Zahraa S. Abdallah
Scholar

Zahraa S. Abdallah

Google Scholar ID: AIO70GUAAAAJ
Senior Lecturer, School of Engineering Mathematics and Technology, University of Bristol, UK
Machine LearningTime SeriesDigital HealthMulti-modalitiesXAI
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
566
 
H-index
11
 
i10-index
11
 
Publications
20
 
Co-authors
31
list available
Contact
Emailzahraa.abdallah@bristol.ac.ukTwitterOpen ↗
Publications
3 items
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 (English only)
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
31 total
Mohamed Medhat Gaber
Mohamed Medhat Gaber
Adjunct Professor, Queensland University of Technology
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Arkady Zaslavsky
Arkady Zaslavsky
Deakin University, Data61 @ CSIRO, Monash University, Lulea University of Technology(Sweden)
Raúl Santos-Rodríguez
Raúl Santos-Rodríguez
University of Bristol
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Co-author 8
Co-author 8