Flora D. Salim

368 papers A* 27A 12B 14C 6Misc 7Journal 230Unranked 68
YearRankTypeTitle / Venue / Authors
2026 A* conf
Applying Value Sensitive Design to Location-Based Services: Designing for Shared Spaces and Local Conditions.
CHI
Hiruni Nuwanthika Kegalle, Flora D. Salim, Mark Sanderson, Jeffrey Chan, Danula Hettiachchi
2026 J jnl
Applying Value Sensitive Design to Location-Based Services: Designing for Shared Spaces and Local Conditions.
CoRR
Hiruni Kegalle, Flora D. Salim, Mark Sanderson, Jeffrey Chan, Danula Hettiachchi
2026 A* conf
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval.
WWW
Ruiyi Yang, Hao Xue, Imran Razzak, Flora D. Salim
2026 J jnl
DomusFM: A Foundation Model for Smart-Home Sensor Data.
CoRR
Michele Fiori, Gabriele Civitarese, Flora D. Salim, Claudio Bettini
2026 A* conf
Genomic-Informed Heterogeneous Graph Learning for Spatiotemporal Avian Influenza Outbreak Forecasting.
WWW
Jing Du, Haley Stone, Yang Yang, Ashna Desai, Hao Xue, Andreas Züfle, C. Raina MacIntyre, Flora D. Salim
2026 J jnl
HyperTokens: Controlling Token Dynamics for Continual Video-Language Understanding.
CoRR
Toan Nguyen, Yang Liu, Celso De Melo, Flora D. Salim
2026 A* conf
Mining Citywide Dengue Spread Patterns in Singapore Through Hotspot Dynamics from Open Web Data.
WWW
Liping Huang, Gaoxi Xiao, Stefan Ma, Hechang Chen, Shisong Tang, Flora D. Salim
2026 J jnl
SGNO: Spectral Generator Neural Operators for Stable Long Horizon PDE Rollouts.
CoRR
Jiayi Li, Zhaonan Wang, Flora D. Salim
2026 A* conf
Understanding the Effects of Interaction on Emotional Experiences in VR.
CHI
Zheyuan Kuang, Tinghui Li, Weiwei Jiang, Sven Mayer, Flora D. Salim, Benjamin Tag, Anusha Withana, Zhanna Sarsenbayeva
2026 J jnl
UrbanVerse: Learning Urban Region Representation Across Cities and Tasks.
CoRR
Fengze Sun, Egemen Tanin, Shanika Karunasekera, Zuqing Li, Flora D. Salim, Jianzhong Qi
2025 J jnl
"Nuisance is Better Than Nothing?": Exploring How Pedestrians and Cyclists Perceive Automated E-Scooter Alerts in Shared Spaces MHCI023.
Proc. ACM Hum. Comput. Interact.
Hiruni Nuwanthika Kegalle, Danula Hettiachchi, Jeffrey Chan, Flora D. Salim, Mark Sanderson
2025 J jnl
A Gap in Time: The Challenge of Processing Heterogeneous IoT Data in Digitalized Buildings.
IEEE Pervasive Comput.
Xiachong Lin, Arian Prabowo, Imran Razzak, Hao Xue, Matthew Amos, Sam Behrens, Flora D. Salim
2025 J jnl
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation.
CoRR
Shulun Chen, Wei Shao, Flora D. Salim, Hao Xue
2025 J jnl
Agri-LLM: Prompt-Based Large Language Model for Emission Data Analytics in Smart Agriculture.
IEEE Internet Things J.
Le Fang, Wei Xiang, Jiong Jin, Kewen Liao, Chang Liu, Yu Han, Flora D. Salim, Yi-Ping Phoebe Chen
2025 J jnl
BLUE: Bi-layer Heterogeneous Graph Fusion Network for Avian Influenza Forecasting.
CoRR
Jing Du, Haley Stone, Yang Yang, Ashna Desai, Hao Xue, Andreas Züfle, C. Raina MacIntyre, Flora D. Salim
2025 — conf
Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment.
ACL (Findings)
Mehdi Jafari, Yuncheng Hua, Hao Xue, Flora D. Salim
2025 J jnl
Bisecle: Binding and Separation in Continual Learning for Video Language Understanding.
CoRR
Yue Tan, Xiaoqian Hu, Hao Xue, Celso De Melo, Flora D. Salim
2025 — conf
Brick-by-Brick: Cyber-Physical Building Data Classification Challenge.
WWW (Companion Volume)
Arian Prabowo, Xiachong Lin, Imran Razzak, Hao Xue, Matthew Amos, Stephen D. White, Flora D. Salim
2025 J jnl
COMODO: Cross-Modal Video-to-IMU Distillation for Efficient Egocentric Human Activity Recognition.
CoRR
Baiyu Chen, Wilson Wongso, Zechen Li, Yonchanok Khaokaew, Hao Xue, Flora D. Salim
2025 — conf
Classical Feature Embeddings Help in BERT-Based Human Mobility Prediction.
SIGSPATIAL/GIS
Yunzhi Liu, Haokai Tan, Rushi Kanjaria, Lihuan Li, Flora D. Salim
2025 J jnl
Classical Feature Embeddings Help in BERT-Based Human Mobility Prediction.
CoRR
Yunzhi Liu, Haokai Tan, Rushi Kanjaria, Lihuan Li, Flora D. Salim
2025 Misc conf
CoughViT: A Self-Supervised Vision Transformer for Cough Audio Representation Learning.
ISWC
Justin Luong, Hao Xue, Flora D. Salim
2025 J jnl
CoughViT: A Self-Supervised Vision Transformer for Cough Audio Representation Learning.
CoRR
Justin Luong, Hao Xue, Flora D. Salim
2025 J jnl
DRIFT-Net: A Spectral-Coupled Neural Operator for PDEs Learning.
CoRR
Jiayi Li, Flora D. Salim
2025 J jnl
Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning.
CoRR
Ruiyi Yang, Hao Xue, Imran Razzak, Hakim Hacid, Flora D. Salim
2025 J jnl
Double-Diffusion: Diffusion Conditioned Diffusion Probabilistic Model For Air Quality Prediction.
CoRR
Hanlin Dong, Arian Prabowo, Hao Xue, Flora D. Salim
2025 — conf
Dynamic Budgeted Reinforcement Learning for Fairness in Spatial-Temporal Resource Allocation.
SIGSPATIAL/GIS
Yufan Kang, Jie Zhang, Wei Shao, Rui Tang, Mark Andrejevic, Jeffrey Chan, Flora D. Salim
2025 J jnl
EMAC+: Embodied Multimodal Agent for Collaborative Planning with VLM+LLM.
CoRR
Shuang Ao, Flora D. Salim, Simon Khan
2025 J jnl
Electric Vehicle Charging Load Modeling: A Survey, Trends, Challenges and Opportunities.
CoRR
Xiachong Lin, Arian Prabowo, Imran Razzak, Hao Xue, Matthew Amos, Sam Behrens, Flora D. Salim
2025 J jnl
Enforcing Consistency and Fairness in Multi-level Hierarchical Classification with a Mask-based Output Layer.
CoRR
Shijing Chen, Shoaib Jameel, Mohamed Reda Bouadjenek, Feilong Tang, Usman Naseem, Basem Suleiman, Hakim Hacid, Flora D. Salim, Imran Razzak
2025 J jnl
Engineering Carbon Credits Towards A Responsible FinTech Era: The Practices, Implications, and Future.
CoRR
Qingwen Zeng, Hanlin Xu, Nanjun Xu, Flora D. Salim, Junbin Gao, Huaming Chen
2025 — conf
EpiScale: Large-Scale Simulation of Infectious Disease Based on Human Mobility.
SIGSPATIAL/GIS
Ruochen Kong, Taylor Anderson, David J. Heslop, Matthew Scotch, Flora D. Salim, Chandini Raina MacIntyre, Andreas Züfle
2025 J jnl
Evaluating the Bias in LLMs for Surveying Opinion and Decision Making in Healthcare.
CoRR
Yonchanok Khaokaew, Flora D. Salim, Andreas Züfle, Hao Xue, Taylor Anderson, C. Raina MacIntyre, Matthew Scotch, David J. Heslop
2025 J jnl
Generate the Forest before the Trees - A Hierarchical Diffusion model for Climate Downscaling.
CoRR
Declan J. Curran, Sanaa Hobeichi, Hira Saleem, Hao Xue, Flora D. Salim
2025 J jnl
Harnessing Test-time Adaptation for NLU tasks Involving Dialects of English.
CoRR
Duke Nguyen, Aditya Joshi, Flora D. Salim
2025 J jnl
Hierarchical Sequence Iteration for Heterogeneous Question Answering.
CoRR
Ruiyi Yang, Hao Xue, Imran Razzak, Hakim Hacid, Flora D. Salim
2025 J jnl
How robust is your fair model? Exploring the robustness of prominent fairness strategies.
Data Min. Knowl. Discov.
Edward A. Small, Wei Shao, Zeliang Zhang, Peihan Liu, Jeffrey Chan, Kacper Sokol, Flora D. Salim
2025 J jnl
KG-IRAG: A Knowledge Graph-Based Iterative Retrieval-Augmented Generation Framework for Temporal Reasoning.
CoRR
Ruiyi Yang, Hao Xue, Imran Razzak, Hakim Hacid, Flora D. Salim
2025 B conf
Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification.
COLING
Shijing Chen, Mohamed Reda Bouadjenek, Usman Naseem, Basem Suleiman, Shoaib Jameel, Flora D. Salim, Hakim Hacid, Imran Razzak
2025 J jnl
Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification.
CoRR
Shijing Chen, Mohamed Reda Bouadjenek, Shoaib Jameel, Usman Naseem, Basem Suleiman, Flora D. Salim, Hakim Hacid, Imran Razzak
2025 J jnl
Long Context Modeling with Ranked Memory-Augmented Retrieval.
CoRR
Ghadir Alselwi, Hao Xue, Shoaib Jameel, Basem Suleiman, Flora D. Salim, Imran Razzak
2025 J jnl
Massive-STEPS: Massive Semantic Trajectories for Understanding POI Check-ins - Dataset and Benchmarks.
CoRR
Wilson Wongso, Hao Xue, Flora D. Salim
2025 J jnl
ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecasting.
Trans. Mach. Learn. Res.
Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim
2025 J jnl
PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-Regression AdvGAN.
CoRR
Jiayu Zhang, Zhiyu Zhu, Xinyi Wang, Silin Liao, Zhibo Jin, Flora D. Salim, Huaming Chen
2025 J jnl
QuAnTS: Question Answering on Time Series.
CoRR
Felix Divo, Maurice Kraus, Anh Q. Nguyen, Hao Xue, Imran Razzak, Flora D. Salim, Kristian Kersting, Devendra Singh Dhami
2025 J jnl
RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration Exemplars.
CoRR
Yuncheng Hua, Lizhen Qu, Zhuang Li, Hao Xue, Flora D. Salim, Gholamreza Haffari
2025 J jnl
Refine-POI: Reinforcement Fine-Tuned Large Language Models for Next Point-of-Interest Recommendation.
CoRR
Peibo Li, Shuang Ao, Hao Xue, Yang Song, Maarten de Rijke, Johan Barthélemy, Tomasz Bednarz, Flora D. Salim
2025 J jnl
Report on the 3rd Workshop on NeuroPhysiological Approaches for Interactive Information Retrieval (NeuroPhysIIR 2025) at SIGIR CHIIR 2025.
SIGIR Forum
Damiano Spina, Jacek Gwizdka, Kaixin Ji, Yashar Moshfeghi, Javed Mostafa, Tuukka Ruotsalo, Min Zhang, Adnan Ahmad, Sara Fahad Dawood Al Lawati, Nattapat Boonprakong, Nishani Fernando, Jiaman He, Orland Hoeber, Gavindya Jayawardena, Boon-Giin Lee, Haiming Liu, Matthew Pike, Abbas Pirmoradi, Bahareh Nakisa, Mohammad Naim Rastgoo, Flora D. Salim, Fletcher Scott, Shuoqi Sun, Huimin Tang, Dave Towey, Max L. Wilson
2025 J jnl
Resolving Ambiguity in Gaze-Facilitated Visual Assistant Interaction Paradigm.
CoRR
Zeyu Wang, Baiyu Chen, Kun Yan, Hongjing Piao, Hao Xue, Flora D. Salim, Yuanchun Shi, Yuntao Wang
2025 J jnl
SOCIA: An End-to-End Agentic Framework for Automated Cyber-Physical-Social Simulator Generation.
CoRR
Yuncheng Hua, Ji Miao, Mehdi Jafari, Jianxiang Xie, Hao Xue, Flora D. Salim
2025 J jnl
ST-DPGAN: A Privacy-Preserving Framework for Spatiotemporal Data Generation.
IEEE Internet Things J.
Wei Shao, Rongyi Zhu, Cai Yang, Chandra Thapa, Muhammad Ejaz Ahmed, Seyit Camtepe, Rui Zhang, Du Yong Kim, Hamid Menouar, Flora D. Salim
2025 J jnl
SenseSeek Dataset: Multimodal Sensing to Study Information Seeking Behaviors.
CoRR
Kaixin Ji, Danula Hettiachchi, Falk Scholer, Flora D. Salim, Damiano Spina
2025 J jnl
SenseSeek Dataset: Multimodal Sensing to Study Information Seeking Behaviors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Kaixin Ji, Danula Hettiachchi, Falk Scholer, Flora D. Salim, Damiano Spina
2025 A* conf
SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition.
EMNLP
Zechen Li, Shohreh Deldari, Linyao Chen, Hao Xue, Flora D. Salim
2025 — conf
Simulated Infectious Diseases Datasets with Controlled Data Bias.
KDD (2)
Ruochen Kong, Taylor Anderson, Matthew Scotch, David J. Heslop, Yonchanok Khaokaew, Hao Xue, Li Xiong, Chandini Raina MacIntyre, Flora D. Salim, Andreas Züfle
2025 J jnl
Spatiotemporal Pretrained Large Language Model for Forecasting With Missing Values.
IEEE Internet Things J.
Le Fang, Wei Xiang, Shirui Pan, Flora D. Salim, Yi-Ping Phoebe Chen
2025 J jnl
The Homework Wars: Exploring Emotions, Behaviours, and Conflicts in Parent-Child Homework Interactions.
CoRR
Nan Gao, Yibin Liu, Xin Tang, Yanyan Liu, Chun Yu, Yun Huang, Yuntao Wang, Flora D. Salim, Xuhai Orson Xu, Jun Wei, Yuanchun Shi
2025 J jnl
The Homework Wars: Exploring Emotions, Behaviours, and Conflicts in Parent-Child Homework Interactions.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Nan Gao, Yibin Liu, Xin Tang, Yanyan Liu, Chun Yu, Yun Huang, Yuntao Wang, Flora D. Salim, Xuhai Xu, Jun Wei, Yuanchun Shi
2025 J jnl
There is No "apple" in Timeseries: Rethinking TSFM through the Lens of Invariance.
CoRR
Arian Prabowo, Flora D. Salim
2025 J jnl
Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting.
IEEE Trans. Pattern Anal. Mach. Intell.
Ming Jin, Guangsi Shi, Yuan-Fang Li, Bo Xiong, Tian Zhou, Flora D. Salim, Liang Zhao, Lingfei Wu, Qingsong Wen, Shirui Pan
2025 J jnl
TradingGroup: A Multi-Agent Trading System with Self-Reflection and Data-Synthesis.
CoRR
Feng Tian, Flora D. Salim, Hao Xue
2025 J jnl
Vision-Based Multi-Future Trajectory Prediction: A Survey.
IEEE Trans. Neural Networks Learn. Syst.
Renhao Huang, Hao Xue, Maurice Pagnucco, Flora D. Salim, Yang Song
2025 J jnl
Watch Out E-scooter Coming Through: Multimodal Sensing of Mixed Traffic Use and Conflicts Through Riders Ego-centric Views.
CoRR
Hiruni Nuwanthika Kegalle, Danula Hettiachchi, Jeffrey Chan, Mark Sanderson, Flora D. Salim
2025 J jnl
Watch Out! E-scooter Coming Through!: Multimodal Sensing of Mixed Traffic Use and Conflicts Through Riders' Ego-centric Views.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Hiruni Nuwanthika Kegalle, Danula Hettiachchi, Jeffrey Chan, Mark Sanderson, Flora D. Salim
2025 — conf
What am I missing here?: Evaluating Large Language Models for Masked Sentence Prediction.
IJCNLP-AACL (Short Papers)
Charlie Wyatt, Aditya Joshi, Flora D. Salim
2025 J jnl
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents.
CoRR
Zechen Li, Baiyu Chen, Hao Xue, Flora D. Salim
2024 J jnl
A Gap in Time: The Challenge of Processing Heterogeneous IoT Point Data in Buildings.
CoRR
Xiachong Lin, Arian Prabowo, Imran Razzak, Hao Xue, Matthew Amos, Sam Behrens, Stephen D. White, Flora D. Salim
2024 — conf
A Multi-Graph Fusion Framework for Patient Representation Learning.
ICHI
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D. Salim
2024 — ed.
Adjunct Proceedings of the 26th International Conference on Mobile Human-Computer Interaction, MobileHCI 2024, Melbourne, VIC, Australia, 30 September 2024- 3 October 2024
MobileHCI (Companion)
Tilman Dingler, Flora D. Salim, Marion Koelle, Niels van Berkel, Jenny Waycott
2024 — conf
Advancing Physiological Methods for Human-Information Interaction.
UbiComp Companion
Nattapat Boonprakong, Kaixin Ji, Ziyi Ye, Benjamin Tag, Damiano Spina, Tuukka Ruotsalo, Flora D. Salim
2024 A* conf
AttEXplore: Attribution for Explanation with model parameters eXploration.
ICLR
Zhiyu Zhu, Huaming Chen, Jiayu Zhang, Xinyi Wang, Zhibo Jin, Jason Xue, Flora D. Salim
2024 J jnl
AuditNet: A Conversational AI-based Security Assistant [DEMO].
CoRR
Shohreh Deldari, Mohammad Goudarzi, Aditya Joshi, Arash Shaghaghi, Simon Finn, Flora D. Salim, Sanjay Jha
2024 — conf
AuditNet: Conversational AI Security Assistant.
MobileHCI (Companion)
Shohreh Deldari, Mohammad Goudarzi, Aditya Joshi, Arash Shaghaghi, Simon Finn, Flora D. Salim, Sanjay Jha
2024 J jnl
BTS: Building Timeseries Dataset: Empowering Large-Scale Building Analytics.
CoRR
Arian Prabowo, Xiachong Lin, Imran Razzak, Hao Xue, Emily W. Yap, Matthew Amos, Flora D. Salim
2024 — conf
BiTSA: Leveraging Time Series Foundation Model for Building Energy Analytics.
ICDM (Workshops)
Xiachong Lin, Arian Prabowo, Imran Razzak, Hao Xue, Matthew Amos, Sam Behrens, Flora D. Salim
2024 J jnl
BiTSA: Leveraging Time Series Foundation Model for Building Energy Analytics.
CoRR
Xiachong Lin, Arian Prabowo, Imran Razzak, Hao Xue, Matthew Amos, Sam Behrens, Flora D. Salim
2024 — conf
Boosting Patient Representation Learning via Graph Contrastive Learning.
ECML/PKDD (9)
Zhenhao Zhang, Yuxi Liu, Jiang Bian, Antonio Jimeno-Yepes, Jun Shen, Fuyi Li, Guodong Long, Flora D. Salim
2024 A* conf
Building Timeseries Dataset: Empowering Large-Scale Building Analytics.
NeurIPS
Arian Prabowo, Xiachong Lin, Imran Razzak, Hao Xue, Emily W. Yap, Matthew Amos, Flora D. Salim
2024 A conf
CAPRI-FAIR: Integration of Multi-sided Fairness in Contextual POI Recommendation Framework.
RecSys
Francis Zac dela Cruz, Flora D. Salim, Yonchanok Khaokaew, Jeffrey Chan
2024 J jnl
CAPRI-FAIR: Integration of Multi-sided Fairness in Contextual POI Recommendation Framework.
CoRR
Francis Zac dela Cruz, Flora D. Salim, Yonchanok Khaokaew, Jeffrey Chan
2024 A* conf
Characterizing Information Seeking Processes with Multiple Physiological Signals.
SIGIR
Kaixin Ji, Danula Hettiachchi, Flora D. Salim, Falk Scholer, Damiano Spina
2024 J jnl
Characterizing Information Seeking Processes with Multiple Physiological Signals.
CoRR
Kaixin Ji, Danula Hettiachchi, Flora D. Salim, Falk Scholer, Damiano Spina
2024 J jnl
Conformer: Embedding Continuous Attention in Vision Transformer for Weather Forecasting.
CoRR
Hira Saleem, Flora D. Salim, Cormac Purcell
2024 A conf
CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking.
WSDM
Shohreh Deldari, Dimitris Spathis, Mohammad Malekzadeh, Fahim Kawsar, Flora D. Salim, Akhil Mathur
2024 J jnl
Detecting Change Intervals with Isolation Distributional Kernel.
J. Artif. Intell. Res.
Yang Cao, Ye Zhu, Kai Ming Ting, Flora D. Salim, Hong Xian Li, Luxing Yang, Gang Li
2024 A* conf
Detecting Change Intervalswith Isolation Distributional Kernel (Abstract Reprint).
IJCAI
Yang Cao, Ye Zhu, Kai Ming Ting, Flora D. Salim, Hong Xian Li, Luxing Yang, Gang Li
2024 — conf
E-Scooter Dynamics: Unveiling Rider Behaviours and Interactions with Road Users through Multi-Modal Data Analysis.
AHs
Hiruni Kegalle, Danula Hettiachchi, Jeffrey Chan, Flora D. Salim, Mark Sanderson
2024 — conf
Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned.
SIGSPATIAL/GIS
Du Yin, Jinliang Deng, Shuang Ao, Zechen Li, Hao Xue, Arian Prabowo, Renhe Jiang, Xuan Song, Flora D. Salim
2024 J jnl
Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned.
CoRR
Du Yin, Jinliang Deng, Shuang Ao, Zechen Li, Hao Xue, Arian Prabowo, Renhe Jiang, Xuan Song, Flora D. Salim
2024 — conf
Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness.
FAccT
Edward Small, Kacper Sokol, Daniel Manning, Flora D. Salim, Jeffrey Chan
2024 J jnl
Evaluating the Influences of Explanation Style on Human-AI Reliance.
CoRR
Emma Casolin, Flora D. Salim, Ben R. Newell
2024 J jnl
Exploring Capabilities of Time Series Foundation Models in Building Analytics.
CoRR
Xiachong Lin, Arian Prabowo, Imran Razzak, Hao Xue, Matthew Amos, Sam Behrens, Flora D. Salim
2024 — conf
Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health.
UbiComp Companion
Yongquan Hu, Shuning Zhang, Ting Dang, Hong Jia, Flora D. Salim, Wen Hu, Aaron J. Quigley
2024 J jnl
Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health.
CoRR
Yongquan Hu, Shuning Zhang, Ting Dang, Hong Jia, Flora D. Salim, Wen Hu, Aaron J. Quigley
2024 — conf
Fine-grained Patient Similarity Measuring using Contrastive Graph Similarity Networks.
ICHI
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D. Salim, Jiang Bian, Antonio Jimeno-Yepes
2024 J jnl
GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems.
CoRR
Wilson Wongso, Hao Xue, Flora D. Salim
2024 — conf
Generating Multivariate Synthetic Time Series Data for Absent Sensors from Correlated Sources.
NetAISys@MobiSys
Julián Jerónimo Bañuelos, Stephan Sigg, Jiayuan He, Flora D. Salim, José Costa-Requena
2024 A* conf
GustosonicSense: Towards understanding the design of playful gustosonic eating experiences.
CHI
Yan Wang, Humphrey O. Obie, Zhuying Li, Flora D. Salim, John C. Grundy, Florian 'Floyd' Mueller
2024 J jnl
GustosonicSense: Towards understanding the design of playful gustosonic eating experiences.
CoRR
Yan Wang, Humphrey O. Obie, Zhuying Li, Flora D. Salim, John C. Grundy, Florian 'Floyd' Mueller
2024 — conf
Hypergraph Convolutional Networks for Fine-Grained lCU Patient Similarity Analysis and Risk Prediction.
ICHI
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D. Salim, Antonio Jimeno-Yepes, Jun Shen, Jiang Bian
2024 J jnl
Illuminating the Unseen: Investigating the Context-induced Harms in Behavioral Sensing.
CoRR
Han Zhang, Vedant Das Swain, Leijie Wang, Nan Gao, Yilun Sheng, Xuhai Xu, Flora D. Salim, Koustuv Saha, Anind K. Dey, Jennifer Mankoff
2024 J jnl
Inside Out or Not: Privacy Implications of Emotional Disclosure.
CoRR
Elham Naghizade, Kaixin Ji, Benjamin Tag, Flora D. Salim
2024 J jnl
Introduction to the Special Issue on Machine Learning and Location Data.
ACM Trans. Spatial Algorithms Syst.
Renhe Jiang, Flora D. Salim, Mohamed F. Mokbel
2024 J jnl
Introduction to the Special Issue on Machine Learning and Location Data: Part II.
ACM Trans. Spatial Algorithms Syst.
Renhe Jiang, Flora D. Salim, Mohamed F. Mokbel
2024 A* conf
Large Language Models for Next Point-of-Interest Recommendation.
SIGIR
Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim
2024 J jnl
Large Language Models for Next Point-of-Interest Recommendation.
CoRR
Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim
2024 J jnl
Learning spatio-temporal dynamics on mobility networks for adaptation to open-world events.
Artif. Intell.
Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki, Wei Hu, Shaowen Wang
2024 — conf
Leveraging Large Language Models for Generating Mobile Sensing Strategies in Human Behavior Modeling.
UbiComp Companion
Nan Gao, Zhuolei Yu, Yue Xu, Chun Yu, Yuntao Wang, Flora D. Salim, Yuanchun Shi
2024 J jnl
Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread.
ACM Trans. Spatial Algorithms Syst.
Andreas Züfle, Flora D. Salim, Taylor Anderson, Matthew Scotch, Li Xiong, Kacper Sokol, Hao Xue, Ruochen Kong, David J. Heslop, Hye-Young Paik, C. Raina MacIntyre
2024 — conf
Long-Term Fairness in Ride-Hailing Platform.
ECML/PKDD (9)
Yufan Kang, Jeffrey Chan, Wei Shao, Flora D. Salim, Christopher Leckie
2024 J jnl
Long-term Fairness in Ride-Hailing Platform.
CoRR
Yufan Kang, Jeffrey Chan, Wei Shao, Flora D. Salim, Christopher Leckie
2024 A* conf
MANILA24: SIGIR 2024 Workshop on Information Retrieval and Climate Impact.
SIGIR
Bart van den Hurk, Maarten de Rijke, Flora D. Salim
2024 J jnl
MAPLE: Mobile App Prediction Leveraging Large Language Model Embeddings.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yonchanok Khaokaew, Hao Xue, Flora D. Salim
2024 J jnl
Mobility Data Science: Perspectives and Challenges.
ACM Trans. Spatial Algorithms Syst.
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
2024 J jnl
ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecasting.
CoRR
Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim
2024 — conf
On the Challenge of Generating Multivariate Time Series Data from Distributed Sensors in IoT-enabled Scenarios.
IoT
Julián Jerónimo Bañuelos, José Costa-Requena, Jiayuan He, Flora D. Salim, Stephan Sigg
2024 J jnl
PACER: Physics Informed Uncertainty Aware Climate Emulator.
CoRR
Hira Saleem, Flora D. Salim, Cormac Purcell
2024 J jnl
Promoting Two-sided Fairness in Dynamic Vehicle Routing Problem.
CoRR
Yufan Kang, Rongsheng Zhang, Wei Shao, Flora D. Salim, Jeffrey Chan
2024 A conf
Promoting Two-sided Fairness in Dynamic Vehicle Routing Problems.
GECCO
Yufan Kang, Rongsheng Zhang, Wei Shao, Flora D. Salim, Jeffrey Chan
2024 — conf
Prompt Mining for Language Models-based Mobility Flow Forecasting.
SIGSPATIAL/GIS
Hao Xue, Tianye Tang, Ali Payani, Flora D. Salim
2024 J jnl
Prompt Mining for Language-based Human Mobility Forecasting.
CoRR
Hao Xue, Tianye Tang, Ali Payani, Flora D. Salim
2024 J jnl
PromptCast: A New Prompt-Based Learning Paradigm for Time Series Forecasting.
IEEE Trans. Knowl. Data Eng.
Hao Xue, Flora D. Salim
2024 J jnl
RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data.
CoRR
Luan Pham, Hongyu Zhang, Huong Ha, Flora D. Salim, Xiuzhen Zhang
2024 J jnl
REVEAL-IT: REinforcement learning with Visibility of Evolving Agent poLicy for InTerpretability.
CoRR
Shuang Ao, Simon Khan, Haris Aziz, Flora D. Salim
2024 J jnl
Resolution-Agnostic Transformer-based Climate Downscaling.
CoRR
Declan J. Curran, Hira Saleem, Sanaa Hobeichi, Flora D. Salim
2024 A* conf
SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding.
WWW
Ruiyi Yang, Flora D. Salim, Hao Xue
2024 J jnl
SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding.
CoRR
Ruiyi Yang, Flora D. Salim, Hao Xue
2024 J jnl
ST-DPGAN: A Privacy-preserving Framework for Spatiotemporal Data Generation.
CoRR
Wei Shao, Rongyi Zhu, Cai Yang, Chandra Thapa, Muhammad Ejaz Ahmed, Seyit Camtepe, Rui Zhang, Du Yong Kim, Hamid Menouar, Flora D. Salim
2024 A* conf
STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement Learning.
KDD
Wei Shao, Yufan Kang, Ziyan Peng, Xiao Xiao, Lei Wang, Yuhui Yang, Flora D. Salim
2024 J jnl
STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement Learning.
CoRR
Wei Shao, Yufan Kang, Ziyan Peng, Xiao Xiao, Lei Wang, Yuhui Yang, Flora D. Salim
2024 J jnl
SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition.
CoRR
Zechen Li, Shohreh Deldari, Linyao Chen, Hao Xue, Flora D. Salim
2024 J jnl
SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time Series.
Trans. Mach. Learn. Res.
Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim
2024 J jnl
Spectraformer: A Unified Random Feature Framework for Transformer.
CoRR
Duke Nguyen, Aditya Joshi, Flora D. Salim
2024 — conf
T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation.
SIGSPATIAL/GIS
Lihuan Li, Hao Xue, Yang Song, Flora D. Salim
2024 J jnl
T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation.
CoRR
Lihuan Li, Hao Xue, Yang Song, Flora D. Salim
2024 — conf
Towards Detecting and Mitigating Cognitive Bias in Spoken Conversational Search.
MobileHCI (Companion)
Kaixin Ji, Sachin Pathiyan Cherumanal, Johanne R. Trippas, Danula Hettiachchi, Flora D. Salim, Falk Scholer, Damiano Spina
2024 J jnl
Towards Detecting and Mitigating Cognitive Bias in Spoken Conversational Search.
CoRR
Kaixin Ji, Sachin Pathiyan Cherumanal, Johanne R. Trippas, Danula Hettiachchi, Flora D. Salim, Falk Scholer, Damiano Spina
2024 — conf
Towards Understanding Human-AI Reliance Patterns Through Explanation Styles.
UbiComp Companion
Emma Casolin, Flora D. Salim
2024 J jnl
Traffic forecasting on new roads using spatial contrastive pre-training (SCPT).
Data Min. Knowl. Discov.
Arian Prabowo, Hao Xue, Wei Shao, Piotr Koniusz, Flora D. Salim
2024 J jnl
Transferrable contextual feature clusters for parking occupancy prediction.
Pervasive Mob. Comput.
Wei Shao, Yu Zhang, Pengfei Xiao, Kyle Kai Qin, Mohammad Saiedur Rahaman, Jeffrey Chan, Bin Guo, Andy Song, Flora D. Salim
2024 Misc conf
Understanding Physiological Responses of Students Over Different Courses.
ISWC
Soundariya Ananthan, Nan Gao, Flora D. Salim
2024 J jnl
Understanding Physiological Responses of Students Over Different Courses.
CoRR
Soundariya Ananthan, Nan Gao, Flora D. Salim
2024 — conf
Unveiling Misogyny Memes: A Multimodal Analysis of Modality Effects on Identification.
WWW (Companion Volume)
Shijing Chen, Usman Naseem, Imran Razzak, Flora D. Salim
2024 A* conf
ViLCo-Bench: VIdeo Language COntinual learning Benchmark.
NeurIPS
Tianqi Tang, Shohreh Deldari, Hao Xue, Celso De Melo, Flora D. Salim
2024 J jnl
ViLCo-Bench: VIdeo Language COntinual learning Benchmark.
CoRR
Tianqi Tang, Shohreh Deldari, Hao Xue, Celso De Melo, Flora D. Salim
2024 Misc conf
WorkR: Occupation Inference for Intelligent Task Assistance.
ISWC
Yonchanok Khaokaew, Hao Xue, Mohammad Saiedur Rahaman, Flora D. Salim
2024 J jnl
WorkR: Occupation Inference for Intelligent Task Assistance.
CoRR
Yonchanok Khaokaew, Hao Xue, Mohammad Saiedur Rahaman, Flora D. Salim
2024 J jnl
XXLTraffic: Expanding and Extremely Long Traffic Dataset for Ultra-Dynamic Forecasting Challenges.
CoRR
Du Yin, Hao Xue, Arian Prabowo, Shuang Ao, Flora D. Salim
2023 B conf
A System of Monitoring and Analyzing Human Indoor Mobility and Air Quality.
MDM
Kyle Kai Qin, Mohammad Saiedur Rahaman, Yongli Ren, Chi-Tsun Cheng, Ivan Cole, Flora D. Salim
2023 J jnl
A System of Monitoring and Analyzing Human Indoor Mobility and Air Quality.
CoRR
Kyle Kai Qin, Mohammad Saiedur Rahaman, Yongli Ren, Chi-Tsun Cheng, Ivan Cole, Flora D. Salim
2023 J jnl
ASBiNE: Dynamic Bipartite Network Embedding for incorporating structural and attribute information.
World Wide Web (WWW)
Sajjad Athar, Rabeeh Ayaz Abbasi, Zafar Saeed, Anwar Said, Imran Razzak, Flora D. Salim
2023 — conf
An Application Programming Interface for Android to support dedicated 5G network slicing.
IoT
Julián Jerónimo Bañuelos, José Costa-Requena, Jiayuan He, Flora D. Salim, Stephan Sigg
2023 B conf
Are footpaths encroached by shared e-scooters? Spatio-temporal Analysis of Micro-mobility Services.
MDM
Hiruni Kegalle, Danula Hettiachchi, Jeffrey Chan, Flora D. Salim, Mark Sanderson
2023 J jnl
Are footpaths encroached by shared e-scooters? Spatio-temporal Analysis of Micro-mobility Services.
CoRR
Hiruni Kegalle, Danula Hettiachchi, Jeffrey Chan, Flora D. Salim, Mark Sanderson
2023 — conf
Artificial General Intelligence for Human Mobility (Vision Paper).
SIGSPATIAL/GIS
Hao Xue, Flora D. Salim
2023 J jnl
Automated Mobile Sensing Strategies Generation for Human Behaviour Understanding.
CoRR
Nan Gao, Zhuolei Yu, Chun Yu, Yuntao Wang, Flora D. Salim, Yuanchun Shi
2023 — conf
Because Every Sensor Is Unique, so Is Every Pair: Handling Dynamicity in Traffic Forecasting.
IoTDI
Arian Prabowo, Wei Shao, Hao Xue, Piotr Koniusz, Flora D. Salim
2023 J jnl
Because Every Sensor Is Unique, so Is Every Pair: Handling Dynamicity in Traffic Forecasting.
CoRR
Arian Prabowo, Wei Shao, Hao Xue, Piotr Koniusz, Flora D. Salim
2023 — conf
Continually Learning Out-of-Distribution Spatiotemporal Data for Robust Energy Forecasting.
ECML/PKDD (7)
Arian Prabowo, Kaixuan Chen, Hao Xue, Subbu Sethuvenkatraman, Flora D. Salim
2023 J jnl
Continually learning out-of-distribution spatiotemporal data for robust energy forecasting.
CoRR
Arian Prabowo, Kaixuan Chen, Hao Xue, Subbu Sethuvenkatraman, Flora D. Salim
2023 — conf
Contrastive Learning-Based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling Using EHRs.
ECML/PKDD (6)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D. Salim, Antonio Jimeno-Yepes
2023 J jnl
Contrastive Learning-based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling using EHRs.
CoRR
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D. Salim, Antonio Jimeno-Yepes
2023 J jnl
Counterfactual Explanations via Locally-guided Sequential Algorithmic Recourse.
CoRR
Edward A. Small, Jeffrey N. Clark, Christopher J. McWilliams, Kacper Sokol, Jeffrey Chan, Flora D. Salim, Raúl Santos-Rodríguez
2023 J jnl
Critiquing Self-report Practices for Human Mental and Wellbeing Computing at Ubicomp.
CoRR
Nan Gao, Soundariya Ananthan, Chun Yu, Yuntao Wang, Flora D. Salim
2023 A conf
Designing and Evaluating Presentation Strategies for Fact-Checked Content.
CIKM
Danula Hettiachchi, Kaixin Ji, Jenny Kennedy, Anthony McCosker, Flora D. Salim, Mark Sanderson, Falk Scholer, Damiano Spina
2023 J jnl
Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness.
CoRR
Edward A. Small, Kacper Sokol, Daniel Manning, Flora D. Salim, Jeffrey Chan
2023 J jnl
How Crowd Worker Factors Influence Subjective Annotations: A Study of Tagging Misogynistic Hate Speech in Tweets.
CoRR
Danula Hettiachchi, Indigo Holcombe-James, Stephanie Livingstone, Anjalee de Silva, Matthew Lease, Flora D. Salim, Mark Sanderson
2023 J jnl
Human Mobility Question Answering (Vision Paper).
CoRR
Hao Xue, Flora D. Salim
2023 J jnl
Hypergraph Convolutional Networks for Fine-grained ICU Patient Similarity Analysis and Risk Prediction.
CoRR
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D. Salim, Antonio Jimeno-Yepes, Jun Shen
2023 J jnl
Investigating Emotions, Social Roles, Well-being and Mobile Usage Behaviors During COVID-19 Home Confinement.
CoRR
Nan Gao, Sam Nolan, Kaixin Ji, Shakila Khan Rumi, Judith Simone Heinisch, Christoph Anderson, Klaus David, Flora D. Salim
2023 J jnl
Latent Masking for Multimodal Self-supervised Learning in Health Timeseries.
CoRR
Shohreh Deldari, Dimitris Spathis, Mohammad Malekzadeh, Fahim Kawsar, Flora D. Salim, Akhil Mathur
2023 J jnl
MAPLE: Mobile App Prediction Leveraging Large Language model Embeddings.
CoRR
Yonchanok Khaokaew, Hao Xue, Flora D. Salim
2023 J jnl
Measuring Misogyny in Natural Language Generation: Preliminary Results from a Case Study on two Reddit Communities.
CoRR
Aaron J. Snoswell, Lucinda Nelson, Hao Xue, Flora D. Salim, Nicolas Suzor, Jean Burgess
2023 J jnl
Message Passing Neural Networks for Traffic Forecasting.
CoRR
Arian Prabowo, Hao Xue, Wei Shao, Piotr Koniusz, Flora D. Salim
2023 J jnl
Multimodal Trajectory Prediction: A Survey.
CoRR
Renhao Huang, Hao Xue, Maurice Pagnucco, Flora D. Salim, Yang Song
2023 J jnl
Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction.
CoRR
Kyle Kai Qin, Yongli Ren, Wei Shao, Brennan Lake, Filippo Privitera, Flora D. Salim
2023 J jnl
Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction.
ACM Trans. Spatial Algorithms Syst.
Kyle Kai Qin, Yongli Ren, Wei Shao, Brennan Lake, Filippo Privitera, Flora D. Salim
2023 — conf
Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning.
BuildSys
Arian Prabowo, Kaixuan Chen, Hao Xue, Subbu Sethuvenkatraman, Flora D. Salim
2023 J jnl
Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning.
CoRR
Arian Prabowo, Kaixuan Chen, Hao Xue, Subbu Sethuvenkatraman, Flora D. Salim
2023 J jnl
Qualitative spatial reasoning with uncertain evidence using Markov logic networks.
Int. J. Geogr. Inf. Sci.
Matt Duckham, Jelena Gabela, Allison Kealy, Ross Kyprianou, Jonathan Legg, Bill Moran, Shakila Khan Rumi, Flora D. Salim, Yaguang Tao, Maria Vasardani
2023 — conf
SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation.
CVPR Workshops
Iman Abbasnejad, Fabio Zambetta, Flora D. Salim, Timothy Wiley, Jeffrey Chan, Russell Gallagher, Ehsan Abbasnejad
2023 J jnl
SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation.
CoRR
Iman Abbasnejad, Fabio Zambetta, Flora D. Salim, Timothy Wiley, Jeffrey Chan, Russell Gallagher, Ehsan Abbasnejad
2023 B conf
Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study.
MDM
Jason Liu, Shohreh Deldari, Hao Xue, Van Nguyen, Flora D. Salim
2023 J jnl
Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study.
CoRR
Jason Liu, Shohreh Deldari, Hao Xue, Van Nguyen, Flora D. Salim
2023 — conf
The unwritten manual of becoming a professor of HCI.
CHI Extended Abstracts
Florian Michahelles, Susanne Boll, Katie A. Siek, Flora D. Salim, Aaron J. Quigley
2023 J jnl
Toward Social Role-Based Interruptibility Management.
IEEE Pervasive Comput.
Christoph Anderson, Judith Simone Heinisch, Shohreh Deldari, Flora D. Salim, Sandra Ohly, Klaus David, Veljko Pejovic
2023 — conf
Towards Detecting Tonic Information Processing Activities with Physiological Data.
UbiComp/ISWC Adjunct
Kaixin Ji, Damiano Spina, Danula Hettiachchi, Falk Scholer, Flora D. Salim
2023 J jnl
Towards Mobility Data Science (Vision Paper).
CoRR
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
2023 J jnl
Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training.
CoRR
Arian Prabowo, Wei Shao, Hao Xue, Piotr Koniusz, Flora D. Salim
2023 J jnl
TransCP: A Transformer Pointer Network for Generic Entity Description Generation With Explicit Content-Planning.
IEEE Trans. Knowl. Data Eng.
Bayu Distiawan Trisedya, Jianzhong Qi, Hai-Tao Zheng, Flora D. Salim, Rui Zhang
2023 — conf
Understanding Mobile Information Needs and Behaviours.
UbiComp/ISWC Adjunct
Yonchanok Khaokaew, Flora D. Salim, Hao Xue
2023 — conf
Utilizing Language Models for Energy Load Forecasting.
BuildSys
Hao Xue, Flora D. Salim
2023 J jnl
Utilizing Language Models for Energy Load Forecasting.
CoRR
Hao Xue, Flora D. Salim
2023 J jnl
Welcome.
Commun. ACM
Flora D. Salim, Bingsheng He, Ken-ichi Kawarabayashi
2023 J jnl
i-Align: an interpretable knowledge graph alignment model.
CoRR
Bayu Distiawan Trisedya, Flora D. Salim, Jeffrey Chan, Damiano Spina, Falk Scholer, Mark Sanderson
2023 J jnl
i-Align: an interpretable knowledge graph alignment model.
Data Min. Knowl. Discov.
Bayu Distiawan Trisedya, Flora D. Salim, Jeffrey Chan, Damiano Spina, Falk Scholer, Mark Sanderson
2022 J jnl
Analysing Donors' Behaviour in Non-profit Organisations for Disaster Resilience: The 2019-2020 Australian Bushfires Case Study.
CoRR
Dilini Rajapaksha, Kacper Sokol, Jeffrey Chan, Flora D. Salim, Mukesh Prasad, Mahendra Samarawickrama
2022 J jnl
App usage on-the-move: Context- and commute-aware next app prediction.
Pervasive Mob. Comput.
Yufan Kang, Mohammad Saiedur Rahaman, Yongli Ren, Mark Sanderson, Ryen W. White, Flora D. Salim
2022 J jnl
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data.
CoRR
Shohreh Deldari, Hao Xue, Aaqib Saeed, Jiayuan He, Daniel V. Smith, Flora D. Salim
2022 J jnl
COCOA: Cross Modality Contrastive Learning for Sensor Data.
CoRR
Shohreh Deldari, Hao Xue, Aaqib Saeed, Daniel V. Smith, Flora D. Salim
2022 J jnl
COCOA: Cross Modality Contrastive Learning for Sensor Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shohreh Deldari, Hao Xue, Aaqib Saeed, Daniel V. Smith, Flora D. Salim
2022 J jnl
CrossPyramid: Neural Ordinary Differential Equations Architecture for Partially-observed Time-series.
CoRR
Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim
2022 J jnl
Detecting Change Intervals with Isolation Distributional Kernel.
CoRR
Yang Cao, Ye Zhu, Kai Ming Ting, Flora D. Salim, Hong Xian Li, Gang Li
2022 J jnl
Drone-as-a-Service Composition Under Uncertainty.
IEEE Trans. Serv. Comput.
Ali Hamdi, Flora D. Salim, Du Yong Kim, Azadeh Ghari Neiat, Athman Bouguettaya
2022 A* conf
Event-Aware Multimodal Mobility Nowcasting.
AAAI
Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki
2022 J jnl
Explainable spatiotemporal reasoning for geospatial intelligence applications.
Trans. GIS
Matt Duckham, Jelena Gabela, Allison Kealy, Mustafizur Khan, Jonathan Legg, Bill Moran, Shakila Khan Rumi, Flora D. Salim, Shaila Sharmeen, Yaguang Tao, Kerry Trentelman, Maria Vasardani
2022 J jnl
Generative Adversarial Networks for Spatio-temporal Data: A Survey.
ACM Trans. Intell. Syst. Technol.
Nan Gao, Hao Xue, Wei Shao, Sichen Zhao, Kyle Kai Qin, Arian Prabowo, Mohammad Saiedur Rahaman, Flora D. Salim
2022 J jnl
How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies.
CoRR
Edward Small, Wei Shao, Zeliang Zhang, Peihan Liu, Jeffrey Chan, Kacper Sokol, Flora D. Salim
2022 J jnl
Imagining Future Digital Assistants at Work: A Study of Task Management Needs.
CoRR
Yonchanok Khaokaew, Indigo Holcombe-James, Mohammad Saiedur Rahaman, Jonathan Liono, Johanne R. Trippas, Damiano Spina, Nicholas J. Belkin, Peter Bailey, Paul N. Bennett, Yongli Ren, Mark Sanderson, Falk Scholer, Ryen W. White, Flora D. Salim
2022 J jnl
Imagining future digital assistants at work: A study of task management needs.
Int. J. Hum. Comput. Stud.
Yonchanok Khaokaew, Indigo Holcombe-James, Mohammad Saiedur Rahaman, Jonathan Liono, Johanne R. Trippas, Damiano Spina, Peter Bailey, Nicholas J. Belkin, Paul N. Bennett, Yongli Ren, Mark Sanderson, Falk Scholer, Ryen W. White, Flora D. Salim
2022 J jnl
Individual and Group-wise Classroom Seating Experience: Effects on Student Engagement in Different Courses.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Nan Gao, Mohammad Saiedur Rahaman, Wei Shao, Kaixin Ji, Flora D. Salim
2022 — conf
Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values.
BIBM
Yuxi Liu, Shaowen Qin, Antonio Jimeno-Yepes, Wei Shao, Zhenhao Zhang, Flora D. Salim
2022 J jnl
Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values.
CoRR
Yuxi Liu, Shaowen Qin, Antonio Jimeno-Yepes, Wei Shao, Zhenhao Zhang, Flora D. Salim
2022 J jnl
Investigating the Effects of Mood & Usage Behaviour on Notification Response Time.
CoRR
Judith S. Heinisch, Nan Gao, Christoph Anderson, Shohreh Deldari, Klaus David, Flora D. Salim
2022 J jnl
Leveraging Language Foundation Models for Human Mobility Forecasting.
CoRR
Hao Xue, Bhanu Prakash Voutharoja, Flora D. Salim
2022 — conf
Leveraging language foundation models for human mobility forecasting.
SIGSPATIAL/GIS
Hao Xue, Bhanu Prakash Voutharoja, Flora D. Salim
2022 J jnl
Location Contact Tracing: Penetration, Privacy, Position, and Performance.
Digit. Gov. Res. Pract.
Luca Bedogni, Federico Montori, Flora D. Salim
2022 A* conf
Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention.
IJCAI
Wei Shao, Zhiling Jin, Shuo Wang, Yufan Kang, Xiao Xiao, Hamid Menouar, Zhaofeng Zhang, Junshan Zhang, Flora D. Salim
2022 J jnl
Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention.
CoRR
Wei Shao, Zhiling Jin, Shuo Wang, Yufan Kang, Xiao Xiao, Hamid Menouar, Zhaofeng Zhang, Junshan Zhang, Flora D. Salim
2022 A conf
Measuring disentangled generative spatio-temporal representation.
SDM
Sichen Zhao, Wei Shao, Jeffrey Chan, Flora D. Salim
2022 J jnl
Measuring disentangled generative spatio-temporal representation.
CoRR
Sichen Zhao, Wei Shao, Jeffrey Chan, Flora D. Salim
2022 J jnl
Mobility Data Science (Dagstuhl Seminar 22021).
Dagstuhl Reports
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
2022 J jnl
Modeling Long-term Dependencies and Short-term Correlations in Patient Journey Data with Temporal Attention Networks for Health Prediction.
CoRR
Yuxi Liu, Zhenhao Zhang, Antonio Jimeno-Yepes, Flora D. Salim
2022 — conf
Modeling long-term dependencies and short-term correlations in patient journey data with temporal attention networks for health prediction.
BCB
Yuxi Liu, Zhenhao Zhang, Antonio Jimeno-Yepes, Flora D. Salim
2022 J jnl
Predicting flight delay with spatio-temporal trajectory convolutional network and airport situational awareness map.
Neurocomputing
Wei Shao, Arian Prabowo, Sichen Zhao, Piotr Koniusz, Flora D. Salim
2022 J jnl
Prompt-Based Time Series Forecasting: A New Task and Dataset.
CoRR
Hao Xue, Flora D. Salim
2022 J jnl
Spatiotemporal data mining: a survey on challenges and open problems.
Artif. Intell. Rev.
Ali Hamdi, Khaled B. Shaban, Abdelkarim Erradi, Amr Mohamed, Shakila Khan Rumi, Flora D. Salim
2022 A conf
Translating Human Mobility Forecasting through Natural Language Generation.
WSDM
Hao Xue, Flora D. Salim, Yongli Ren, Charles L. A. Clarke
2021 A conf
CoSEM: Contextual and Semantic Embedding for App Usage Prediction.
CIKM
Yonchanok Khaokaew, Mohammad Saiedur Rahaman, Ryen W. White, Flora D. Salim
2021 J jnl
CoSEM: Contextual and Semantic Embedding for App Usage Prediction.
CoRR
Yonchanok Khaokaew, Mohammad Saiedur Rahaman, Ryen W. White, Flora D. Salim
2021 — conf
DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones.
IoTDI
Ang Li, Jiayi Guo, Huanrui Yang, Flora D. Salim, Yiran Chen
2021 J jnl
Drone-as-a-Service Composition Under Uncertainty.
CoRR
Ali Hamdi, Flora D. Salim, Du Yong Kim, Azadeh Ghari Neiat, Athman Bouguettaya
2021 J jnl
Event-Aware Multimodal Mobility Nowcasting.
CoRR
Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki
2021 J jnl
Evolutionary Ensemble Learning for Multivariate Time Series Prediction.
CoRR
Hui Song, A. K. Qin, Flora D. Salim
2021 A* conf
Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification.
KDD
Hao Xue, Flora D. Salim
2021 J jnl
Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification.
CoRR
Hao Xue, Flora D. Salim
2021 A* conf
FADACS: A Few-Shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing.
PerCom
Wei Shao, Sichen Zhao, Zhen Zhang, Shiyu Wang, Mohammad Saiedur Rahaman, Andy Song, Flora D. Salim
2021 — conf
FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark.
NeurIPS Datasets and Benchmarks
Mingjie Li, Wenjia Cai, Rui Liu, Yuetian Weng, Xiaoyun Zhao, Cong Wang, Xin Chen, Zhong Liu, Caineng Pan, Mengke Li, Yingfeng Zheng, Yizhi Liu, Flora D. Salim, Karin Verspoor, Xiaodan Liang, Xiaojun Chang
2021 J jnl
Federated Self-Supervised Learning of Multisensor Representations for Embedded Intelligence.
IEEE Internet Things J.
Aaqib Saeed, Flora D. Salim, Tanir Ozcelebi, Johan Lukkien
2021 J jnl
GCCN: Global Context Convolutional Network.
CoRR
Ali Hamdi, Flora D. Salim, Du Yong Kim
2021 J jnl
Individual and Group-wise Classroom Seating Experience: Effects on Student Engagement in Different Courses.
CoRR
Nan Gao, Mohammad Saiedur Rahaman, Wei Shao, Kaixin Ji, Flora D. Salim
2021 — conf
Investigating the Reliability of Self-report Data in the Wild: The Quest for Ground Truth.
UbiComp/ISWC Adjunct
Nan Gao, Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim
2021 J jnl
Investigating the Reliability of Self-report Survey in the Wild: The Quest for Ground Truth.
CoRR
Nan Gao, Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim
2021 — conf
Learning Spatio-Temporal Behavioural Representations for Urban Activity Forecasting.
WWW (Companion Volume)
Flora D. Salim
2021 B conf
MoParkeR : Multi-objective Parking Recommendation.
SSDBM
Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Ayad Turky, Andy Song, Jeffrey Chan, Junliang Jiang, Doug Bradbrook
2021 J jnl
MoParkeR : Multi-objective Parking Recommendation.
CoRR
Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Ayad Turky, Andy Song, Jeffrey Chan, Junliang Jiang, Doug Bradbrook
2021 A* conf
MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction.
NeurIPS
Hao Xue, Flora D. Salim, Yongli Ren, Nuria Oliver
2021 J jnl
MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction.
CoRR
Hao Xue, Flora D. Salim, Yongli Ren, Nuria Oliver
2021 J jnl
Modelling Memory for Individual Re-identification in Decentralised Mobile Contact Tracing Applications.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Luca Bedogni, Shakila Khan Rumi, Flora D. Salim
2021 A* conf
PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series.
ICDM
Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim
2021 J jnl
PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series.
CoRR
Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim
2021 J jnl
Predicting Flight Delay with Spatio-Temporal Trajectory Convolutional Network and Airport Situational Awareness Map.
CoRR
Wei Shao, Arian Prabowo, Sichen Zhao, Piotr Koniusz, Flora D. Salim
2021 J jnl
Signature-Graph Networks.
CoRR
Ali Hamdi, Flora D. Salim, Du Yong Kim, Xiaojun Chang
2021 J jnl
Spatiotemporal Data Mining: A Survey on Challenges and Open Problems.
CoRR
Ali Hamdi, Khaled B. Shaban, Abdelkarim Erradi, Amr Mohamed, Shakila Khan Rumi, Flora D. Salim
2021 J jnl
Special issue on vehicles as sensing devices: from observations to actionable insights.
J. Ambient Intell. Humaniz. Comput.
Chao Chen, Flora D. Salim, Luís Moreira-Matias, Sha Zhao
2021 — conf
TERMCast: Temporal Relation Modeling for Effective Urban Flow Forecasting.
PAKDD (1)
Hao Xue, Flora D. Salim
2021 A* conf
Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding.
WWW
Shohreh Deldari, Daniel V. Smith, Hao Xue, Flora D. Salim
2021 J jnl
Towards Social Role-Based Interruptibility Management.
CoRR
Christoph Anderson, Judith Simone Heinisch, Shohreh Deldari, Flora D. Salim, Sandra Ohly, Klaus David, Veljko Pejovic
2021 J jnl
Translating Human Mobility Forecasting through Natural Language Generation.
CoRR
Hao Xue, Flora D. Salim, Yongli Ren, Charles L. A. Clarke
2021 J jnl
Understanding occupants' behaviour, engagement, emotion, and comfort indoors with heterogeneous sensors and wearables.
CoRR
Nan Gao, Max Marschall, Jane Burry, Simon Watkins, Flora D. Salim
2020 J jnl
An Ambient-Physical System to Infer Concentration in Open-Plan Workplace.
IEEE Internet Things J.
Mohammad Saiedur Rahaman, Jonathan Liono, Yongli Ren, Jeffrey Chan, Shaw Kudo, Tim Rawling, Flora D. Salim
2020 J jnl
An Ambient-Physical System to Infer Concentration in Open-plan Workplace.
CoRR
Mohammad Saiedur Rahaman, Jonathan Liono, Yongli Ren, Jeffrey Chan, Shaw Kudo, Tim Rawling, Flora D. Salim
2020 B conf
Approximating Optimisation Solutions for the Travelling Officer Problem with Neural Networks.
IJCNN
Wei Shao, Jeffrey Chan, Flora D. Salim
2020 — conf
Deep Learning Assisted Memetic Algorithm for Shortest Route Problems.
ICCS (5)
Ayad Turky, Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Doug Bradbrook, Andy Song
2020 B conf
DroTrack: High-speed Drone-based Object Tracking Under Uncertainty.
FUZZ-IEEE
Ali Hamdi, Flora D. Salim, Du Yong Kim
2020 J jnl
DroTrack: High-speed Drone-based Object Tracking Under Uncertainty.
CoRR
Ali Hamdi, Flora D. Salim, Du Yong Kim
2020 J jnl
ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for Processing Heterogeneous Sensor Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shohreh Deldari, Daniel V. Smith, Amin Sadri, Flora D. Salim
2020 J jnl
ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data.
CoRR
Shohreh Deldari, Daniel V. Smith, Amin Sadri, Flora D. Salim
2020 J jnl
Evolutionary model construction for electricity consumption prediction.
Neural Comput. Appl.
Hui Song, A. K. Qin, Flora D. Salim
2020 J jnl
Exploring the Impact of COVID-19 Lockdown on Social Roles and Emotions while Working from Home.
CoRR
Sam Nolan, Shakila Khan Rumi, Christoph Anderson, Klaus David, Flora D. Salim
2020 J jnl
Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence.
CoRR
Aaqib Saeed, Flora D. Salim, Tanir Özçelebi, Johan Lukkien
2020 A conf
G-CREWE: Graph CompREssion With Embedding for Network Alignment.
CIKM
Kyle Kai Qin, Flora D. Salim, Yongli Ren, Wei Shao, Mark Heimann, Danai Koutra
2020 J jnl
G-CREWE: Graph CompREssion With Embedding for Network Alignment.
CoRR
Kyle Kai Qin, Flora D. Salim, Yongli Ren, Wei Shao, Mark Heimann, Danai Koutra
2020 J jnl
Generative Adversarial Networks for Spatio-temporal Data: A Survey.
CoRR
Nan Gao, Hao Xue, Wei Shao, Sichen Zhao, Kyle Kai Qin, Arian Prabowo, Mohammad Saiedur Rahaman, Flora D. Salim
2020 J jnl
Incorporating LSTM Auto-Encoders in Optimizations to Solve Parking Officer Patrolling Problem.
ACM Trans. Spatial Algorithms Syst.
Wei Shao, Siyu Tan, Sichen Zhao, Kyle Kai Qin, Xinhong Hei, Jeffrey Chan, Flora D. Salim
2020 B conf
Intelligent Task Recognition: Towards Enabling Productivity Assistance in Daily Life.
ICMR
Jonathan Liono, Mohammad Saiedur Rahaman, Flora D. Salim, Yongli Ren, Damiano Spina, Falk Scholer, Johanne R. Trippas, Mark Sanderson, Paul N. Bennett, Ryen W. White
2020 J jnl
Joint Modelling of Cyber Activities and Physical Context to Improve Prediction of Visitor Behaviors.
CoRR
Manpreet Kaur, Flora D. Salim, Yongli Ren, Jeffrey Chan, Martin Tomko, Mark Sanderson
2020 J jnl
Joint Modelling of Cyber Activities and Physical Context to Improve Prediction of Visitor Behaviors.
ACM Trans. Sens. Networks
Manpreet Kaur, Flora D. Salim, Yongli Ren, Jeffrey Chan, Martin Tomko, Mark Sanderson
2020 J jnl
Modelling Memory for Individual Re-identification in Decentralised Mobile Contact Tracing Applications.
CoRR
Luca Bedogni, Shakila Khan Rumi, Flora D. Salim
2020 A conf
Modelling Regional Crime Risk using Directed Graph of Check-ins.
CIKM
Shakila Khan Rumi, Flora D. Salim
2020 J jnl
Multi-officer Routing for Patrolling High Risk Areas Jointly Learned from Check-ins, Crime and Incident Response Data.
CoRR
Shakila Khan Rumi, Kyle Kai Qin, Flora D. Salim
2020 A conf
Realtime Predictive Patrolling and Routing with Mobility and Emergency Calls Data.
ICWSM
Shakila Khan Rumi, Wei Shao, Flora D. Salim
2020 J jnl
Relation Embedding for Personalised POI Recommendation.
CoRR
Xianjing Wang, Flora D. Salim, Yongli Ren, Piotr Koniusz
2020 — conf
Relation Embedding for Personalised Translation-Based POI Recommendation.
PAKDD (1)
Xianjing Wang, Flora D. Salim, Yongli Ren, Piotr Koniusz
2020 J jnl
Seating preference analysis for hybrid workplaces.
CoRR
Mohammad Saiedur Rahaman, Shaw Kudo, Tim Rawling, Yongli Ren, Flora D. Salim
2020 J jnl
SmartMeeting: An Novel Mobile Voice Meeting Minutes Generation and Analysis System.
Mob. Networks Appl.
Hui Liu, Huan Liu, Xin Wang, Wei Shao, Xiao Wang, Junzhao Du, Jonathan Liono, Flora D. Salim
2020 J jnl
Solving multiple travelling officers problem with population-based optimization algorithms.
Neural Comput. Appl.
Kyle Kai Qin, Wei Shao, Yongli Ren, Jeffrey Chan, Flora D. Salim
2020 J jnl
TRAILER: Transformer-based Time-wise Long Term Relation Modeling for Citywide Traffic Flow Prediction.
CoRR
Hao Xue, Flora D. Salim
2020 J jnl
Time-series Change Point Detection with Self-Supervised Contrastive Predictive Coding.
CoRR
Shohreh Deldari, Daniel V. Smith, Hao Xue, Flora D. Salim
2020 — conf
Tool-chain for supporting Privacy Risk Assessments.
BuildSys
Jens Hjort Schwee, Fisayo Caleb Sangogboye, Flora D. Salim, Mikkel Baun Kjærgaard
2020 J jnl
Transfer Learning for Thermal Comfort Prediction in Multiple Cities.
CoRR
Nan Gao, Wei Shao, Mohammad Saiedur Rahaman, Jun Zhai, Klaus David, Flora D. Salim
2020 — ed.
UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, Virtual Event, Mexico, September 12-17, 2020
UbiComp/ISWC Adjunct
Monica Tentori, Nadir Weibel, Kristof Van Laerhoven, Gregory D. Abowd, Flora D. Salim
2020 J jnl
Unsupervised online change point detection in high-dimensional time series.
Knowl. Inf. Syst.
Masoomeh Zameni, Amin Sadri, Zahra Ghafoori, Masud Moshtaghi, Flora D. Salim, Christopher Leckie, Kotagiri Ramamohanarao
2020 J jnl
grid2vec: Learning Efficient Visual Representations via Flexible Grid-Graphs.
CoRR
Ali Hamdi, Du Yong Kim, Flora D. Salim
2020 J jnl
n-Gage: Predicting in-class Emotional, Behavioural and Cognitive Engagement in the Wild.
CoRR
Nan Gao, Wei Shao, Mohammad Saiedur Rahaman, Flora D. Salim
2020 J jnl
n-Gage: Predicting in-class Emotional, Behavioural and Cognitive Engagement in the Wild.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Nan Gao, Wei Shao, Mohammad Saiedur Rahaman, Flora D. Salim
2019 J jnl
Approximating Optimisation Solutions for Travelling Officer Problem with Customised Deep Learning Network.
CoRR
Wei Shao, Flora D. Salim, Jeffrey Chan, Sean Morrison, Fabio Zambetta
2019 — conf
COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Inference.
BuildSys
Arian Prabowo, Piotr Koniusz, Wei Shao, Flora D. Salim
2019 J jnl
COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Inference.
CoRR
Arian Prabowo, Piotr Koniusz, Wei Shao, Flora D. Salim
2019 J jnl
Crime Rate Prediction with Region Risk and Movement Patterns.
CoRR
Shakila Khan Rumi, Phillip Luong, Flora D. Salim
2019 J jnl
Efficient trip scheduling algorithms for groups.
Inf. Syst.
Roksana Jahan, Tanzima Hashem, Flora D. Salim, Sukarna Barua
2019 — conf
Flight Delay Prediction using Airport Situational Awareness Map.
SIGSPATIAL/GIS
Wei Shao, Arian Prabowo, Sichen Zhao, Siyu Tan, Piotr Koniusz, Jeffrey Chan, Xinhong Hei, Bradley Feest, Flora D. Salim
2019 J jnl
Flight Delay Prediction using Airport Situational Awareness Map.
CoRR
Wei Shao, Arian Prabowo, Sichen Zhao, Siyu Tan, Piotr Koniusz, Jeffrey Chan, Xinhong Hei, Bradley Feest, Flora D. Salim
2019 A* conf
Improving Experience Sampling with Multi-view User-driven Annotation Prediction.
PerCom
Jonathan Liono, Flora D. Salim, Niels van Berkel, Vassilis Kostakos, A. K. Qin
2019 B conf
Learning About Work Tasks to Inform Intelligent Assistant Design.
CHIIR
Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Hassan Awadallah, Peter Bailey, Paul N. Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
2019 — conf
OccuSpace: Towards a Robust Occupancy Prediction System for Activity Based Workplace.
PerCom Workshops
Mohammad Saiedur Rahaman, Harsh Pare, Jonathan Liono, Flora D. Salim, Yongli Ren, Jeffrey Chan, Shaw Kudo, Tim Rawling, Alex Sinickas
2019 A* conf
OnlineAirTrajClus: An Online Aircraft Trajectory Clustering for Tarmac Situation Awareness.
PerCom
Wei Shao, Flora D. Salim, Jeffrey Chan, Kyle Kai Qin, Jiaman Ma, Bradley Feest
2019 J jnl
Predicting Personality Traits From Physical Activity Intensity.
Computer
Nan Gao, Wei Shao, Flora D. Salim
2019 J jnl
Predicting Personality Traits from Physical Activity Intensity.
CoRR
Nan Gao, Wei Shao, Flora D. Salim
2019 J jnl
QDaS: Quality driven data summarisation for effective storage management in Internet of Things.
J. Parallel Distributed Comput.
Jonathan Liono, Prem Prakash Jayaraman, A. K. Qin, Thuong Nguyen, Flora D. Salim
2019 Misc conf
TIARA: technology integrated apnea respiration analyser.
UbiComp
Abdur Rahim Mohammad Forkan, Flora D. Salim, Russell Conduit, Paul Beckett, Stephen R. Robinson
2019 — ch.
Using Big Spatial Data for Planning User Mobility.
Encyclopedia of Big Data Technologies
Mohammad Saiedur Rahaman, Margaret Hamilton, Flora D. Salim
2018 J jnl
A Scalable Room Occupancy Prediction with Transferable Time Series Decomposition of CO
ACM Trans. Sens. Networks
Irvan Bastian Arief Ang, Margaret Hamilton, Flora D. Salim
2018 J jnl
Algorithmic Governance in Smart Cities: The Conundrum and the Potential of Pervasive Computing Solutions.
IEEE Technol. Soc. Mag.
Franco Zambonelli, Flora D. Salim, Seng W. Loke, Wolfgang De Meuter, Salil S. Kanhere
2018 J jnl
BLEDoorGuard: A Device-Free Person Identification Framework Using Bluetooth Signals for Door Access.
IEEE Internet Things J.
Wei Shao, Thuong Nguyen, A. Kai Qin, Moustafa Youssef, Flora D. Salim
2018 — conf
CoAcT: A Framework for Context-Aware Trip Planning Using Active Transport.
PerCom Workshops
Mohammad Saiedur Rahaman, Margaret Hamilton, Flora D. Salim
2018 J jnl
Crowd-enabled Processing of Trustworthy, Privacy-Enhanced and Personalised Location Based Services with Quality Guarantee.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Tanzima Hashem, Rubaba Hasan, Flora D. Salim, Mehnaz Tabassum Mahin
2018 — conf
Data-driven occupant modeling strategies and digital tools enabled by IEA EBC annex 79: poster abstract.
BuildSys
Mikkel Baun Kjærgaard, Bing Dong, Salvatore Carlucci, Flora D. Salim, Junjing Yang, Clinton J. Andrews, Omid Ardakanian
2018 B conf
Evolutionary Multi-objective Ensemble Learning for Multivariate Electricity Consumption Prediction.
IJCNN
Hui Song, A. K. Qin, Flora D. Salim
2018 — conf
Identifying In-App User Actions from Mobile Web Logs.
PAKDD (2)
Bilih Priyogi, Mark Sanderson, Flora D. Salim, Jeffrey Chan, Martin Tomko, Yongli Ren
2018 C conf
Inferring Transportation Mode and Human Activity from Mobile Sensing in Daily Life.
MobiQuitous
Jonathan Liono, Zahraa S. Abdallah, A. K. Qin, Flora D. Salim
2018 — conf
Mining User Behavioral Rules from Smartphone Data Through Association Analysis.
PAKDD (1)
Iqbal H. Sarker, Flora D. Salim
2018 J jnl
Mining User Behavioral Rules from Smartphone Data through Association Analysis.
CoRR
Iqbal H. Sarker, Flora D. Salim
2018 C conf
Parking Availability Prediction with Long Short Term Memory Model.
GPC
Wei Shao, Yu Zhang, Bin Guo, Kyle Kai Qin, Jeffrey Chan, Flora D. Salim
2018 C conf
Predicting Citywide Passenger Demand via Reinforcement Learning from Spatio-Temporal Dynamics.
MobiQuitous
Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Flora D. Salim, Pari Delir Haghighi
2018 C conf
ProMETheus: An Intelligent Mobile Voice Meeting Minutes System.
MobiQuitous
Hui Liu, Xin Wang, Yuheng Wei, Wei Shao, Jonathan Liono, Flora D. Salim, Bo Deng, Junzhao Du
2018 J jnl
RUP: Large Room Utilisation Prediction with carbon dioxide sensor.
Pervasive Mob. Comput.
Irvan Bastian Arief Ang, Margaret Hamilton, Flora D. Salim
2018 — conf
Shopping intent recognition and location prediction from cyber-physical activities via wi-fi logs.
BuildSys
Manpreet Kaur, Flora D. Salim, Yongli Ren, Jeffrey Chan, Martin Tomko, Mark Sanderson
2018 — conf
Theft prediction with individual risk factor of visitors.
SIGSPATIAL/GIS
Shakila Khan Rumi, Ke Deng, Flora D. Salim
2018 J jnl
Traveling Officer Problem: Managing Car Parking Violations Efficiently Using Sensor Data.
IEEE Internet Things J.
Wei Shao, Flora D. Salim, Tao Gu, Ngoc-Thanh Dinh, Jeffrey Chan
2018 J jnl
Understanding the predictability of user demographics from cyber-physical-social behaviours in indoor retail spaces.
EPJ Data Sci.
Yongli Ren, Martin Tomko, Flora D. Salim, Jeffrey Chan, Mark Sanderson
2018 J jnl
Wait Time Prediction for Airport Taxis Using Weighted Nearest Neighbor Regression.
IEEE Access
Mohammad Saiedur Rahaman, Yongli Ren, Margaret Hamilton, Flora D. Salim
2018 J jnl
What Will You Do for the Rest of the Day?: An Approach to Continuous Trajectory Prediction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Amin Sadri, Flora D. Salim, Yongli Ren, Wei Shao, John Krumm, Cecilia Mascolo
2017 J jnl
A Simultaneous Extraction of Context and Community from pervasive signals using nested Dirichlet process.
Pervasive Mob. Comput.
Nguyen Cong Thuong, Vu Nguyen, Flora D. Salim, Duc Viet Le, Dinh Q. Phung
2017 — conf
Automated density-based clustering of spatial urban data for interactive data exploration.
INFOCOM Workshops
Erica Rosalina, Flora D. Salim, Timos Sellis
2017 J jnl
CAPRA: A contour-based accessible path routing algorithm.
Inf. Sci.
Mohammad Saiedur Rahaman, Yi Mei, Margaret Hamilton, Flora D. Salim
2017 J jnl
CD-HOC: Indoor Human Occupancy Counting using Carbon Dioxide Sensor Data.
CoRR
Irvan Bastian Arief Ang, Flora D. Salim, Margaret Hamilton
2017 — conf
DA-HOC: semi-supervised domain adaptation for room occupancy prediction using CO
BuildSys
Irvan Bastian Arief Ang, Flora D. Salim, Margaret Hamilton
2017 J jnl
Information gain-based metric for recognizing transitions in human activities.
Pervasive Mob. Comput.
Amin Sadri, Yongli Ren, Flora D. Salim
2017 — conf
Multi-resolution Selective Ensemble Extreme Learning Machine for Electricity Consumption Prediction.
ICONIP (5)
Hui Song, A. K. Qin, Flora D. Salim
2017 — conf
Predicting Imbalanced Taxi and Passenger Queue Contexts in Airport.
PACIS
Mohammad Saiedur Rahaman, Margaret Hamilton, Flora D. Salim
2017 C conf
Predicting the city foot traffic with pedestrian sensor data.
MobiQuitous
Xianjing Wang, Jonathan Liono, Will McIntosh, Flora D. Salim
2017 B conf
Queue Context Prediction Using Taxi Driver Knowledge.
K-CAP
Mohammad Saiedur Rahaman, Margaret Hamilton, Flora D. Salim
2017 Misc conf
SD-HOC: Seasonal Decomposition Algorithm for Mining Lagged Time Series.
AusDM
Irvan Bastian Arief Ang, Flora D. Salim, Margaret Hamilton
2017 J jnl
Shrink: Distance preserving graph compression.
Inf. Syst.
Amin Sadri, Flora D. Salim, Yongli Ren, Masoomeh Zameni, Jeffrey Chan, Timos Sellis
2017 — conf
Who Opened the Room? Device-Free Person Identification Using Bluetooth Signals in Door Access.
iThings/GreenCom/CPSCom/SmartData
Wei Shao, Flora D. Salim, Thuong Nguyen, Moustafa Youssef
2016 — conf
AutoJammin': Designing Progression in Traffic and Music.
AutomotiveUI (adjunct)
Sven Krome, Jonathan Liono, Flora D. Salim, Stefan Greuter, Fabius Steinberger
2016 J jnl
Clustering Big Spatiotemporal-Interval Data.
IEEE Trans. Big Data
Wei Shao, Flora D. Salim, Andy Song, Athman Bouguettaya
2016 — conf
CoSDEO 2016: Contact-free ambient sensing - Welcome and committees: Welcome message from the CoSDEO 2016 workshop co-chairs.
PerCom Workshops
Flora D. Salim, Stephan Sigg, Chenren Xu
2016 J jnl
Efficient meta-heuristics for the Multi-Objective Time-Dependent Orienteering Problem.
Eur. J. Oper. Res.
Yi Mei, Flora D. Salim, Xiaodong Li
2016 Misc conf
Measuring passers-by engagement with AmPost: a printed interactive audio poster.
OZCHI
Jonathan Liono, Andrew Valentine, Chin Koi Khoo, Flora D. Salim
2016 B conf
Multivariate electricity consumption prediction with Extreme Learning Machine.
IJCNN
Hui Song, A. K. Qin, Flora D. Salim
2016 C conf
Optimal time window for temporal segmentation of sensor streams in multi-activity recognition.
MobiQuitous
Jonathan Liono, A. K. Qin, Flora D. Salim
2016 A* conf
SECC: Simultaneous extraction of context and community from pervasive signals.
PerCom
Nguyen Cong Thuong, Vu Nguyen, Flora D. Salim, Dinh Q. Phung
2016 A* conf
Smart cities: Intelligent environments and dumb people? Panel summary.
PerCom
Franco Zambonelli, Wolfgang De Meuter, Salil S. Kanhere, Seng Wai Loke, Flora D. Salim
2016 Misc conf
Topical Event Detection on Twitter.
ADC
Lishan Cui, Xiuzhen Zhang, Xiangmin Zhou, Flora D. Salim
2016 B conf
UTE: A Ubiquitous Data Exploration Platform for Mobile Sensing Experiments.
MDM
Jonathan Liono, Nguyen Cong Thuong, Prem Prakash Jayaraman, Flora D. Salim
2016 A conf
Urban HCI: (Re)adapting the City Together.
Conference on Designing Interactive Systems (Companion Volume)
Danilo Di Mascio, Rachel Clarke, Yoko Akama, Flora D. Salim
2015 A conf
An Energy-Efficient Inter-organizational Wireless Sensor Data Collection Framework.
ICWS
Chii Chang, Seng W. Loke, Hai Dong, Flora D. Salim, Satish Narayana Srirama, Mohan Liyanage, Sea Ling
2015 J jnl
Analyzing Web Behavior in Indoor Retail Spaces.
CoRR
Yongli Ren, Martin Tomko, Flora D. Salim, Kevin Ong, Mark Sanderson
2015 B conf
Heuristic evolution with Genetic Programming for Traveling Thief Problem.
CEC
Yi Mei, Xiaodong Li, Flora D. Salim, Xin Yao
2015 — ed.
Mobile Computing, Applications, and Services - 7th International Conference, MobiCASE 2015, Berlin, Germany, November 12-13, 2015, Revised Selected Papers
MobiCASE
Stephan Sigg, Petteri Nurmi, Flora D. Salim
2015 J jnl
Urban computing in the wild: A survey on large scale participation and citizen engagement with ubiquitous computing, cyber physical systems, and Internet of Things.
Int. J. Hum. Comput. Stud.
Flora D. Salim, Usman Haque
2014 — conf
Design and evaluation of smart wearable undergarment for monitoring physiological extremes in firefighting.
ISWC Adjunct
Flora D. Salim, Aaron Belbasis, Daniel Prohasky, Shadi Houshyar, Franz Konstantin Fuss
2014 — conf
EnviS Tag, Scan, View: A Location-Based App for Visualizing Spatio-temporal Data from Sensor Cloud.
MDM (1)
Flora D. Salim, Mars Dela Pena, Yury Petrov, Nishant Sony, Bo Wu, Abdelsalam Ahmed Saad
2014 — conf
Visualization of wireless sensor networks using ZigBee's Received Signal Strength Indicator (RSSI) for indoor localization and tracking.
PerCom Workshops
Flora D. Salim, Mani Williams, Nishant Sony, Mars Dela Pena, Yury Petrov, Abdelsalam Ahmed Saad, Bo Wu
2011 J jnl
Form fostering: A novel design approach for interacting with parametric models in the embodied virtuality.
J. Inf. Technol. Constr.
Flora D. Salim, Hugo M. Mulder, Jane Burry
2011 J jnl
Transafe: a crowdsourced mobile platform for crime and safety perception management.
SIGCAS Comput. Soc.
Margaret Hamilton, Flora D. Salim, Eva Cheng, Suelynn Choy