By Professor Flora Salim

Conference Papers

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

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, http://dx.doi.org/10.1109/BIBM55620.2022.9995048

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

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

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

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

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, http://dx.doi.org/10.1145/3447548.3467263

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

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

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, http://dx.doi.org/10.1145/3442442.3451892

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, http://dx.doi.org/10.1145/3442381.3449903

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, http://dx.doi.org/10.1109/PERCOM50583.2021.9439123

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

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

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

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

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

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, http://dx.doi.org/10.1145/3340531.3411924

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, http://dx.doi.org/10.1145/3340531.3412065

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, http://dx.doi.org/10.1109/IJCNN48605.2020.9207041

Hamdi A; Salim F; Kim DY, 2020, 'DroTrack: High-speed drone-based object tracking under uncertainty', in IEEE International Conference on Fuzzy Systems, http://dx.doi.org/10.1109/FUZZ48607.2020.9177571

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

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

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

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

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

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, http://dx.doi.org/10.1145/3360322.3360853

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

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, http://dx.doi.org/10.1145/3347146.3359079

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, http://dx.doi.org/10.1145/3341163.3347729

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

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, http://dx.doi.org/10.1145/3295750.3298934

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, http://dx.doi.org/10.1109/PERCOM.2019.8767394

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, http://dx.doi.org/10.1109/PERCOMW.2019.8730762

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

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

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

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, http://dx.doi.org/10.1145/3276774.3281015

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, http://dx.doi.org/10.1145/3276774.3276786

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, http://dx.doi.org/10.1145/3274895.3274994

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, http://dx.doi.org/10.1145/3286978.3287006

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, http://dx.doi.org/10.1145/3286978.3286995

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, http://dx.doi.org/10.1145/3286978.3286991

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, http://dx.doi.org/10.1109/IJCNN.2018.8489261

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, http://dx.doi.org/10.1109/PERCOMW.2018.8480351

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

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, http://dx.doi.org/10.1007/978-3-319-93037-4_24

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, http://dx.doi.org/10.1007/978-3-319-93034-3_36

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, http://dx.doi.org/10.1007/978-981-13-0292-3_8

Rahaman MS; Hamilton M; Salim FD, 2017, 'Queue context prediction using taxi driver knowledge', in Proceedings of the Knowledge Capture Conference, K-CAP 2017, http://dx.doi.org/10.1145/3148011.3154474

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