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Yassine Himeur, PhD, SMIEEE
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Year
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
3582021
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
1132021
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, 1381-1401, 2020
952020
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
922023
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
912020
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
782021
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
772021
Building power consumption datasets: Survey, taxonomy and future directions
Y Himeur, A Alsalemi, F Bensaali, A Amira
Energy and Buildings 227, 110404, 2020
752020
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
722022
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
702020
A robust and secure key-frames based video watermarking system using chaotic encryption
Y Himeur, A Boukabou
Multimedia Tools and Applications 77, 8603-8627, 2018
622018
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
612022
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
602022
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, 104059, 2022
592022
Achieving domestic energy efficiency using micro-moments and intelligent recommendations
A Alsalemi, Y Himeur, F Bensaali, A Amira, C Sardianos, I Varlamis, ...
IEEE Access 8, 15047-15055, 2020
572020
Recent trends of smart nonintrusive load monitoring in buildings: A review, open challenges, and future directions
Y Himeur, A Alsalemi, F Bensaali, A Amira, A Al‐Kababji
International Journal of Intelligent Systems, 2022
542022
REHAB-C: Recommendations for Energy HABits Change
C Sardianos, I Varlamis, G Dimitrakopoulos, D Anagnostopoulos, ...
Future Generation Computer Systems 112, 394 - 407, 2020
542020
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
522022
Effective non-intrusive load monitoring of buildings based on a novel multi-descriptor fusion with dimensionality reduction
Y Himeur, A Alsalemi, F Bensaali, A Amira
Applied Energy 279, 115872, 2020
522020
Decoding ChatGPT: a taxonomy of existing research, current challenges, and possible future directions
SS Sohail, F Farhat, Y Himeur, M Nadeem, Dě Madsen, Y Singh, S Atalla, ...
Journal of King Saud University-Computer and Information Sciences, 101675, 2023
512023
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