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Yassine Himeur, PhD, SMIEEE
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Artificial intelligence based anomaly detection of energy consumption in buildings: A review, current trends and new perspectives
Y Himeur, K Ghanem, A Alsalemi, F Bensaali, A Amira
Applied Energy 287, 116601, 2021
5552021
AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives
Y Himeur, M Elnour, F Fadli, N Meskin, I Petri, Y Rezgui, F Bensaali, ...
Artificial Intelligence Review 56 (6), 4929-5021, 2023
3092023
Decoding ChatGPT: a taxonomy of existing research, current challenges, and possible future directions
SS Sohail, F Farhat, Y Himeur, M Nadeem, DØ Madsen, Y Singh, S Atalla, ...
Journal of King Saud University-Computer and Information Sciences, 101675, 2023
1822023
A survey of recommender systems for energy efficiency in buildings: Principles, challenges and prospects
Y Himeur, A Alsalemi, A Al-Kababji, F Bensaali, A Amira, C Sardianos, ...
Information Fusion 72, 1-21, 2021
1592021
A comprehensive review of recent research trends on unmanned aerial vehicles (uavs)
K Telli, O Kraa, Y Himeur, A Ouamane, M Boumehraz, S Atalla, ...
Systems 11 (8), 400, 2023
1512023
Using artificial intelligence and data fusion for environmental monitoring: A review and future perspectives
Y Himeur, B Rimal, A Tiwary, A Amira
Information Fusion 86, 44-75, 2022
1442022
A novel approach for detecting anomalous energy consumption based on micro-moments and deep neural networks
Y Himeur, A Alsalemi, F Bensaali, A Amira
Cognitive Computation 12 (6), 1381-1401, 2020
1262020
The emergence of explainability of intelligent systems: Delivering explainable and personalized recommendations for energy efficiency
C Sardianos, I Varlamis, C Chronis, G Dimitrakopoulos, A Alsalemi, ...
International Journal of Intelligent Systems 36 (2), 656-680, 2021
1152021
Robust event-based non-intrusive appliance recognition using multi-scale wavelet packet tree and ensemble bagging tree
Y Himeur, A Alsalemi, F Bensaali, A Amira
Applied Energy 267, 114877, 2020
1142020
Latest trends of security and privacy in recommender systems: a comprehensive review and future perspectives
Y Himeur, SS Sohail, F Bensaali, A Amira, M Alazab
Computers & Security 118, 102746, 2022
1132022
Blockchain-based recommender systems: Applications, challenges and future opportunities
Y Himeur, A Sayed, A Alsalemi, F Bensaali, A Amira, I Varlamis, M Eirinaki, ...
Computer Science Review 43, 100439, 2022
1112022
Building power consumption datasets: Survey, taxonomy and future directions
Y Himeur, A Alsalemi, F Bensaali, A Amira
Energy and Buildings 227, 110404, 2020
1032020
Smart power consumption abnormality detection in buildings using micromoments and improved K‐nearest neighbors
Y Himeur, A Alsalemi, F Bensaali, A Amira
International Journal of Intelligent Systems, 2021
1022021
Performance and energy optimization of building automation and management systems: Towards smart sustainable carbon-neutral sports facilities
M Elnour, F Fadli, Y Himeur, I Petri, Y Rezgui, N Meskin, AM Ahmad
Renewable and Sustainable Energy Reviews 162, 112401, 2022
1012022
Deep and transfer learning for building occupancy detection: A review and comparative analysis
AN Sayed, Y Himeur, F Bensaali
Engineering applications of artificial intelligence 115, 105254, 2022
972022
Next-generation energy systems for sustainable smart cities: Roles of transfer learning
Y Himeur, M Elnour, F Fadli, N Meskin, I Petri, Y Rezgui, F Bensaali, ...
Sustainable Cities and Society 85, 104059, 2022
972022
Neural network-based model predictive control system for optimizing building automation and management systems of sports facilities
M Elnour, Y Himeur, F Fadli, H Mohammedsherif, N Meskin, AM Ahmad, ...
Applied Energy 318, 119153, 2022
942022
An innovative deep anomaly detection of building energy consumption using energy time-series images
A Copiaco, Y Himeur, A Amira, W Mansoor, F Fadli, S Atalla, SS Sohail
Engineering Applications of Artificial Intelligence 119, 105775, 2023
912023
Data fusion strategies for energy efficiency in buildings: Overview, challenges and novel orientations
Y Himeur, A Alsalemi, A Al-Kababji, F Bensaali, A Amira
Information Fusion 64, 99-120, 2020
892020
Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization
Y Himeur, S Al-Maadeed, H Kheddar, N Al-Maadeed, K Abualsaud, ...
Engineering Applications of Artificial Intelligence 119, 105698, 2023
842023
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