Scholar
Zahraa S. Abdallah
Google Scholar ID: AIO70GUAAAAJ
Senior Lecturer, School of Engineering Mathematics and Technology, University of Bristol, UK
Machine Learning
Time Series
Digital Health
Multi-modalities
XAI
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Citations & Impact
All-time
Citations
566
H-index
11
i10-index
11
Publications
20
Co-authors
31
list available
Contact
Email
zahraa.abdallah@bristol.ac.uk
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Publications
7 items
VASAE: Naming SAE Dictionary Directions with Vocabulary-Aligned Anchoring
2026
Cited
0
Deployment-Side Adaptiveness in Multi-Horizon Volatility Forecasting
2026
Cited
0
Exposure Bias as Epistemic Underidentification in Recursive Forecasting
2026
Cited
0
Expectations vs. Realities: The Cost of MSE-Optimal Forecasting Under Conditional Uncertainty
2026
Cited
0
A Regime-Aware Fusion Framework for Time Series Classification
2025
Cited
0
Epistemic Error Decomposition for Multi-step Time Series Forecasting: Rethinking Bias-Variance in Recursive and Direct Strategies
2025
Cited
0
Towards deployment-centric multimodal AI beyond vision and language
2025
Cited
0
Resume
Academic Achievements
Awarded the Mollie Holman Doctoral Medal (2015).
Published multiple peer-reviewed papers, including:
– 'Adaptive mobile activity recognition system with evolving data streams' (Neurocomputing, 2015)
– 'AnyNovel: detection of novel concepts in evolving data streams' (Evolving Systems, 2016)
– 'Co-eye' (Machine Learning, 2020)
– 'Canonical Correlation Patterns for Validating Clustering of Multivariate Time Series' (2025)
– 'Stratify' (Data Mining and Knowledge Discovery, 2025).
Secured governmental and industrial grants for deep analytics projects in spectroscopy, construction safety, energy/smart meters, and supply chain.
Co-authors
9 total
Mohamed Medhat Gaber
Adjunct Professor, Queensland University of Technology
Arkady Zaslavsky
Deakin University, Data61 @ CSIRO, Monash University, Lulea University of Technology(Sweden)
Raúl Santos-Rodríguez
University of Bristol
Prem Prakash Jayaraman
Swinburne University of Technology
Wei Pang
Professor, Department of Computer Science, Heriot-Watt University
Isabella Degen
EPSRC Doctoral Impact Fellow, University of Bristol
Geoff Webb
Professor, Department of Data Science and Artificial Intelligence, Monash University
Lan Du
Associate Professor, Faculty of IT, Monash University