| 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 | 547 | 2021 |
| 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, 1-93, 2023 | 308 | 2023 |
| 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 | 159 | 2021 |
| MLP neural network based gas classification system on Zynq SoC X Zhai, AAS Ali, A Amira, F Bensaali IEEE Access 4, 8138-8146, 2016 | 133 | 2016 |
| 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 | 125 | 2020 |
| 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 | 114 | 2022 |
| 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, 2021 | 114 | 2021 |
| 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 | 114 | 2020 |
| 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 | 110 | 2022 |
| Building power consumption datasets: Survey, taxonomy and future directions Y Himeur, A Alsalemi, F Bensaali, A Amira Energy and Buildings 227, 110404, 2020 | 103 | 2020 |
| 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 | 101 | 2021 |
| 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 | 97 | 2022 |
| 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 | 96 | 2022 |
| Novel approach to non-invasive blood glucose monitoring based on transmittance and refraction of visible laser light H Ali, F Bensaali, F Jaber IEEE access 5, 9163-9174, 2017 | 96 | 2017 |
| An empirical study for PCA-and LDA-based feature reduction for gas identification MA Akbar, AAS Ali, A Amira, F Bensaali, M Benammar, M Hassan, ... IEEE Sensors Journal 16 (14), 5734-5746, 2016 | 92 | 2016 |
| 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 | 89 | 2020 |
| Deep transfer learning for automatic speech recognition: Towards better generalization H Kheddar, Y Himeur, S Al-Maadeed, A Amira, F Bensaali Knowledge-Based Systems 277, 110851, 2023 | 83 | 2023 |
| Compressive sensing-based IoT applications: A review H Djelouat, A Amira, F Bensaali Journal of Sensor and Actuator Networks 7 (4), 45, 2018 | 81 | 2018 |
| The role of micro-moments: A survey of habitual behavior change and recommender systems for energy saving A Alsalemi, C Sardianos, F Bensaali, I Varlamis, A Amira, ... IEEE Systems Journal 13 (3), 3376-3387, 2019 | 76 | 2019 |
| 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 | 73 | 2022 |
