Fayçal Bensaali

Qatar University — QA

Engineering · Physical Sciences

40h-index5.7kcitations260works5.22yr avg
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Research Topics

Smart Grid Energy Management(50), Building Energy and Comfort Optimization(25), Advanced Chemical Sensor Technologies(24), Green IT and Sustainability(24), Context-Aware Activity Recognition Systems(19)

Publications260 total

Assessing the Robustness of Federated Learning Aggregation Techniques Against Diverse Poisoning Attack Strengths
Lecture notes in networks and systems·2026
Privacy-preserving energy optimization via multi-stage federated learning for micro-moment recommendations
Sustainable Energy Grids and Networks·2025Open Access
Smart plug for real-time energy monitoring and optimization through micro-moments with semi-supervised federated learning
Results in Engineering·2025Open Access
A comprehensive review of deep reinforcement learning applications from centralized power generation to modern energy internet frameworks
Renewable and Sustainable Energy Reviews·2025Open Access
Deep learning-based cross-device standardization of surface-enhanced Raman spectroscopy for enhanced bacterial recognition
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy·2025Open Access
A cascaded deep learning framework for simultaneous non-intrusive load and occupancy monitoring using multi-channel aggregated smart meter data
Journal of Building Engineering·2025· 1 citedOpen Access
Optimizing energy efficiency through precise occupancy detection: A tailored CNN architecture for smart buildings and beyond
Neural Computing and Applications·2025· 4 citedOpen Access
Adaptive Appliance-Level Anomaly Detection Using Regularization and Replay Continual Learning Methods
2025Open Access
Tensor-driven face recognition: Integrating super-resolution and multilinear subspace learning for low-resolution images
Information Fusion·2025· 1 cited
Rapid wall shear stress prediction for aortic aneurysms using deep learning: a fast alternative to CFD
Medical & Biological Engineering & Computing·2025· 3 citedOpen Access
Machine learning for predicting outcomes of transcatheter aortic valve implantation: A systematic review
International Journal of Medical Informatics·2025· 5 citedOpen Access
Continual learning for energy management systems: A review of methods and applications, and a case study
Applied Energy·2025· 10 citedOpen Access
Multimodal feature fusion and ensemble learning for non-intrusive occupancy monitoring using smart meters
Building and Environment·2025· 7 citedOpen Access
ViTs as backbones: Leveraging vision transformers for feature extraction
Information Fusion·2025· 26 cited
Deploying Large AI Models on Micro-electronics with RISC-V: Federated Learning for Energy Monitoring and Robotics
Lecture notes in networks and systems·2025
List of Contributors
Elsevier eBooks·2025
Machine learning: a better means for metal waste to reprocess
Elsevier eBooks·2025
Machine learning for sustainable development in electronics
Elsevier eBooks·2025· 1 cited
Navigating the Edge: A Comprehensive Comparison of Machine Learning Algorithms on Prominent Edge Platforms
Communications in computer and information science·2025
3D foot kinetics estimation from distributed vGRF from smart insoles via 1D domain transformation
IEEE Journal of Biomedical and Health Informatics·2025
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Frequent Co-authors

Abbes Amira(41), Yassine Himeur(26), Abdullah Alsalemi(22), George Dimitrakopoulos(13), Iraklis Varlamis(10), Xiaojun Zhai(10), Christos Sardianos(9), Sarada Prasad Dakua(7), Hamza Djelouat(6), Aya Nabil Sayed(5), Julien Abinahed(5), Ayman Al‐Kababji(4), Christos Chronis(4), Mohammed Al Disi(3), Guillaume Alinier(3), Mariam Elnour(2), Fodil Fadli(2), Nader Meskin(2), Ioan Petri(2), Yacine Rezgui(2)