Zahraa S. Abdallah

34 papers A* 2B 1C 1Misc 2Journal 24Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Regime-Aware Fusion Framework for Time Series Classification. CoRR Honey Singh Chauhan, Zahraa S. Abdallah
2025	J	`jnl`	BrisT1D Dataset: Young Adults with Type 1 Diabetes in the UK using Smartwatches. CoRR Sam Gordon James, Miranda Elaine Glynis Armstrong, Aisling Ann O'Kane, Harry Emerson, Zahraa S. Abdallah
2025	J	`jnl`	CSTS: A Benchmark for the Discovery of Correlation Structures in Time Series Clustering. CoRR Isabella Degen, Zahraa S. Abdallah, Henry W. J. Reeve, Kate Robson Brown
2025	J	`jnl`	Canonical Correlation Patterns for Validating Clustering of Multivariate Time Series. CoRR Isabella Degen, Zahraa S. Abdallah, Kate Robson Brown, Henry W. J. Reeve
2025	J	`jnl`	Epistemic Error Decomposition for Multi-step Time Series Forecasting: Rethinking Bias-Variance in Recursive and Direct Strategies. CoRR Riku Green, Huw Day, Zahraa S. Abdallah, Telmo de Menezes e Silva Filho
2025	B	`conf`	Ghost Swarms: Learning Swarm Rules from Environmental Changes Alone. EuroGP Khulud Alharthi, Zahraa S. Abdallah, Sabine Hauert
2025	A*	`conf`	Integrating Technology into Self-Management Ecosystems: Young Adults with Type 1 Diabetes in the UK using Smartwatches. CHI Sam Gordon James, Miranda Elaine Glynis Armstrong, Zahraa S. Abdallah, Harry Emerson, Aisling Ann O'Kane
2025	J	`jnl`	KnowEEG: Explainable Knowledge Driven EEG Classification. CoRR Amarpal Sahota, Navid Mohammadi Foumani, Raúl Santos-Rodríguez, Zahraa S. Abdallah
2025	J	`jnl`	Semantic Similarity in Radiology Reports via LLMs and NER. CoRR Beth Pearson, Ahmed Adnan, Zahraa S. Abdallah
2025	J	`jnl`	Stratify: unifying multi-step forecasting strategies. Data Min. Knowl. Discov. Riku Green, Grant Stevens, Zahraa S. Abdallah, Telmo de Menezes e Silva Filho
2025	J	`jnl`	TACTFL: Temporal Contrastive Training for Multi-modal Federated Learning with Similarity-guided Model Aggregation. CoRR Guanxiong Sun, Majid Mirmehdi, Zahraa S. Abdallah, Raúl Santos-Rodríguez, Ian Craddock, Telmo de Menezes e Silva Filho
2025	J	`jnl`	Towards deployment-centric multimodal AI beyond vision and language. CoRR Xianyuan Liu, Jiayang Zhang, Shuo Zhou, Thijs L. van der Plas, Avish Vijayaraghavan, Anastasiia Grishina, Mengdie Zhuang, Daniel Schofield, Christopher Tomlinson, Yuhan Wang, Ruizhe Li, Louisa van Zeeland, Sina Tabakhi, Cyndie Demeocq, Xiang Li, Arunav Das, Orlando Timmerman, Thomas Baldwin-McDonald, Jinge Wu, Peizhen Bai, Zahraa Al Sahili, Omnia Alwazzan, Thao N. Do, Mohammod Naimul Islam Suvon, Angeline Wang, Lucia Cipolina-Kun, Luigi A. Moretti, Lucas Farndale, Nitisha Jain, Natalia Efremova, Yan Ge, Marta Varela, Hak-Keung Lam, Oya Çeliktutan, Ben R. Evans, Alejandro Coca-Castro, Honghan Wu, Zahraa S. Abdallah, Chen Chen, Valentin Danchev, Nataliya Tkachenko, Lei Lu, Tingting Zhu, Gregory G. Slabaugh, Roger K. Moore, William K. Cheung, Peter H. Charlton, Haiping Lu
2024	—	`conf`	Investigating Brain Connectivity and Regional Statistics from EEG for Early Stage Parkinson's Classification. MLSP Amarpal Sahota, Amber Roguski, Matthew W. Jones, Zahraa S. Abdallah, Raúl Santos-Rodríguez
2024	J	`jnl`	Investigating Brain Connectivity and Regional Statistics from EEG for early stage Parkinson's Classification. CoRR Amarpal Sahota, Amber Roguski, Matthew W. Jones, Zahraa S. Abdallah, Raúl Santos-Rodríguez
2024	—	`ed.`	Proceedings of the Workshop on Explainable AI for Time Series and Data Streams (TempXAI 2024) co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), Vilnius, Lithuania, September 9th, 2024. TempXAI@PKDD/ECML Zahraa S. Abdallah, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier, Matthias Jakobs, Emmanuel Müller, Maximilian Muschalik, Panagiotis Papapetrou, Amal Saadallah, George Tzagkarakis
2024	J	`jnl`	Time-Series Classification for Dynamic Strategies in Multi-Step Forecasting. CoRR Riku Green, Grant Stevens, Telmo de Menezes e Silva Filho, Zahraa S. Abdallah
2023	J	`jnl`	A Time Series Approach to Parkinson's Disease Classification from EEG. CoRR Amarpal Sahota, Amber Roguski, Matthew W. Jones, Michal Rolinski, Alan L. Whone, Raúl Santos-Rodriguez, Zahraa S. Abdallah
2023	J	`jnl`	Bridging the gap between mechanistic biological models and machine learning surrogates. PLoS Comput. Biol. Ioana M. Gherman, Zahraa S. Abdallah, Wei Pang, Thomas E. Gorochowski, Claire S. Grierson, Lucia Marucci
2023	A*	`conf`	Chronic Care in a Life Transition: Challenges and Opportunities for Artificial Intelligence to Support Young Adults With Type 1 Diabetes Moving to University. CHI Sam Gordon James, Miranda Armstrong, Zahraa S. Abdallah, Aisling Ann O'Kane
2023	Misc	`conf`	IMG-NILM: A Deep learning NILM approach using energy heatmaps. SAC Jonah Edmonds, Zahraa S. Abdallah
2023	—	`conf`	RED CoMETS: An Ensemble Classifier for Symbolically Represented Multivariate Time Series. AALTD@ECML/PKDD Luca A. Bennett, Zahraa S. Abdallah
2023	J	`jnl`	RED CoMETS: An ensemble classifier for symbolically represented multivariate time series. CoRR Luca A. Bennett, Zahraa S. Abdallah
2023	J	`jnl`	Transfer Learning and Class Decomposition for Detecting the Cognitive Decline of Alzheimer Disease. CoRR Maha M. Alwuthaynani, Zahraa S. Abdallah, Raúl Santos-Rodríguez
2022	—	`conf`	Automatic Extraction of Understandable Controllers from Video Observations of Swarm Behaviors. ANTS Conference Khulud Alharthi, Zahraa S. Abdallah, Sabine Hauert
2022	J	`jnl`	IMG-NILM: A Deep learning NILM approach using energy heatmaps. CoRR Jonah Edmonds, Zahraa S. Abdallah
2022	J	`jnl`	Investigating Temporal Convolutional Neural Networks for Satellite Image Time Series Classification. CoRR James Brock, Zahraa S. Abdallah
2022	J	`jnl`	Temporal patterns in insulin needs for Type 1 diabetes. CoRR Isabella Degen, Zahraa S. Abdallah
2022	J	`jnl`	Understandable Controller Extraction from Video Observations of Swarms. CoRR Khulud Alharthi, Zahraa S. Abdallah, Sabine Hauert
2021	J	`jnl`	Transfer Learning Approach for Detecting Psychological Distress in Brexit Tweets. CoRR Sean-Kelly Palicki, Shereen Fouad, Mariam Adedoyin-Olowe, Zahraa S. Abdallah
2021	Misc	`conf`	Transfer learning approach for detecting psychological distress in brexit tweets. SAC Sean-Kelly Palicki, Shereen Fouad, Mariam Adedoyin-Olowe, Zahraa S. Abdallah
2020	J	`jnl`	Co-eye: A Multi-resolution Symbolic Representation to TimeSeries Diversified Ensemble Classification. CoRR Zahraa S. Abdallah, Mohamed Medhat Gaber
2020	J	`jnl`	Co-eye: a multi-resolution ensemble classifier for symbolically approximated time series. Mach. Learn. Zahraa S. Abdallah, Mohamed Medhat Gaber
2020	J	`jnl`	DeepStreamCE: A Streaming Approach to Concept Evolution Detection in Deep Neural Networks. CoRR Lorraine Chambers, Mohamed Medhat Gaber, Zahraa S. Abdallah
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