Domaines de recherche
Computer Vision
Machine Learning
Big Data Analytics
Internet of Things (IoT)
Pattern Recognition
Wireless Sensor Networks (WSN)
Feature Extraction and Selection
Artificial Intelligence
Publications importantes
List of publications
Journals
1. Y. Ledmaoui, A. El Maghraoui, M. El Aroussi, R. Saadane, "Enhanced Fault Detection in Photovoltaic Panels Using CNN-Based Classification with PyQt5 Implementation," Sensors, vol. 24, no. 22, pp. 7407, 2024, MDPI.
2. I. A. Abdelmoula, H. Oufettoul, N. Lamrini, S. Motahhir, A. Mehdary, M. El Aroussi, "Federated learning for solar energy applications: A case study on real-time fault detection," Solar Energy, vol. 282, pp. 112942, 2024, Pergamon.
3. Y. Ledmaoui, A. El Fahli, A. El Maghraoui, A. Hamdouchi, M. El Aroussi, R. Saadane, A. Chebak, "Enhancing Solar Power Efficiency: Smart Metering and ANN-Based Production Forecasting," Computers, vol. 13, no. 9, pp. 235, 2024, MDPI.
4. H. Zoubir, M. Rguig, M. El Aroussi, R. Saadane, A. Chehri, "Pixel-level concrete bridge crack detection using Convolutional Neural Networks, gabor filters, and attention mechanisms," Engineering Structures, vol. 314, pp. 118343, 2024, Elsevier.
5. Y. Ledmaoui, A. El Fahli, A. Chehri, A. Elmaghraoui, M. El Aroussi, R. Saadane, "Monitoring solar energy production based on internet of things with artificial neural networks forecasting," Procedia Computer Science, vol. 225, pp. 88-97, 2023, Elsevier.
6. I. A. Abdelmoula, S. I. Kaitouni, N. Lamrini, M. Jbene, A. Ghennioui, A. Mehdary, M. El Aroussi, "Towards a sustainable edge computing framework for condition monitoring in decentralized photovoltaic systems," Heliyon, vol. 9, no. 11, 2023, Elsevier.
7. M. T. Fadel, M. Rguig, M. El Aroussi, R. Saadane, "Reliability-based assessment of a masonry arch bridge considering random stereotomy," Practice Periodical on Structural Design and Construction, vol. 28, no. 4, 04023046, 2023, American Society of Civil Engineers.
8. Y. Ledmaoui, A. El Maghraoui, M. El Aroussi, R. Saadane, A. Chebak, A. Chehri, "Forecasting solar energy production: A comparative study of machine learning algorithms," Energy Reports, vol. 10, pp. 1004-1012, 2023, Elsevier.
9. H. Zoubir, M. Rguig, M. El Aroussi, A. Chehri, R. Saadane, "Concrete bridge crack image classification using histograms of oriented gradients, uniform local binary patterns, and kernel principal component analysis," Electronics, vol. 11, no. 20, pp. 3357, 2022, MDPI.
10. H. Zoubir, M. Rguig, M. El Aroussi, A. Chehri, R. Saadane, G. Jeon, "Concrete bridge defects identification and localization based on classification deep convolutional neural networks and transfer learning," Remote sensing, vol. 14, no. 19, pp. 4882, 2022, MDPI.
11. I. A. Abdelmoula, S. Elhamaoui, O. Elalani, A. Ghennioui, M. El Aroussi, "A photovoltaic power prediction approach enhanced by feature engineering and stacked machine learning model," Energy Reports, vol. 8, pp. 1288-1300, 2022, Elsevier.
12. A. Fadili, M. El Aroussi, Y. Fakhri, "A one-stage modified Tiny-YOLOv3 method for Real time Moroccan license plate recognition," International Journal of Computer Science and Information Security (IJCSIS), vol. 19, no. 7, 2021.
13. A. Saouli, S. El Margae, M. El Aroussi, Y. Fakhri, "Real-Time Traffic Sign Recognition based AI Edge computing," International Journal of Computer Science and Information Security (IJCSIS), vol. 19, no. 7, 2021.
14. I. Amezzane, Y. Fakhri, M. El Aroussi, and M. Bakhouya, "Towards an efficient implementation of human activity recognition for mobile devices," EAI Endorsed Transactions on Context-aware Systems and Applications, vol. 4, no. 13, 2018.
15. Ilham Amezzane, Youssef Fakhri, Mohamed El Aroussi, Mohamed Bakhouya: Towards an Efficient Implementation of Human Activity Recognition for Mobile Devices. EAI Endorsed Trans. Context-aware Syst. & Appl. 4(13): e3 (2018)
16. R El Ghorfi, M El Aroussi, M Ouadou, D Aboutajdine
17. Valuating IT Governance Strategies With Real Options in a Decision Making Framework, International Journal of Information Systems in the Service Sector (IJISSS 2018)
18. R El Ghorfi, M El Aroussi, M Ouadou, D Aboutajdine
19. International Journal of Management and Decision Making 16 (3), 196-223 2017
20. Addioui, A., Benabbou, F., El Filali, S., El Aroussi, M., "Breast cancer mammography diagnosis approach using dual tree complex wavelet transform and artificial neural networks", International Journal of Imaging and Robotics, Vol. 16, No. 4, pp. 62-68, 2016.
21. Jamali, K., El Aroussi, M., El Hossaini, A. E. A., Mbarki, S., Wahbi, M., "Robust Content-Based Digital Image Watermarking Scheme in Steerable Pyramid Domain", Computer and Information Science, Vol. 9, No. 2, 2016.
22. Fakhar, K., El Aroussi, M., Saidi, M. N., Aboutajdine, D., "Fuzzy pattern recognition-based approach to biometric score fusion problem", Fuzzy Sets and Systems, Vol. 305, pp. 149-159, 2016.
23. El Hossaini, A. E. A., El Aroussi, M., Jamali, K., Mbarki, S., Wahbi, M., "A New Robust Blind Copyright Protection Scheme Based on Visual Cryptography and Steerable Pyramid", IJ Network Security, Vol. 18, No. 2, pp. 250-262, 2016.
24. Elyassami, Y., Benjelloun, K., El Aroussi, M., "Bearing Fault Diagnosis and Classification Based on KDA and Alpha-Stable Fusion", Contemporary Engineering Sciences, Vol. 9, 2016, No. 10, 453 - 465 (2016).
25. Fakhar, K., El Aroussi, M., Saidi, M. N., Aboutajdine, D. "Applying the Upper Integral to the Biometric Score Fusion Problem in the Identification Model", Information, Vol. 6, No. 3, pp. 494-504, (2015).
26. Addioui, A., Benabbou, F., El Filali, S., El Aroussi, M., "Breast Cancer Diagnosis in Digital Mammogram Using Steerable Pyramid", International Review on Computers and Software (IRECOS), Vol. 10, No. 7, pp. 702-709, 2015.
27. El Hossaini, A. E. A., El Aroussi, M., Jamali, K., Mbarki, S., Wahbi, M., "A
28. New Robust Blind Watermarking Scheme Based on Steerable pyramid and DCT using Pearson product moment correlation ", JOURNAL OF COMPUTERS, Vol. 9, No. 10, pp. 2315-2327, 2014.
29. Jamali, K., El Aroussi, M., El Hossaini, A. E. A., Mbarki, S., Wahbi, M., "A
30. Robust Image Watermarking Scheme Using Steerable Pyramid Transform", International Review on Computers and Software (IRECOS), Vol. 9, No. 9, pp. 1750-1759, 2014.
31. Amraoui, M., El Aroussi, M., Saadane, R., WAHBI, M., "Finger-knuckleprint recognition based on local and global feature sets", Journal of Theoretical and Applied Information Technology, Vol. 46, No. 1, 2012.
32. Zytoune, O., El Aroussi, M., Aboutajdine, D., "An energy efficient clustering
33. protocol for routing in wireless sensor network", International Journal of Ad Hoc and Ubiquitous Computing, Vol. 7, No. 1, pp. 54-59, 2011.
34. El Aroussi, M., El Hassouni, M., Ghouzali, S., Rziza, M., Aboutajdine, D., "Local appearance based face recognition method using block based steerable pyramid transform ", Signal Processing, Vol. 91, No. 1, pp. 38-50, 2011.
35. El Aroussi, M., Ghouzali, S., El Hassouni, M., Rziza, M., Aboutajdine, D., "Multi-stage fusion of local and global features based classification for face recognition", International Journal of Tomography and Statistics, Vol. 14, No. 10, pp. 95-108, 2010.
36. Zytoune, O, El Aroussi, M., Aboutajdine, D., "A Uniform Balancing Energy Routing Protocol for Wireless Sensor Networks", WIRELESS PERSONAL COMMUNICATIONS, Vol. 55, No. 2, pp. 147-161, 2010
Conferences
1. H. Zoubir, M. Rguig, A. Chehri, M. El Aroussi, R. Saadane, "Leveraging Public Safety and Enhancing Crack Detection in Concrete Bridges using Deep Convolutional Neural Networks," 2024 IEEE World Forum on Public Safety Technology (WFPST), pp. 37-41, 2024, IEEE.
2. Y. Ledmaoui, A. El Fahli, A. Elmaghraoui, M. El Aroussi, R. Saadane, A. Chehri, "Machine learning techniques using the Rapid Miner tool for solar production forecasting," 2023 International Conference on Digital Age & Technological Advances for Sustainable Development (ICDATA), pp. 120-125, 2023, IEEE.
3. F. Aabadi, Y. B. Maissa, H. Dahmouni, A. Tamtaoui, M. El Aroussi, "Forecasting electrical power consumption based on a hybrid PSO-XGBoost Model," 2023 IEEE International Conference on Advances in Data-Driven Analytics And Intelligent Systems (ADACIS), pp. 1-6, 2023, IEEE.
4. A. Fadili, M. El Aroussi, Y. Fakhri, "Real-Time Moroccan License Plate Recognition Based on Improved Tiny-YOLOv3," International Conference on Advanced Intelligent Systems for Sustainable Development, pp. 600-612, 2020, Springer International Publishing Cham.
5. I. Amezzane, Y. Fakhri, M. El Aroussi, and M. Bakhouya, "GPU and data stream learning approaches for online smartphone-based human activity recognition," Proceedings of the 3rd International Conference on Smart City Applications, pp. 1-7, 2018.
6. I Amezzane, Y Fakhri, M El Aroussi, M Bakhouya
7. “Comparative Study of Batch and Stream Learning for Online Smartphone-based Human Activity Recognition”, The Proceedings of the Third International Conference on Smart City Applications pp 557-571, Springer, Cham 2018
8.
9. I Amezzane, Y Fakhri, M El Aroussi, M Bakhouya
10. “GPU and Data Stream Learning Approaches for Online Smartphone-based Human Activity Recognition”
11. Proceedings of the 3rd International Conference on Smart City Applications, pp 24, ACM 2018
12.
13. Saouli Aziza, El Aroussi Mohamed, Fakhri Youssef
14. “Traffic Sign Recognition Based On Multi-feature Fusion and ELM Classifier” Procedia Computer ScienceVolume 127, 2018, Pages 146-153
15. Addioui, A., Benabbou, F., El Filali, S., El Aroussi, M., "A comparison of multi-resolution and multi-orientation for breast cancer diagnosis in the fullfield digital mammogram ", In 27th International Conference on Microelectronics (ICM), IEEE, pp. 257-260, 2015.
16. Fakhar, K., El Aroussi, M., Saidi, M. N., Aboutajdine, D., "Biometric score fusion in identification model using the Choquet integral", In International Conference on Electrical and Information Technologies (ICEIT) IEEE, pp. 233-236, 2015.
17. Amraoui, M., Abouchabaka, J., El Aroussi, M., "Finger knuckle print recognition based on multi-instance fusion of local feature sets ", In International Conference on Multimedia Computing and Systems (ICMCS) IEEE, pp. 87-92, 2014
18. Chouri, B., Fabrice, M., Dandache, A., EL Aroussi, M., Saadane, R., "Bearing fault diagnosis based on alpha-stable distribution feature extraction and SVM classifier", In International Conference on Multimedia Computing and Systems (ICMCS) IEEE., pp. 1545-1550, 2014.
19. El Ghorfi, R., Ouadou, M., Aboutajdine, D., El Aroussi, M., "A Modeling Approach for IT Governance Basics Application on IT Projects and IT Goals " In 2nd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS) IEEE, pp. 211-216, 2014.
20. Abdessamad, E., Saadane, R., El Aroussi, M., Wahbi, M., Hamdoun, A.,
21. Spectrum sensing with an improved Energy detection, In International Conference on Multimedia Computing and Systems (ICMCS) IEEE, pp. 895-900, 2014
22. El Hossaini, A. E. A., El Aroussi, M., Jamali, K., Mbarki, S., Wahbi, M.,
23. "Hybrid watermarking algorithm based on singular value decomposition and Steerable Pyramid", In International Conference on Multimedia Computing and Systems (ICMCS), IEEE, pp. 1129-1133, 2014.
24. Jamali, K., El Aroussi, M., El Hossaini, A. E. A., Mbarki, S., Wahbi, M., "A new robust watermarking scheme based on steerable pyramid decomposition",
25. In International Conference on Multimedia Computing and Systems (ICMCS) IEEE, p. 265-269, 2014.
26. Sloukia, F., El Aroussi, M., Medromi, H., Wahbi, M., "Bearings prognostic using mixture of gaussians hidden markov model and support vector machine",
27. In International Conference on Computer Systems and Applications (AICCSA) ACS IEEE, pp. 1-4, 2014.
28. Tabaa, M., Diou, C., El Aroussi, M., Chouri, B., Dandache, A., "LOS and NLOS identification based on UWB stable distribution", In 25th International Conference on Microelectronics (ICM) IEEE, pp. 1-4, 2013.
29. Fakhar, K., El Aroussi, M., Saidi, M. N., Aboutajdine, D., "Score fusion in multibiometric identification based on fuzzy set theory", In International Conference on Image and Signal Processing, pp. 261-268, Springer Berlin Heidelberg, 2012.
30. Fakhar, K., El Aroussi, M., Saadane, R., Wahbi, M., Aboutajdine, D., "Fusion of face and iris features extraction based on steerable pyramid representation for multimodal biometrics", International Conference on Multimedia Computing and Systems -Proceedings, pp. 1-4, 2011.
31. Ghouzali, S., El Aroussi, M., El Hassouni, M., Rziza, M., Aboutajdine, D., "Statistical block-based skin detection", 5th International Symposium on I/V Communications and Mobile Networks, ISIVC’10, pp. 1-4, 2010.
32. El Aroussi, M., Wahbi, M., Fakhar, K., Aboutajdine, D., “Iris feature extraction based on steerable pyramid representation” 5th International Symposium on I/V Communications and Mobile Networks, ISIVC, pp. 1-4, 2010.
Projets actuels
CONVENTION ATTRIBUTIVE DE FINANCEMENT DU PROJET « loTUCM »
APPEL A PROJET « Green INNO-PROJECT 2018 »
LE 16 Avril 2019. NOTIFICATION PAR L’INSTITUT DE RECHERCHE EN ÉNERGIE SOLAIRE ET ÉNERGIES NOUVELLES, fondation à but non lucratif régie par le Dahir 1-58-376 du Joumada1 1378 (15 Novembre 1958) réglementant le droit d’association, dont le siège est situé au N°16, Rue Amir Sidi Mohamed, souissi, Rabat, Maroc, représentée par Monsieur Badr IKKEN, en sa qualité de Directeur Général de l’institut, dûment habilité, et en se référant à l’objet de la convention de partenariat entre l’Etat et l’Institut de Recherche en Energie Solaire et Energies Nouvelles, ci-après dénommée « IRESEN ».
A :- Institut National des Postes et Télécommunications (INPT)- Ecole Hassania des Travaux Publics (EHTP)- Moroccan Foundation for Advanced Science, Innovation & Reserarch (Fondation MAScIR)- Green Energy Park (GEP)-Benguerir- Société ATLAS SIGNAUX- Société NEXTRONIC