By Professor Flora Salim

Books

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)), http://dx.doi.org/10.1007/978-3-031-43430-3_34

Book Chapters

Saleem H; Salim F; Purcell C, 2026, 'PINN-Cast: Exploring the Role of Continuous-Depth NODE in Transformers and Physics Informed Loss as Soft Physical Constraints in Short-Term Weather Forecasting', in , pp. 109 - 122, http://dx.doi.org/10.1007/978-3-032-29924-6_8

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, http://dx.doi.org/10.1007/978-3-031-43430-3_1

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 Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, Springer Nature, pp. c1 - c2, http://dx.doi.org/10.1007/978-3-031-43430-3_34

Rahaman MS; Hamilton M; Salim FD, 2019, 'Using Big Spatial Data for Planning User Mobility', in Encyclopedia of Big Data Technologies, pp. 1747 - 1752, http://dx.doi.org/10.1007/978-3-319-77525-8_224

Salim F; Loke S; Krishnaswamy S; Rakotonirainy R; Srinivasan B, 2012, 'Ubiquitous Intersection Awareness (U&I Aware)', in Handbook on Mobile and Ubiquitous Computing, CRC Press, pp. 137 - 164, http://dx.doi.org/10.1201/b13081-9

Journal articles

Kwok J; Salim F, 2027, 'Foreword', Lecture Notes in Computer Science, 16618 LNAI, pp. v - vi

Kwok J; Salim F, 2027, 'Foreword', Lecture Notes in Computer Science, 16617 LNAI, pp. v - vi

Zeng Q; Xu H; Xu N; Zhao Z; Westerholm J; Salim F; Gao J; Chen H, 2026, 'Engineering carbon credits with AI towards a responsible FinTech era: the practices, implications, and future', Artificial Intelligence Review, http://dx.doi.org/10.1007/s10462-026-11638-y

Chen B; Wongso W; Li Z; Khaokaew Y; Xue H; Salim FD, 2026, 'COMODO: Cross-Modal Video-to-IMU Distillation for Efficient Egocentric Human Activity Recognition', Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, 10, http://dx.doi.org/10.1145/3810218

Nguyen D; Yin D; Joshi A; Salim F, 2026, 'Spectraformer: A Unified Random Feature Framework for Transformer', ACM Transactions on Intelligent Systems and Technology, 17, http://dx.doi.org/10.1145/3768161

Liu Y; Zhang Z; Qiu M; Wang S; Salim FD; Shen J; Chen T; Razzak I; Li F; Bian J, 2026, 'GatorSC: multi-scale cell and gene graphs with mixture-of-experts fusion for single-cell transcriptomics', Briefings in Bioinformatics, 27, http://dx.doi.org/10.1093/bib/bbag330

Kwok J; Salim F, 2026, 'Foreword', Lecture Notes in Computer Science, 16598 LNAI, pp. v - vi

Kwok J; Salim F, 2026, 'Foreword', Lecture Notes in Computer Science, 16600 LNAI, pp. v - vi

Kwok J; Salim F, 2026, 'Foreword', Lecture Notes in Computer Science, 16599 LNAI, pp. v - vi

Kwok J; Salim F, 2026, 'Foreword', Lecture Notes in Computer Science, 16597 LNAI, pp. v - vi

Alselwi G; Xue H; Jameel S; Suleiman B; Salim FD; Razzak I, 2026, 'Long Context Modeling with Ranked Memory-Augmented Retrieval', , pp. 3576 - 3590, http://dx.doi.org/10.18653/v1/2026.acl-long.162

Small EA; Clark JN; McWilliams CJ; Ambler M; Sokol K; Chan J; Salim FD; Santos-Rodriguez R, 2025, 'Counterfactual Explanations via Locally-guided Sequential Algorithmic Recourse', ACM Transactions on Intelligent Systems and Technology, http://dx.doi.org/10.1145/3770065

Kegalle HN; Hettiachchi D; Chan J; Salim FD; Sanderson M, 2025, '”Nuisance is Better Than Nothing?”: Exploring How Pedestrians and Cyclists Perceive Automated E-Scooter Alerts in Shared Spaces', Proceedings of the ACM on Human Computer Interaction, 9, http://dx.doi.org/10.1145/3743732

Ji K; Hettiachchi D; Scholer F; Salim FD; Spina D, 2025, 'SenseSeek Dataset: Multimodal Sensing to Study Information Seeking Behaviors', Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, 9, http://dx.doi.org/10.1145/3749501

Gao N; Liu Y; Tang X; Liu Y; Yu C; Huang Y; Wang Y; Salim FD; Xu X; Wei J; Shi Y, 2025, 'The Homework Wars: Exploring Emotions, Behaviours, and Conflicts in Parent-Child Homework Interactions', Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, 9, http://dx.doi.org/10.1145/3749517

Small EA; Shao W; Zhang Z; Liu P; Chan J; Sokol K; Salim FD, 2025, 'How robust is your fair model? Exploring the robustness of prominent fairness strategies', Data Mining and Knowledge Discovery, 39, http://dx.doi.org/10.1007/s10618-025-01112-8

De Rijke M; Van Den Hurk B; Salim F; Khourdajie AA; Bai N; Calzone R; Curran D; Demil G; Frew L; Gießing N; Gupta MK; Heuss M; Hobeichi S; Huard D; Kang J; Lucic A; Mallick T; Nath S; Okem A; Pernici B; Rajapakse T; Saleem H; Scells H; Schneider N; Spina D; Tian Y; Totin E; Trotman A; Valavandan R; Workneh D; Xie Y, 2025, 'Report on the 1st Workshop on Information Retrieval for Climate Impact (MANILA24) at SIGIR 2024', Annals of the Entomological Society of America, 59, http://dx.doi.org/10.1145/3769733.3769737

Spina D; Gwizdka J; Ji K; Moshfeghi Y; Mostafa J; Ruotsalo T; Zhang M; Ahmad A; Lawati SFDA; Boonprakong N; Fernando N; He J; Hoeber O; Jayawardena G; Lee BG; Liu H; Pike M; Pirmoradi A; Nakisa B; Rastgoo MN; Salim FD; Scott F; Sun S; Tang H; Towey D; Wilson ML, 2025, 'Report on the 3rd Workshop on NeuroPhysiological Approaches for Interactive Information Retrieval (NeuroPhysIIR 2025) at SIGIR CHIIR 2025', SIGIR Forum ACM Special Interest Group on Information Retrieval, 59, http://dx.doi.org/10.1145/3769733.3769740

Kegalle HN; Hettiachchi D; Chan J; Sanderson M; Salim FD, 2025, 'Watch Out! E-scooter Coming Through!: Multimodal Sensing of Mixed Traffic Use and Conflicts Through Riders' Ego-centric Views', Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, 9, http://dx.doi.org/10.1145/3712284

Lin X; Prabowo A; Razzak I; Xue H; Amos M; Behrens S; Salim FD, 2025, 'A Gap in Time: The Challenge of Processing Heterogeneous IoT Data in Digitalized Buildings', IEEE Pervasive Computing, 24, pp. 19 - 31, http://dx.doi.org/10.1109/MPRV.2025.3542061

Fang L; Xiang W; Jin J; Liao K; Liu C; Han Y; Salim FD; Chen YPP, 2025, 'Agri-LLM: Prompt-based Large Language Model for Emission Data Analytics in Smart Agriculture', IEEE Internet of Things Journal, http://dx.doi.org/10.1109/JIOT.2025.3617099

Hamdi A; Alkouz B; Shahzaad B; Bouguettaya A; Ghari Neiat A; Salim F; Kim DY, 2025, 'Drone-as-a-Service: Research Challenges and Directions', Proceedings of the IEEE, 113, pp. 416 - 442, http://dx.doi.org/10.1109/JPROC.2025.3599126

Abushaqra FM; Xue H; Ren Y; Salim FD, 2025, 'ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecasting', Transactions on Machine Learning Research, 2025-March

Fang L; Xiang W; Pan S; Salim FD; Chen YPP, 2025, 'Spatiotemporal Pretrained Large Language Model for Forecasting With Missing Values', IEEE Internet of Things Journal, 12, pp. 13838 - 13850, http://dx.doi.org/10.1109/JIOT.2024.3524030

Shao W; Zhu R; Yang C; Thapa C; Ejaz Ahmed M; Camtepe S; Zhang R; Yong Kim D; Menouar H; Salim FD, 2025, 'ST-DPGAN: A Privacy-Preserving Framework for Spatiotemporal Data Generation', IEEE Internet of Things Journal, 12, pp. 29333 - 29342, http://dx.doi.org/10.1109/JIOT.2025.3568863

Jin M; Shi G; Li YF; Xiong B; Zhou T; Salim FD; Zhao L; Wu L; Wen Q; Pan S, 2025, 'Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting', IEEE Transactions on Pattern Analysis and Machine Intelligence, 47, pp. 4926 - 4939, http://dx.doi.org/10.1109/TPAMI.2025.3545671

Xue H; Jin M; Pan S; Salim F; Pang G, 2025, 'Transforming Urban Dynamics: Harnessing Large Language Models for Smarter Mobility', IEEE Intelligent Systems, 40, pp. 5 - 7, http://dx.doi.org/10.1109/MIS.2025.3544937

Huang R; Xue H; Pagnucco M; Salim FD; Song Y, 2025, 'Vision-Based Multi-Future Trajectory Prediction: A Survey', IEEE Transactions on Neural Networks and Learning Systems, 36, pp. 13691 - 13708, http://dx.doi.org/10.1109/TNNLS.2025.3550350

Jiang R; Salim F; Mokbel M, 2024, 'Introduction to the Special Issue on Machine Learning and Location Data: Part II', ACM Transactions on Spatial Algorithms and Systems, 10, http://dx.doi.org/10.1145/3701218

Jiang R; Salim F; Mokbel MF, 2024, 'Introduction to the Special Issue on Machine Learning and Location Data', ACM Transactions on Spatial Algorithms and Systems, 10, pp. 1 - 2, http://dx.doi.org/10.1145/3698154

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, http://dx.doi.org/10.1016/j.artint.2024.104120

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, http://dx.doi.org/10.1145/3677173

Dingler T; Salim F, 2024, 'MobileHCI 2024 General Chairs' Welcome', Mobilehci 2024 Adjunct Proceedings Publication of the 26th International Conference on Mobile Human Computer Interaction, pp. iii - iv

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, http://dx.doi.org/10.1145/3660631

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, http://dx.doi.org/10.1145/3652158

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, http://dx.doi.org/10.1007/s10618-023-00982-0

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, http://dx.doi.org/10.1145/3643514

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, http://dx.doi.org/10.1613/jair.1.15762

Xue H; Salim FD, 2024, 'PromptCast: A New Prompt-Based Learning Paradigm for Time Series Forecasting', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 6851 - 6864, http://dx.doi.org/10.1109/TKDE.2023.3342137

M.abushaqra F; Xue H; Ren Y; D.salim F, 2024, 'SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time Series', Transactions on Machine Learning Research, 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, http://dx.doi.org/10.1016/j.pmcj.2023.101831

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, http://dx.doi.org/10.1109/TKDE.2023.3271971

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, http://dx.doi.org/10.1007/s10618-023-00963-3

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, http://dx.doi.org/10.1007/s11280-023-01189-5

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