By Professor Flora Salim

Preprints

Qin KK; Ren Y; Shao W; Lake B; Privitera F; Salim FD, 2023, Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction, , http://arxiv.org/abs/2301.04482v2

Cao Y; Zhu Y; Ting KM; Salim FD; Li HX; Yang L; Li G, 2022, Detecting Change Intervals with Isolation Distributional Kernel, , http://dx.doi.org/10.48550/arxiv.2212.14630

Abushaqra FM; Xue H; Ren Y; Salim FD, 2022, CrossPyramid: Neural Ordinary Differential Equations Architecture for Partially-observed Time-series, , http://arxiv.org/abs/2212.03560v1

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, , http://dx.doi.org/10.48550/arxiv.2211.06045

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, , http://arxiv.org/abs/2210.09034v1

Xue H; Salim FD, 2022, PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting, , http://arxiv.org/abs/2210.08964v5

Xue H; Voutharoja BP; Salim FD, 2022, Leveraging Language Foundation Models for Human Mobility Forecasting, , http://arxiv.org/abs/2209.05479v2

Khaokaew Y; Holcombe-James I; Rahaman MS; Liono J; Trippas JR; Spina D; Belkin N; Bailey P; Bennett PN; Ren Y; Sanderson M; Scholer F; White RW; Salim FD, 2022, Imagining Future Digital Assistants at Work: A Study of Task Management Needs, , http://arxiv.org/abs/2208.03443v1

Deldari S; Xue H; Saeed A; Smith DV; Salim FD, 2022, COCOA: Cross Modality Contrastive Learning for Sensor Data, , http://dx.doi.org/10.1145/3550316

Liu Y; Zhang Z; Yepes AJ; Salim FD, 2022, Modeling Long-term Dependencies and Short-term Correlations in Patient Journey Data with Temporal Attention Networks for Health Prediction, , http://dx.doi.org/10.1145/3535508.3545535

Small E; Shao W; Zhang Z; Liu P; Chan J; Sokol K; Salim F, 2022, How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies, , http://arxiv.org/abs/2207.04581v3

Heinisch JS; Gao N; Anderson C; Deldari S; David K; Salim F, 2022, Investigating the Effects of Mood & Usage Behaviour on Notification Response Time, , http://arxiv.org/abs/2207.03405v1

Deldari S; Xue H; Saeed A; He J; Smith DV; Salim FD, 2022, Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data, , http://arxiv.org/abs/2206.02353v2

Shao W; Jin Z; Wang S; Kang Y; Xiao X; Menouar H; Zhang Z; Zhang J; Salim F, 2022, Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention, , http://dx.doi.org/10.24963/ijcai.2022/309

Sokol K; Kull M; Chan J; Salim FD, 2022, Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity, , http://arxiv.org/abs/2203.07139v3

Zhao S; Shao W; Chan J; Salim FD, 2022, Measuring disentangled generative spatio-temporal representation, , http://dx.doi.org/10.48550/arxiv.2202.04821

Gao N; Rahaman MS; Shao W; Ji K; Salim FD, 2021, Individual and Group-wise Classroom Seating Experience: Effects on Student Engagement in Different Courses, , http://dx.doi.org/10.1145/3550335

Wang Z; Jiang R; Xue H; Salim FD; Song X; Shibasaki R, 2021, Event-Aware Multimodal Mobility Nowcasting, , http://arxiv.org/abs/2112.08443v1

Xue H; Salim FD; Ren Y; Clarke CLA, 2021, Translating Human Mobility Forecasting through Natural Language Generation, , http://arxiv.org/abs/2112.11481v1

Hamdi A; Salim F; Kim DY, 2021, GCCN: Global Context Convolutional Network, , http://arxiv.org/abs/2110.11664v1

Hamdi A; Salim F; Kim DY; Chang X, 2021, Signature-Graph Networks, , http://arxiv.org/abs/2110.11551v1

Abushaqra FM; Xue H; Ren Y; Salim FD, 2021, PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series, , http://arxiv.org/abs/2110.00071v2

Xue H; Salim FD; Ren Y; Oliver N, 2021, MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction, , http://arxiv.org/abs/2110.01401v1

Khaokaew Y; Rahaman MS; White RW; Salim FD, 2021, CoSEM: Contextual and Semantic Embedding for App Usage Prediction, , http://dx.doi.org/10.48550/arxiv.2108.11561

Song H; Qin AK; Salim FD, 2021, Evolutionary Ensemble Learning for Multivariate Time Series Prediction, , http://arxiv.org/abs/2108.09659v1

Gao N; Rahaman MS; Shao W; Salim FD, 2021, Investigating the Reliability of Self-report Data in the Wild: The Quest for Ground Truth, , http://arxiv.org/abs/2107.00389v2

Rahaman MS; Shao W; Salim FD; Turky A; Song A; Chan J; Jiang J; Bradbrook D, 2021, MoParkeR : Multi-objective Parking Recommendation, , http://dx.doi.org/10.48550/arxiv.2106.07384

Anderson C; Heinisch JS; Deldari S; Salim FD; Ohly S; David K; Pejovic V, 2021, Towards Social Role-Based Interruptibility Management, , http://dx.doi.org/10.1109/MPRV.2022.3229905

Shao W; Prabowo A; Zhao S; Koniusz P; Salim FD, 2021, Predicting Flight Delay with Spatio-Temporal Trajectory Convolutional Network and Airport Situational Awareness Map, , http://dx.doi.org/10.1016/j.neucom.2021.04.136

Xue H; Salim FD, 2021, Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification, , http://dx.doi.org/10.1145/3447548.3467263

Gao N; Marschall M; Burry J; Watkins S; Salim FD, 2021, Understanding occupants' behaviour, engagement, emotion, and comfort indoors with heterogeneous sensors and wearables, , http://arxiv.org/abs/2105.06637v3

Hamdi A; Shaban K; Erradi A; Mohamed A; Rumi SK; Salim F, 2021, Spatiotemporal Data Mining: A Survey on Challenges and Open Problems, , http://arxiv.org/abs/2103.17128v1

Hamdi A; Salim FD; Kim DY; Neiat AG; Bouguettaya A, 2021, Drone-as-a-Service Composition Under Uncertainty, , http://arxiv.org/abs/2103.06513v1

Deldari S; Smith DV; Xue H; Salim FD, 2020, Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding, , http://dx.doi.org/10.1145/3442381.3449903

Xue H; Salim FD, 2020, TERMCast: Temporal Relation Modeling for Effective Urban Flow Forecasting, , http://dx.doi.org/10.48550/arxiv.2011.05554

Bedogni L; Rumi SK; Salim F, 2020, Modelling Memory for Individual Re-identification in Decentralised Mobile Contact Tracing Applications, , http://arxiv.org/abs/2010.05514v2

Kaur M; Salim FD; Ren Y; Chan J; Tomko M; Sanderson M, 2020, Joint Modelling of Cyber Activities and Physical Context to Improve Prediction of Visitor Behaviors, , http://dx.doi.org/10.1145/3393692

Gao N; Xue H; Shao W; Zhao S; Qin KK; Prabowo A; Rahaman MS; Salim FD, 2020, Generative Adversarial Networks for Spatio-temporal Data: A Survey, , http://dx.doi.org/10.1145/3474838

Rumi SK; Qin KK; Salim FD, 2020, Multi-officer Routing for Patrolling High Risk Areas Jointly Learned from Check-ins, Crime and Incident Response Data, , http://dx.doi.org/10.48550/arxiv.2008.00113

Rahaman MS; Kudo S; Rawling T; Ren Y; Salim FD, 2020, Seating preference analysis for hybrid workplaces, , http://arxiv.org/abs/2007.15807v1

Hamdi A; Kim DY; Salim FD, 2020, flexgrid2vec: Learning Efficient Visual Representations Vectors, , http://arxiv.org/abs/2007.15444v6

Qin KK; Salim FD; Ren Y; Shao W; Heimann M; Koutra D, 2020, G-CREWE: Graph CompREssion With Embedding for Network Alignment, , http://dx.doi.org/10.1145/3340531.3411924

Saeed A; Salim FD; Ozcelebi T; Lukkien J, 2020, Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence, , http://dx.doi.org/10.1109/JIOT.2020.3009358

Deldari S; Smith DV; Sadri A; Salim FD, 2020, ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data, , http://dx.doi.org/10.1145/3411832

Nolan S; Rumi SK; Anderson C; David K; Salim FD, 2020, Exploring the Impact of COVID-19 Lockdown on Social Roles and Emotions while Working from Home, , http://arxiv.org/abs/2007.12353v1

Shao W; Zhao S; Zhang Z; Wang S; Rahaman MS; Song A; Salim FD, 2020, FADACS: A Few-shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing, , http://arxiv.org/abs/2007.08551v2

Gao N; Shao W; Rahaman MS; Salim FD, 2020, n-Gage: Predicting in-class Emotional, Behavioural and Cognitive Engagement in the Wild, , http://arxiv.org/abs/2007.04831v4

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, , http://dx.doi.org/10.48550/arxiv.2005.13535

Hamdi A; Salim F; Kim DY, 2020, DroTrack: High-speed Drone-based Object Tracking Under Uncertainty, , http://arxiv.org/abs/2005.00828v1

Gao N; Shao W; Rahaman MS; Zhai J; David K; Salim FD, 2020, Transfer Learning for Thermal Comfort Prediction in Multiple Cities, , http://arxiv.org/abs/2004.14382v3

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