Systems - Proceedings,
    Preprints | 2023
    Mokbel M; Sakr M; Xiong L; Züfle A; Almeida J; Anderson T; Aref W; Andrienko G; Andrienko N; Cao Y; Chawla S; Cheng R; Chrysanthis P; Fei X; Ghinita G; Graser A; Gunopulos D; Jensen C; Kim J-S; Kim K-S; Kröger P; Krumm J; Lauer J; Magdy A; Nascimento M; Ravada S; Renz M; Sacharidis D; Shahabi C; Salim F; Sarwat M; Schoemans M; Speckmann B; Tanin E; Teng X; Theodoridis Y; Torp K; Trajcevski G; Kreveld MV; Wenk C; Werner M; Wong R; Wu S; Xu J; Youssef M; Zeinalipour D; Zhang M; Zimányi E, 2023, Towards Mobility Data Science (Vision Paper), ,
    Conference Papers | 2023
    Prabowo A; Chen K; Xue H; Sethuvenkatraman S; Salim FD, 2023, 'Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning', in BuildSys 2023 - Proceedings of the10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, pp. 41 - 50,
    Preprints | 2023
    Prabowo A; Chen K; Xue H; Sethuvenkatraman S; Salim FD, 2023, Continually learning out-of-distribution spatiotemporal data for robust energy forecasting,
    Preprints | 2023
    Prabowo A; Chen K; Xue H; Sethuvenkatraman S; Salim FD, 2023, Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning, ,
    Conference Papers | 2023
    Prabowo A; Shao W; Xue H; Koniusz P; Salim FD, 2023, 'Because Every Sensor Is Unique, so Is Every Pair: Handling Dynamicity in Traffic Forecasting', in ACM International Conference Proceeding Series, pp. 93 - 104,
    Preprints | 2023
    Prabowo A; Shao W; Xue H; Koniusz P; Salim FD, 2023, Because Every Sensor Is Unique, so Is Every Pair: Handling Dynamicity in Traffic Forecasting, ,
    Preprints | 2023
    Prabowo A; Xue H; Shao W; Koniusz P; Salim FD, 2023, Message Passing Neural Networks for Traffic Forecasting, ,
    Preprints | 2023
    Prabowo A; Xue H; Shao W; Koniusz P; Salim FD, 2023, Traffic Forecasting on New Roads Using Spatial Contrastive Pre-Training (SCPT),
    Preprints | 2023
    Qin KK; Rahaman MS; Ren Y; Cheng C-T; Cole I; Salim FD, 2023, A System of Monitoring and Analyzing Human Indoor Mobility and Air Quality, ,
    Conference Papers | 2023
    Qin KK; Rahaman MS; Ren Y; Cheng CT; Cole I; Salim FD, 2023, 'A System of Monitoring and Analyzing Human Indoor Mobility and Air Quality', in Proceedings - IEEE International Conference on Mobile Data Management, pp. 89 - 95,
    Preprints | 2023
    Qin KK; Ren Y; Shao W; Lake B; Privitera F; Salim FD, 2023, Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction, ,
    Preprints | 2023
    Small EA; Clark JN; McWilliams CJ; Sokol K; Chan J; Salim FD; Santos-Rodriguez R, 2023, Counterfactual Explanations via Locally-guided Sequential Algorithmic Recourse, ,
    Preprints | 2023
    Small EA; Sokol K; Manning D; Salim FD; Chan J, 2023, Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness, ,
    Preprints | 2023
    Snoswell AJ; Nelson L; Xue H; Salim FD; Suzor N; Burgess J, 2023, Measuring Misogyny in Natural Language Generation: Preliminary Results from a Case Study on two Reddit Communities, ,
    Preprints | 2023
    Trisedya BD; Salim FD; Chan J; Spina D; Scholer F; Sanderson M, 2023, i-Align: an interpretable knowledge graph alignment model, ,
    Conference Papers | 2023
    Xue H; Salim FD, 2023, 'Artificial General Intelligence for Human Mobility (Vision Paper)', in GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems,
    Conference Papers | 2023
    Xue H; Salim FD, 2023, 'Utilizing Language Models for Energy Load Forecasting', in BuildSys 2023 - Proceedings of the10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, pp. 224 - 227,
    Preprints | 2023
    Xue H; Salim FD, 2023, Human Mobility Question Answering (Vision Paper), ,
    Preprints | 2023
    Xue H; Salim FD, 2023, Utilizing Language Models for Energy Load Forecasting, ,
    Preprints | 2022
    Abushaqra FM; Xue H; Ren Y; Salim FD, 2022, SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time Series, ,
    Preprints | 2022
    Cao Y; Zhu Y; Ting KM; Salim FD; Li HX; Yang L; Li G, 2022, Detecting Change Intervals with Isolation Distributional Kernel, ,
    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, ,
    Preprints | 2022
    Deldari S; Xue H; Saeed A; Smith DV; Salim FD, 2022, COCOA: Cross Modality Contrastive Learning for Sensor Data,
    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, ,
    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, ,
    Conference Papers | 2022
    Liu Y; Qin S; Yepes AJ; Shao W; Zhang Z; Salim FD, 2022, 'Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values', in Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022, pp. 1658 - 1663,
    Preprints | 2022
    Liu Y; Qin S; Yepes AJ; Shao W; Zhang Z; Salim FD, 2022, Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values, ,
    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, BCB 2022,
    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, ,
    Conference Papers | 2022
    Rajapaksha D; Sokol K; Chan J; Salim F; Prasad M; Samarawickrama M, 2022, 'Analysing Donors’ Behaviour in Non-profit Organisations for Disaster Resilience The 2019–2020 Australian Bushfires Case Study', in Proceedings of the International ISCRAM Conference, pp. 258 - 267
    Preprints | 2022
    Rajapaksha D; Sokol K; Chan J; Salim F; Prasad M; Samarawickrama M, 2022, Analysing Donors' Behaviour in Non-profit Organisations for Disaster Resilience: The 2019--2020 Australian Bushfires Case Study, ,
    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 IJCAI International Joint Conference on Artificial Intelligence, pp. 2225 - 2232
    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, ,
    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, ,
    Preprints | 2022
    Sokol K; Kull M; Chan J; Salim F, 2022, Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity, ,
    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,
    Preprints | 2022
    Xue H; Salim FD, 2022, PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting, ,
    Conference Papers | 2022
    Xue H; Voutharoja BP; Salim FD, 2022, 'Leveraging language foundation models for human mobility forecasting', in GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems,
    Preprints | 2022
    Xue H; Voutharoja BP; Salim FD, 2022, Leveraging Language Foundation Models for Human Mobility Forecasting, ,
    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, ,
    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,
    Preprints | 2021
    Abushaqra FM; Xue H; Ren Y; Salim FD, 2021, PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series, ,
    Preprints | 2021
    Anderson C; Heinisch JS; Deldari S; Salim FD; Ohly S; David K; Pejovic V, 2021, Towards Social Role-Based Interruptibility Management, ,
    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, pp. 3124 - 3135,
    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, ,
    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,
    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, ,
    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,
    Preprints | 2021
    Hamdi A; Salim F; Kim DY; Chang X, 2021, Signature-Graph Networks, ,
    Preprints | 2021
    Hamdi A; Salim F; Kim DY, 2021, GCCN: Global Context Convolutional Network, ,
    Preprints | 2021
    Hamdi A; Salim FD; Kim DY; Neiat AG; Bouguettaya A, 2021, Drone-as-a-Service Composition Under Uncertainty, ,
    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, ,
    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,
    Preprints | 2021
    Khaokaew Y; Rahaman MS; White RW; Salim FD, 2021, CoSEM: Contextual and Semantic Embedding for App Usage Prediction, ,
    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,
    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,
    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
    Ren H; Shao W; Li Y; Salim F; Gu M, 2021, 'Three-dimensional vectorial holography based on machine-learning inverse design', in International Conference on Metamaterials, Photonic Crystals and Plasmonics, pp. 390 - 391
    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, pp. 347 - 348,
    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,
    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,
    Preprints | 2021
    Song H; Qin AK; Salim FD, 2021, Evolutionary Ensemble Learning for Multivariate Time Series Prediction, ,
    Preprints | 2021
    Wang Z; Jiang R; Xue H; Salim FD; Song X; Shibasaki R, 2021, Event-Aware Multimodal Mobility Nowcasting, ,
    Preprints | 2021
    Xue H; Salim FD; Ren Y; Clarke CLA, 2021, Translating Human Mobility Forecasting through Natural Language Generation, ,
    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, ,
    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, pp. 1944 - 1952,
    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,
    Preprints | 2021
    Xue H; Salim FD, 2021, Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification,
    Preprints | 2020
    Bedogni L; Rumi SK; Salim F, 2020, Modelling Memory for Individual Re-identification in Decentralised Mobile Contact Tracing Applications, ,
    Preprints | 2020
    Deldari S; Smith DV; Sadri A; Salim FD, 2020, ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data, ,
    Preprints | 2020
    Deldari S; Smith DV; Xue H; Salim FD, 2020, Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding,
    Preprints | 2020
    Gao N; Shao W; Rahaman MS; Salim FD, 2020, n-Gage: Predicting in-class Emotional, Behavioural and Cognitive Engagement in the Wild, ,
    Preprints | 2020
    Gao N; Shao W; Rahaman MS; Zhai J; David K; Salim FD, 2020, Transfer Learning for Thermal Comfort Prediction in Multiple Cities, ,
    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, ,
    Preprints | 2020
    Hamdi A; Kim DY; Salim FD, 2020, flexgrid2vec: Learning Efficient Visual Representations Vectors, ,
    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,
    Preprints | 2020
    Hamdi A; Salim F; Kim DY, 2020, DroTrack: High-speed Drone-based Object Tracking Under Uncertainty, ,
    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,
    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,
    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 Õ¬Äи£Àû, ,
    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, pp. 1255 - 1264,
    Preprints | 2020
    Qin KK; Salim FD; Ren Y; Shao W; Heimann M; Koutra D, 2020, G-CREWE: Graph CompREssion With Embedding for Network Alignment,
    Preprints | 2020
    Rahaman MS; Kudo S; Rawling T; Ren Y; Salim FD, 2020, Seating preference analysis for hybrid workplaces, ,
    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, ,
    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, pp. 2201 - 2204,
    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,
    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,
    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,
    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, ,
    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,
    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,
    Preprints | 2020
    Wang X; Salim FD; Ren Y; Koniusz P, 2020, Relation Embedding for Personalised POI Recommendation,
    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,
    Preprints | 2019
    Gao N; Shao W; Salim FD, 2019, Predicting Personality Traits from Physical Activity Intensity, ,
    Preprints | 2019
    Li A; Guo J; Yang H; Salim FD; Chen Y, 2019, DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones, ,
    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,
    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, pp. 169 - 171,
    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 BuildSys 2019 - Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, pp. 21 - 30,
    Preprints | 2019
    Prabowo A; Koniusz P; Shao W; Salim FD, 2019, COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Inference,
    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, pp. 415 - 418,
    Preprints | 2019
    Rumi SK; Salim FD, 2019, Modelling Regional Crime Risk using Directed Graph of Check-ins, ,
    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 GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, pp. 432 - 435,
    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, ,
    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, ,
    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,
    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,
    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, pp. 5 - 14,
    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,
    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
    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, pp. 125 - 143,
    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 BuildSys 2018 - Proceedings of the 5th Conference on Systems for Built Environments, pp. 130 - 139,
    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 BuildSys 2018 - Proceedings of the 5th Conference on Systems for Built Environments, pp. 188 - 189,
    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, pp. 342 - 351,
    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, pp. 392 - 401,
    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, NY, New York City, pp. 19 - 28, presented at 15th EAI International Conference on Mobile and Ubiquitous Systems - Computing, Networking and Services (Mobiquitous), NY, New York City, 05 November 2018 - 07 November 2018,
    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 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 300 - 311,
    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, pp. 645 - 650,
    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,
    Conference Papers | 2018
    Rumi SK; Deng K; Salim FD, 2018, 'Theft prediction with individual risk factor of visitors', in GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, pp. 552 - 555,
    Conference Papers | 2018
    Sarker IH; Salim FD, 2018, 'Mining user behavioral rules from smartphone data through association analysis', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 450 - 461,
    Preprints | 2018
    Sarker IH; Salim FD, 2018, Mining User Behavioral Rules from Smartphone Data through Association Analysis, ,
    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,
    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,
    Preprints | 2017
    Arief-Ang IB; Salim FD; Hamilton M, 2017, CD-HOC: Indoor Human Occupancy Counting using Carbon Dioxide Sensor Data, ,
    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,
    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, pp. 396 - 417,
    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,
    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, pp. 295 - 300,
    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, pp. 189 - 192,
    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,
    Conference Papers | 2017
    Shao W; Salim FD; Nguyen T; Youssef M, 2017, 'Who Opened the Room? Device-Free Person Identification Using Bluetooth Signals in Door Access', in 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, pp. 68 - 75,
    Conference Papers | 2017
    Song H; Qin AK; Salim FD, 2017, 'Multi-resolution selective ensemble extreme learning machine for electricity consumption prediction', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 600 - 609,
    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, pp. 1 - 10,
    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,
    Conference Papers | 2016
    Cui L; Zhang X; Zhou X; Salim F, 2016, 'Topical event detection on twitter', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 257 - 268,
    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,
    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 AutomotiveUI 2016 - 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Adjunct Proceedings, pp. 63 - 68,
    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, pp. 349 - 352,
    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, pp. 10 - 19,
    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,
    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,
    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,
    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,
    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, pp. 2313 - 2320,
    Conference Papers | 2016
    Zambonelli F; de Meuter W; Kanhere S; Loke S; Salim F, 2016, 'Smart Cities: Intelligent Environments and Dumb People?', in 2016 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS (PERCOM), IEEE, AUSTRALIA, Sydney, presented at IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops), AUSTRALIA, Sydney, 14 March 2016 - 19 March 2016,
    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, pp. 1 - 2, presented at 2016 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 14 March 2016 - 19 March 2016,
    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 Proceedings - 2015 IEEE International Conference on Web Services, ICWS 2015, pp. 639 - 646,
    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,
    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, pp. 21 - 26,
    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,
    Preprints | 2015
    Ren Y; Tomko M; Salim F; Ong K; Sanderson M, 2015, Analyzing Web Behavior in Indoor Retail Spaces,
    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, pp. 256 - 257,
    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,
    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, pp. 212 - 215,
    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,
    Conference Papers | 2014
    Sadri A; Salim FD, 2014, 'Day type classification using cell tower connectivity data from smartphones', in ACM International Conference Proceeding Series, pp. 244 - 247,
    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,
    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, pp. 325 - 328,
    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, pp. 575 - 580,
    Conference Papers | 2014
    Salim F, 2014, 'Tangible 3D urban simulation table', in Simulation Series, pp. 156 - 159
    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, pp. 264 - 265,
    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 ACADIA 2013: Adaptive Architecture - Proceedings of the 33rd Annual Conference of the Association for Computer Aided Design in Architecture, pp. 71 - 78
    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,
    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,
    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,
    Conference Papers | 2013
    Moya R; Salim F; Williams M; Sharaidin K, 2013, 'Flexing Wind', in eCAADe proceedings, eCAADe, pp. 69 - 78, presented at eCAADe 2013: Computation and Performance, 18 September 2013 - 20 September 2013,
    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,
    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,
    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,
    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,
    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 Circuit Bending, Breaking and Mending - Proceedings of the 16th International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2011, pp. 113 - 122
    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; Burry J, 2011, 'Closing the loop of design and analysis: Parametric modelling tools for early decision support', in Circuit Bending, Breaking and Mending - Proceedings of the 16th International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2011, pp. 525 - 534
    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 | 2010
    Fernando R; Drogemuller R; Salim FD; Burry J, 2010, 'Patterns, heuristics for architectural design support: Making use of evolutionary modelling in design', in New Frontiers - Proceedings of the 15th International Conference on Computer-Aided Architectural Design in Asia, CAADRIA 2010, pp. 283 - 292
    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 Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe, pp. 883 - 891
    Conference Papers | 2010
    Salim FD; Burry J, 2010, 'Software openness: Evaluating parameters of parametric modeling tools to support creativity and multidisciplinary design integration', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 483 - 497,
    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,
    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 | 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, pp. 7 - 11,
    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, pp. 621 - 626,
    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), pp. 153 - 162,
    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, pp. 530 - 535, presented at 21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07), 21 May 2007 - 23 May 2007,
    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, pp. 530 - 535,
    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, pp. 161 - 166,
    Conference Papers | 2005
    Salim FD; Krishnaswamy S; Loke SW; Rakotonirainy A, 2005, 'Context-aware ubiquitous data mining based agent model for intersection safety', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 61 - 70,
    Conference Papers | 2004
    Salim FD; Price R; Indrawan M; Krishnaswamy S, 2004, 'Graphical representation of XML schema', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 234 - 245,
    Conference Papers | 2004
    Salim FD; Price R; Krishnaswamy S; Indrawan M, 2004, 'UML documentation support for XML schema', in Proceedings of the Australian Software Engineering Conference, ASWEC, pp. 211 - 220,

A sample of news coverage and/or interviews

  • On winning Women in AI Awards 2022 in Defence and Intelligence category ()
  • COVID-19 diagnostics from cough sounds( article; )
  • Our work with Mornington Peninsula Shire
  • Our work on smart cities with City of Melbourne (IoT Hub article)
  • AI sheds light on workplace productivity ()
  • AI and sensing system to predict concentration at open-plan workplaces ()
  • Personality traits prediction using mobile sensor data ()
  • Microsoft Cortana Intelligence Institute's next generation productivity assistant ()
  • Crime prediction in Australian and US cities (; Herald Sun)
  • On privacy and tracking ()
  • On Women in IT ()