Zahraa S. Abdallah

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Transfer Learning

Ensemble Classifier

Biological Plausibility

Temporal Patterns

Top Venues

Publications

Riku Green, Grant Stevens, Telmo de Menezes e Silva Filho, Zahraa S. Abdallah
Time-Series Classification for Dynamic Strategies in Multi-Step Forecasting. CoRR (2024)
Jonah Edmonds, Zahraa S. Abdallah
IMG-NILM: A Deep learning NILM approach using energy heatmaps. SAC (2023)
Ioana M. Gherman, Zahraa S. Abdallah, Wei Pang, Thomas E. Gorochowski, Claire S. Grierson, Lucia Marucci
Bridging the gap between mechanistic biological models and machine learning surrogates. PLoS Comput. Biol. 19 (4) (2023)
Luca A. Bennett, Zahraa S. Abdallah
RED CoMETS: An Ensemble Classifier for Symbolically Represented Multivariate Time Series. AALTD@ECML/PKDD (2023)
Maha M. Alwuthaynani, Zahraa S. Abdallah, Raúl Santos-Rodríguez
Transfer Learning and Class Decomposition for Detecting the Cognitive Decline of Alzheimer Disease. CoRR (2023)
Luca A. Bennett, Zahraa S. Abdallah
RED CoMETS: An ensemble classifier for symbolically represented multivariate time series. CoRR (2023)
Amarpal Sahota, Amber Roguski, Matthew W. Jones, Michal Rolinski, Alan L. Whone, Raúl Santos-Rodriguez, Zahraa S. Abdallah
A Time Series Approach to Parkinson's Disease Classification from EEG. CoRR (2023)
Khulud Alharthi, Zahraa S. Abdallah, Sabine Hauert
Automatic Extraction of Understandable Controllers from Video Observations of Swarm Behaviors. ANTS Conference (2022)
Jonah Edmonds, Zahraa S. Abdallah
IMG-NILM: A Deep learning NILM approach using energy heatmaps. CoRR (2022)
Isabella Degen, Zahraa S. Abdallah
Temporal patterns in insulin needs for Type 1 diabetes. CoRR (2022)
Khulud Alharthi, Zahraa S. Abdallah, Sabine Hauert
Understandable Controller Extraction from Video Observations of Swarms. CoRR (2022)
James Brock, Zahraa S. Abdallah
Investigating Temporal Convolutional Neural Networks for Satellite Image Time Series Classification. CoRR (2022)
Sean-Kelly Palicki, Shereen Fouad, Mariam Adedoyin-Olowe, Zahraa S. Abdallah
Transfer Learning Approach for Detecting Psychological Distress in Brexit Tweets. CoRR (2021)
Sean-Kelly Palicki, Shereen Fouad, Mariam Adedoyin-Olowe, Zahraa S. Abdallah
Transfer learning approach for detecting psychological distress in brexit tweets. SAC (2021)
Zahraa S. Abdallah, Mohamed Medhat Gaber
Co-eye: a multi-resolution ensemble classifier for symbolically approximated time series. Mach. Learn. 109 (11) (2020)
Zahraa S. Abdallah, Mohamed Medhat Gaber
Co-eye: A Multi-resolution Symbolic Representation to TimeSeries Diversified Ensemble Classification. CoRR (2020)
Lorraine Chambers, Mohamed Medhat Gaber, Zahraa S. Abdallah
DeepStreamCE: A Streaming Approach to Concept Evolution Detection in Deep Neural Networks. CoRR (2020)
Jonathan Liono, Zahraa S. Abdallah, A. Kai Qin, Flora D. Salim
Inferring Transportation Mode and Human Activity from Mobile Sensing in Daily Life. MobiQuitous (2018)