Articles

El Alaoui, D., Riffi, J., Sabri, A., Aghoutane, B., Yahyaouy, A., & Tairi, H. (2025). A Novel session-based recommendation system using capsule graph neural network. Neural Networks, 107176. https://doi.org/10.1016/j.neunet.2025.107176

Benabou, A., Touhami, F., & Abdelouahed Sabri, M. (2025). Predicting Employee Turnover Using Machine Learning Techniques. Acta Informatica Pragensia. http://dx.doi.org/10.18267/j.aip.255

DAOUD, M., & Sabri, A. (2024). Implementing Automatic Microservices Detection in Business Processes Using Association Rules. Statistics, Optimization & Information Computing. https://doi.org/10.19139/soic-2310-5070-2071

El Alaoui, D., Riffi, J., Sabri, A. et al. Social recommendation system based on heterogeneous graph attention networks. Int J Data Sci Anal (2024). https://doi.org/10.1007/s41060-024-00698-4

El Alaoui, D., Riffi, J., Sabri, A., Aghoutane, B., Yahyaouy, A., & Tairi, H. (2024). Comparative Study of Filtering Methods for Scientific Research Article Recommendations. Big Data and Cognitive Computing, 8(12), 190. https://doi.org/10.3390/bdcc8120190

D. El Alaoui, J. Riffi, A. Sabri, B. Aghoutane, A. Yahyaouy and H. Tairi, "Contextual Recommendations: Dynamic Graph Attention Networks With Edge Adaptation," in IEEE Access, vol. 12, pp. 151019-151029, 2024, doi: 10.1109/ACCESS.2024.3477956.

Lamouik, I., Ameur, C., Yahyaouy, A., & Sabri, A. (2024). Collaborative Autonomous Overtaking System for Mixed Traffic Environments. Transportation Research Record, 0(0). https://doi.org/10.1177/03611981241279305

Ennaji, A., Sabri, M.A. & Aarab, A. Ensemble learning with weighted voting classifier for melanoma diagnosis. Multimed Tools Appl (2024). https://doi.org/10.1007/s11042-024-19143-6

Sabri, M.A., Ennouni, A. & Aarab, A. An effective facial spoofing detection approach based on weighted deep ensemble learning. SIViP 18, 935–942 (2024). https://doi.org/10.1007/s11760-023-02818-2

Mbarek, A., Jiber, M., Yahyaouy, A., & Sabri, A. (2024). Accident black spots identification based on association rule mining. Bulletin of Electrical Engineering and Informatics, 13(3), 2075-2085. DOI: https://doi.org/10.11591/eei.v13i3.6135

Hicham Aberbach, Abdelouahed Sabri, and Raja Marappan, "An Automatic Recommendation Process to Generate Learning Paths Based on Learner Preferences," International Journal of Information and Education Technology vol. 13, no. 10, pp. 1549-1555, 2023. doi: https://doi.org/10.18178/ijiet.2023.13.10.1961

Ennaji, A., Khoukhi, H.E., Sabri, M.A. et al. Malignant melanoma detection using multi-scale image decomposition and a new ensemble-learning scheme. Multimed Tools Appl 83, 21213–21228 (2024). https://doi.org/10.1007/s11042-023-16391-w

Imad Lamouik, Ali Yahyaouy, Sabri Abdelouahed. (2023). Distributed multi-cluster dynamic Q-routing for large size traffic grids. International Journal of Cloud Computing. Volume 12, Issue 2-4, Pages 340 - 3532023. https://doi.org/10.1504/IJCC.2023.130907

S. Balakrishnan, Tamilarasi Suresh, Raja Marappan, R Venkatesan, Abdelouahed Sabri, (2023). New hybrid decentralized evolutionary approach for DIMACS challenge graph coloring & wireless network instances, International Journal of Cognitive Computing in Engineering, Volume 4, 2023, Pages 259-265, ISSN 2666-3074, https://doi.org/10.1016/j.ijcce.2023.07.002.

Elmanaa, Imane, My Abdelouahed Sabri, Yassine Abouch, and Abdellah Aarab. (2023). Efficient Roundabout Supervision: Real-Time Vehicle Detection and Tracking on Nvidia Jetson Nano. Applied Sciences 13, no. 13: 7416. https://doi.org/10.3390/app13137416

Arrazaki, M., Sabri, A., Zohry, M., & Zougari, T. (2023). Adaptive image watermarking using bidimensional empirical mode decomposition. Bulletin of Electrical Engineering and Informatics, 12(5), 2955-2963. doi: 10.11591/eei.v12i5.4688. https://doi.org/10.11591/eei.v12i5.4688

Mbarek, Abdelilah, Mouna Jiber, Ali Yahyaouy, and Abdelouahed Sabri. (2023). Black Spots Identification on Rural Roads Based on Extreme Learning Machine. International Journal of Electrical and Computer Engineering (IJECE) 13, no. 3 (n.d.): 3149. doi:10.11591/IJECE.V13I3.PP3149-3160. http://doi.org/10.11591/ijece.v13i3.pp3149-3160

Lamouik, I., Yahyaouy, A., & Sabri, M. A. (2023). Model Predictive Control for Full Autonomous Vehicle Overtaking. Transportation Research Record, 2677(5), 1193-1207. https://doi.org/10.1177/03611981221141432

El Manaa, I., Benjelloun, F., Sabri, M.A., Yahyaouy, A. and Aarab, A. (2023) ‘Autonomous approach for moving object detection and classification in road applications’, Int. J. Computer Aided Engineering and Technology, Vol. 18, Nos. 1/2/3, pp.211–223. https://doi.org/10.1504/IJCAET.2023.10041297

El Alaoui, D., Riffi, J., Sabri, A. et al. Deep GraphSAGE-based recommendation system: jumping knowledge connections with ordinal aggregation network. Neural Comput & Applic 34, 11679–11690 (2022). https://doi.org/10.1007/s00521-022-07059-x

Chahinaze Ameur, Sanaa Faquir, Ali Yahyaouy, Sabri Abdelouahed (2022). Enhancing hybrid renewable energy performance through deep Q-learning networks improved by fuzzy reward control. International Journal of Electrical and Computer Engineering (IJECE). Vol 12, No 4. p-ISSN 2088-8708, e-ISSN 2722-2578. http://doi.org/10.11591/ijece.v12i4.pp%25p

El Khoukhi, H., Filali, Y., Sabri, M. A., & Aarab, A. (2022). Design of Convolutional Neural Network Based on FPGA. Journal: WSEAS TRANSACTIONS ON SIGNAL PROCESSING, 37-44.

Ennouni, A., Sihamman, N. O., Sabri, M. A. & Aarab, A. (2021). A Weighted Voting Deep Learning Approach for Plant Disease Classification. Journal of Computer Science, 17(12), 1172-1185. https://doi.org/10.3844/jcssp.2021.1172.1185.

Sabri M.A., Filali Y., Fathi S., Aarab A. (2021). Detection, Analysis and Classification of Skin Lesions: Challenges and Opportunities. In: Gherabi N., Kacprzyk J. (eds) Intelligent Systems in Big Data, Semantic Web and Machine Learning. Advances in Intelligent Systems and Computing, vol 1344. Springer, Cham. ISBN: 978-3-030-72588-4. https://doi.org/10.1007/978-3-030-72588-4_14

Ennouni A., Sabri M.A., Aarab A. (2021) Plant Diseases Detection and Classification Based on Image Processing and Machine Learning. In: Gherabi N., Kacprzyk J. (eds) Intelligent Systems in Big Data, Semantic Web and Machine Learning. Advances in Intelligent Systems and Computing, vol 1344. Springer, Cham. ISBN: 978-3-030-72588-4. https://doi.org/10.1007/978-3-030-72588-4_20

Ennouni, A., Sihamman, N. O., Sabri, M. A. & Aarab, A. (2021). Early Detection and Classification Approach for Plant Diseases based on MultiScale Image Decomposition. Journal of Computer Science, 17(3), 284-295. https://doi.org/10.3844/jcssp.2021.284.295

Aberbach, H., Jeghal, A., Sabri, A., Tairi, H. & Laaouina, L. (2021). A Personalized Learning Approach based on Learning Speed. Journal of Computer Science, 17(3), 242-250. https://doi.org/10.3844/jcssp.2021.242.250

K. A. Fararni, F. Nafis, B. Aghoutane, A. Yahyaouy, J. Riffi and A. Sabri, "Hybrid recommender system for tourism based on big data and AI: A conceptual framework," in Big Data Mining and Analytics, vol. 4, no. 1, pp. 47-55, March 2021, https://doi.org/10.26599/BDMA.2020.9020015.

Al Fararni, K., Aghoutane, B., Yahyaouy, A., Riffi, J., & Sabri, A. (2021). Tourism recommender systems: an overview. International Journal of Cloud Computing (IJCC), 10(5/6), 603-612. DOI: 10.1504/IJCC.2021.120397. https://dx.doi.org/10.1504/IJCC.2021.120397

Khoukhi, H.E., Filali, Y., Sabri, M.A., Aarab, A. (2020). Design and implementation of content-based image retrieval on fpga card. International Journal of Advanced Trends in Computer Science and Engineering, 9 (5), pp. 8085-8093. https://10.0.119.70/ijatcse/2020/169952020. 

Jiber, M.; Mbarek, A.; Yahyaouy, A.; Sabri, M.A.; Boumhidi, J. Road Traffic Prediction Model Using Extreme Learning Machine: The Case Study of Tangier, Morocco. Information 2020, 11, 542. https://doi.org/10.3390/info11120542. 

Filali, Y., EL Khoukhi, H., Sabri, M.A. et Aarab, A. Efficient fusion of handcrafted and pre-trained CNNs features to classify melanoma skin cancer. MULTIMEDIA TOOLS AND APPLICATIONS (2020). https://doi.org/10.1007/s11042-020-09637-4

Youssef Filali, My Abdelouahed Sabri and Abdellah Aarab. (2020) Efficient skin cancer diagnosis based on deep learning approach using lesions skeleton. International Journal of Cloud Computing 2021 10:5-6, 565-578. Vol. 10, No. 5-6 . DOI: 10.1504/IJCC.2021.120395.   Published Online: 10 Jan 2022. http://dx.doi.org/10.1504/IJCC.2021.120395

Ibrahim K., Filali Y., Sabri M.A., Aarab A. (2021) Embedded Skin Cancer Detection and Classification on Raspberry Pi. In: Masrour T., El Hassani I., Cherrafi A. (eds) Artificial Intelligence and Industrial Applications. A2IA 2020. Lecture Notes in Networks and Systems, vol 144. Springer, Cham. https://doi.org/10.1007/978-3-030-53970-2_28

El kah S., Aqel S., Sabri A., Aarab A. (2020) Region-Based Background Modeling and Subtraction Method Using Textural Features. In: Bhateja V., Satapathy S., Satori H. (eds) Embedded Systems and Artificial Intelligence. Advances in Intelligent Systems and Computing, vol 1076. Springer, Singapore. https://doi.org/10.1007/978-981-15-0947-6_51

Al Fararni K., Aghoutane B., Riffi J., Sabri A., Yahyaouy A. (2020) Comparative Study on Approaches of Recommendation Systems. In: Bhateja V., Satapathy S., Satori H. (eds) Embedded Systems and Artificial Intelligence. Advances in Intelligent Systems and Computing, vol 1076. Springer, Singapore. https://doi.org/10.1007/978-981-15-0947-6_72

Filali Y., Sabri M.A., Aarab A. (2020) Improving Skin Cancer Classification Based on Features Fusion and Selection. In: Bhateja V., Satapathy S., Satori H. (eds) Embedded Systems and Artificial Intelligence. Advances in Intelligent Systems and Computing, vol 1076. Springer, Singapore. https://doi.org/10.1007/978-981-15-0947-6_36

El Khoukhi H., Idriss F.M., Yahyaouy A., Sabri M.A. (2020) An Efficiency Study of Adaptive Median Filtering for Image Denoising, Based on a Hardware Implementation. In: Bhateja V., Satapathy S., Satori H. (eds) Embedded Systems and Artificial Intelligence. Advances in Intelligent Systems and Computing, vol 1076. Springer, Singapore. https://doi.org/10.1007/978-981-15-0947-6_9

Youssef Filali, Hasnae El Khoukhi, My Abdelouahed Sabri, Ali Yahyaouy and Abdellah Aarab. "New and Efficient Features for Skin Lesion Classification based on Skeletonization". Journal of Computer Science. DOI: 10.3844/jcssp.2019.1225.1236. Septembre 2019, Volume 15, Issue 9. pp 1225.1236. (Link)

Youssef Filali, My Abdelouahed Sabri and Abdellah Aarab. "An Improved Segmentation Approach for Skin Lesion Classification". Statistics, Optimization & Information Computing. DOI: 10.19139/soic.v7i2.533. May 2019, Volume 7, Numéro 2, pp 456-467. (link)

My Abdelouahed Sabri, Siham Aqel and Abdellah Aarab. "A Multiscale based Approach for Automatic Shadow Detection and Removal in Natural Images". Multimedia Tools and Applications. DOI: 10.1007/s11042-018-6678-x. May 2019, Volume 78, Issue 9, pp 11263–11275. (Link)

Filali, Y., Ennouni, A., Sabri, M.A., Aarab, A. "Skin lesion segmentation and classification based on an improved multi-scale approach". International Journal of Biology and Biomedical Engineering. Volume 13, Pages 82 - 91. 2019. ISSN: 1998-4510. (Link)

Aberbach Hicham, Abdelouahed Sabri, Adil Jeghal, Hamid Tairi. “A Comparative Study between Operating Systems (Os) for the Internet of Things (IoT)”. Transactions on Machine Learning and Artificial Intelligence Vol 5, N 4. 2017. (Link)

S Aqel, MA Sabri, A Aarab. “Simple and efficient approach for shadow removal from a single-image”. International Journal of Imaging and Robotics™ Volume: 16. Issue: 4. Pages: 100-106. 2016. (Link)

S Aqel, MA Sabri, A Aarab. “Background modeling algorithm based on transitions intensities”. International Review on Computers and Software (IRECOS). Volume: 10. Issue: 4. Pages: 387-392. 2015. (Link)

FB Arfia, A Sabri, MB Messaoud, M Abid. “The reduction in computation time in the color image decomposition with the Bidimensional Empirical Mode Decomposition approach”. International Journal of Computer Science, Engineering and Information. DOI: 10.5121/ijcseit.2012.2201. Volume: 2. Issue: 2. Pages: 10-15. 2012. (Link)

S. Senhaji, A. Sabri, A. Aarab. “A new and robust image watermarking technique based on the Partial Differential Equations” International Journal on Communications Antenna and Propagation. Volume: 1. Issue: 4. Pages: 330-334. 2011 

A. Sabri, S. Senhaji, A. Aarab. “Accelerating the BEMD by reducing the Number of Extrema Points to Interpolate in the SP”. International Review on Computers and Software. Volume: 6. Issue: 2. Pages: 264-268. 2011

A Sabri, M Karoud, H Tairi, A Aarab. “A Robust Image Watermarking Based on the Empirical Mode Decomposition”. International Review on Computers & Software. Volume: 4. Issue: 3. Pages: 40-46. 2009

A Sabri, M Karoud, H Tairi, A Aarab. “Fast bidimensional empirical mode decomposition based on an adaptive block partitioning”. International Journal of Computer Science and Network Security. Volume: 8. Issue: 11. Pages: 357-363. 2008

M Karoud, M Sabri , A Aarab. “Block image analysis using empirical mode decomposition”. WSEAS Transactions on Computers. Volume: 5. Issue: 12. Pages: 2903-2910. 2006

A Sabri, M Karoud, H Tairi, A Aarab. “An efficient image retrieval approach based on spatial correlation of the extrema points of the IMFs”. International Review on Computer and Software (I. RE. CO. S). Volume: 3. Issue: 3. Pages: 597-604. 2008