On the use of IoT and big data technologies for real-time monitoring and data processing YN Malek, A Kharbouch, H El Khoukhi, M Bakhouya, V De Florio, ... Procedia computer science 113, 429-434, 2017 | 119 | 2017 |
Multivariate deep learning approach for electric vehicle speed forecasting YN Malek, M Najib, M Bakhouya, M Essaaidi Big Data Mining and Analytics 4 (1), 56-64, 2021 | 99 | 2021 |
Online battery state-of-charge estimation methods in micro-grid systems S Boulmrharj, R Ouladsine, Y NaitMalek, M Bakhouya, K Zine-dine, ... Journal of Energy Storage 30, 101518, 2020 | 60 | 2020 |
Towards a real-time occupancy detection approach for smart buildings H Elkhoukhi, Y NaitMalek, A Berouine, M Bakhouya, D Elouadghiri, ... Procedia computer science 134, 114-120, 2018 | 57 | 2018 |
An energy management platform for micro-grid systems using Internet of Things and Big-data technologies A Elmouatamid, Y NaitMalek, M Bakhouya, R Ouladsine, N Elkamoun, ... Proceedings of the Institution of Mechanical Engineers, Part I: Journal of …, 2019 | 49 | 2019 |
A comparative study of predictive approaches for load forecasting in smart buildings S Hadri, Y Naitmalek, M Najib, M Bakhouya, Y Fakhri, M Elaroussi Procedia Computer Science 160, 173-180, 2019 | 47 | 2019 |
Towards a context-driven platform using IoT and big data technologies for energy efficient buildings M Bakhouya, Y NaitMalek, A Elmouatamid, F Lachhab, A Berouine, ... 2017 3rd international conference of cloud computing technologies and …, 2017 | 44 | 2017 |
A smart metering platform using big data and IoT technologies A Berouine, F Lachhab, YN Malek, M Bakhouya, R Ouladsine 2017 3rd International conference of cloud computing technologies and …, 2017 | 37 | 2017 |
A prediction model of electric vehicle charging requests A Nait-Sidi-Moh, A Ruzmetov, M Bakhouya, Y Naitmalek, J Gaber Procedia Computer Science 141, 127-134, 2018 | 29 | 2018 |
A platform architecture for occupancy detection using stream processing and machine learning approaches H Elkhoukhi, Y NaitMalek, M Bakhouya, A Berouine, A Kharbouch, ... Concurrency and Computation: Practice and Experience 32 (17), e5651, 2020 | 27 | 2020 |
IoT and big data technologies for monitoring and processing real-time healthcare data A Kharbouch, Y Naitmalek, H Elkhoukhi, M Bakhouya, V De Florio, ... International Journal of Distributed Systems and Technologies (IJDST) 10 (4 …, 2019 | 17 | 2019 |
Towards a battery characterization methodology for performance evaluation of micro-grid systems S Boulmrharj, Y NaitMalek, A El Mouatamid, R Ouladsine, M Bakhouya, ... 2018 International Conference on Smart Energy Systems and Technologies (SEST …, 2018 | 17 | 2018 |
Forecasting the state-of-charge of batteries in micro-grid systems Y Naitmalek, M Najib, M Bakhouya, M Essaaidi 2019 4th world conference on complex systems (WCCS), 1-6, 2019 | 16 | 2019 |
A fuzzy logic-based approach for HVAC systems control A Berouine, E Akssas, Y Naitmalek, F Lachhab, M Bakhouya, ... 2019 6th international conference on control, decision and information …, 2019 | 15 | 2019 |
Battery characterization and dimensioning approaches for micro-grid systems S Boulmrharj, Y NaitMalek, A Elmouatamid, M Bakhouya, R Ouladsine, ... Energies 12 (7), 1305, 2019 | 15 | 2019 |
Towards an IoT and big data analytics platform for the definition of diabetes telecare services A Kharbouch, H El Khoukhi, Y Nait Malek, M Bakhouya, V De Florio, ... Smart application and data analysis for smart cities (SADASC'18), 2018 | 14 | 2018 |
On the use of machine learning for state-of-charge forecasting in electric vehicles Y NaitMalek, M Najib, M Bakhouya, M Essaaidi 2019 IEEE international smart cities conference (ISC2), 408-413, 2019 | 13 | 2019 |
Towards a Demand/Response Control Approach for Micro-grid Systems A Elmouatamid, Y NaitMalek, R Ouladsine, M Bakhouya, N Elkamoun, ... 2018 5th International Conference on Control, Decision and Information …, 2018 | 13 | 2018 |
A microgrid system infrastructure implementing IoT/Big-Data technologies for efficient energy management in buildings A Elmouatamid, Y Naitmalek, R Ouladsine, M Bakhouya, N El kamoun, ... Advanced Technologies for Solar Photovoltaics Energy Systems, 571-600, 2021 | 12 | 2021 |
Approach for dimensioning stand-alone photovoltaic systems S Boulmrharj, Y NaitMalek, A Elmouatamid, M Bakhouya, R Ouladsine, ... Energy Procedia 153, 56-61, 2018 | 12 | 2018 |