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ORCIDJamal Riffi
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2020 – today
- 2026
[j53]Hafsa Benallal
, Nadine Abdallah Saab, Jamal Riffi, Hamid Tairi:
Multi-Modal 3D Semantic Segmentation With Capsule-Weighted Knowledge Distillation. IEEE Access 14: 53818-53830 (2026)- [j52]Chafik Boulealam, Hajar Filali, Mohamed Adnane Mahraz, Hamid Tairi, Jamal Riffi:
Sugar beet detection using drone imagery. Array 30: 100952 (2026) - [j51]Deo Irankunda, Khalid El Fazazy, Hamid Tairi, Jamal Riffi:
A hybrid CNN-LSTM framework driven by XGBoost for real-time DDoS detection in industrial IoT. Discov. Internet Things 6(1): 92 (2026) - [j50]Khalid El Azhar, Ghizlane Hnini, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi, Jamal Riffi:
Deep Learning for IoT Security: Leveraging GNNs and Attention Networks. J. Netw. Syst. Manag. 34(3): 68 (2026) - 2025
- [j49]Oussama El Rhayati, Omar El Beqqali, Hamid Tairi, Mohamed Lamrini, Jamal Riffi:
Malware Detection Using Cuckoo Sandbox Report Features as Human Readable Description and the BERT Model. IEEE Access 13: 191406-191414 (2025) - [j48]Ilyasse Aboussaleh, Jamal Riffi, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi:
3D-SELTML: stacking ensemble learning based on transformer meta-learner for 3D brain tumor segmentation. Clust. Comput. 28(6): 393 (2025) - [j47]Chafik Boulealam, Hajar Filali, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi:
Deep Multi-Component Neural Network Architecture. Comput. 13(4): 93 (2025) - [j46]Chafik Boulealam, Hajar Filali, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi:
Feedback-Based Validation Learning. Comput. 13(7): 156 (2025) - [j45]Khadija Lasri, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi, Jamal Riffi:
DPCA-GCN: Dual-Path Cross-Attention Graph Convolutional Networks for Skeleton-Based Action Recognition. Comput. 13(12): 293 (2025) - [j44]Hamza Mouncif, Amine Kassimi, Thierry Bertin Gardelle, Hamid Tairi, Jamal Riffi:
Multi stage mesh attention UNet architecture for 3D dental segmentation. Discov. Artif. Intell. 5(1): 353 (2025) - [j43]Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi:
Social recommendation system based on heterogeneous graph attention networks. Int. J. Data Sci. Anal. 20(4): 3851-3867 (2025) - [j42]Iliass Zine-dine, Jamal Riffi, Khalid El Fazazy, Ismail El Batteoui, Mohamed Adnane Mahraz, Hamid Tairi:
A Hybrid Model for Alzheimer's Disease Classification Based on Neural Network Architectures Enhanced by GAN Model. Int. J. Online Biomed. Eng. 21(8): 23-40 (2025) - [j41]Hajar Filali, Chafik Boulealam, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi, Jamal Riffi:
Meaningful Multimodal Emotion Recognition Based on Capsule Graph Transformer Architecture. Inf. 16(1): 40 (2025) - [j40]F. Zouak, Omar El Beqqali, Jamal Riffi:
BERT-GraphSAGE: hybrid approach to spam detection. J. Big Data 12(1): 128 (2025) - [j39]Hanae Mahmoudi, Hiba Ramadan, Jamal Riffi, Hamid Tairi:
3D-WDA-PMorph: Efficient 3D MRI/TRUS Prostate Registration using Transformer-CNN Network and Wavelet-3D-Depthwise-Attention. J. Imaging Inform. Medicine 39(2): 1474-1493 (2025) - [j38]Oussama El Rhayati, Hatim Essadeq, Omar El Beqqali, Hamid Tairi, Mohamed Lamrini, Jamal Riffi:
Structured Heatmap Learning for Multi-Family Malware Classification: A Deep and Explainable Approach Using CAPEv2. J. Cybersecur. Priv. 5(3): 72 (2025) - [j37]Fatima Zohra El Hlouli, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi:
Deep neural network for detection of fraudulent transaction. Multim. Tools Appl. 84(34): 41991-42008 (2025) - [j36]Khadija Lasri, Jamal Riffi, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi:
Hybrid attention-inflated 3D architecture for human action recognition. Multim. Tools Appl. 84(34): 42757-42776 (2025) - [j35]Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi:
A Novel session-based recommendation system using capsule graph neural network. Neural Networks 185: 107176 (2025) - [j34]Asmaa Jittou, Khalid El Fazazy, Jamal Riffi:
Placenta segmentation redefined: review of deep learning integration of magnetic resonance imaging and ultrasound imaging. Vis. Comput. Ind. Biomed. Art 8(1): 17 (2025) - [j33]Khadija Slama, Ali Yahyaouy, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi:
Comprehensive review of machine learning and deep learning techniques for epileptic seizure detection and prediction based on neuroimaging modalities. Vis. Comput. Ind. Biomed. Art 8(1): 27 (2025) - [c10]Zayd Elbassri, Khalil Bouramtane, Said Kharraja, Omar El Beqqali, Jamal Riffi:
Integrating Machine Learning and Evolutionary Algorithms for Optimized Scheduling and Routing in Home Healthcare Logistics. CoDIT 2025: 325-330 - [i2]Omar Elharrouss, Yasir Mahmood, Yassine Bechqito, Mohamed Adel Serhani, Elarbi Badidi, Jamal Riffi, Hamid Tairi:
Loss Functions in Deep Learning: A Comprehensive Review. CoRR abs/2504.04242 (2025) - [i1]Marwane Kzadri, Franco Alberto Cardillo, Nanée Chahinian, Carole Delenne, Renaud Hostache, Jamal Riffi:
U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation. CoRR abs/2506.05444 (2025) - 2024
- [j32]Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi:
Contextual Recommendations: Dynamic Graph Attention Networks With Edge Adaptation. IEEE Access 12: 151019-151029 (2024) - [j31]Khalil Bouramtane, Said Kharraja, Jamal Riffi, Omar El Beqqali, Abdelahad Chraibi:
A comprehensive review of static and dynamic facility layout problems. Annu. Rev. Control. 58: 100970 (2024) - [j30]Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi:
Comparative Study of Filtering Methods for Scientific Research Article Recommendations. Big Data Cogn. Comput. 8(12): 190 (2024) - [j29]Amine Kassimi, Jamal Riffi, Khalid El Fazazy, Thierry Bertin Gardelle, Hamza Mouncif, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi:
1D CNNs and face-based random walks: A powerful combination to enhance mesh understanding and 3D semantic segmentation. Comput. Aided Geom. Des. 113: 102379 (2024) - [j28]Mohammed Oulhadj, Jamal Riffi, Khodriss Chaimae, Mohamed Adnane Mahraz, Ali Yahyaouy, Abdellaoui Meriem, Benatiya Andaloussi Idriss, Hamid Tairi:
Diabetic retinopathy prediction based on vision transformer and modified capsule network. Comput. Biol. Medicine 175: 108523 (2024) - [j27]Mohammed Sabri, Rosanna Verde, Antonio Balzanella, Fabrizio Maturo, Hamid Tairi, Ali Yahyaouy, Jamal Riffi:
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors. J. Classif. 41(2): 264-288 (2024) - [j26]Hajar Chouhayebi, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi, Nawal Alioua:
Human Emotion Recognition Based on Spatio-Temporal Facial Features Using HOG-HOF and VGG-LSTM. Comput. 13(4): 101 (2024) - [j25]Hajar Chouhayebi, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi:
A dynamic fusion of features from deep learning and the HOG-TOP algorithm for facial expression recognition. Multim. Tools Appl. 83(11): 32993-33017 (2024) - [j24]Fatima Zohra El Hlouli, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi:
Weighted binary ELM optimized by the reptile search algorithm, application to credit card fraud detection. Multim. Tools Appl. 83(39): 86383-86404 (2024) - [j23]Ilyasse Aboussaleh, Jamal Riffi, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi:
STCPU-Net: advanced U-shaped deep learning architecture based on Swin transformers and capsule neural network for brain tumor segmentation. Neural Comput. Appl. 36(30): 18549-18565 (2024) - [j22]Fatima Zohra El Hlouli, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi:
Credit Card Fraud Detection: Addressing Imbalanced Datasets with a Multi-phase Approach. SN Comput. Sci. 5(1): 173 (2024) - [j21]Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi:
A Contextual Relationship Model for Deceptive Opinion Spam Detection. IEEE Trans. Neural Networks Learn. Syst. 35(1): 1228-1239 (2024) - [c9]Khalil Bouramtane, Said Kharraja, Jamal Riffi, Omar El Beqqali:
Enhancing Emergency Department Efficiency: A Particle Swarm Optimization Approach. CoDIT 2024: 242-247 - [c8]Anass Fahfouh, Abdessamad Benlahbib, Jamal Riffi, Hamid Tairi:
USMBA-NLP at SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials using Bert. SemEval@NAACL 2024: 432-436 - 2023
- [j20]Ghizlane Hnini, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi:
Attention Mechanism and Support Vector Machine for Image-Based E-Mail Spam Filtering. Big Data Cogn. Comput. 7(2): 87 (2023) - [j19]Mohammed Oulhadj, Jamal Riffi, Khodriss Chaimae, Mohamed Adnane Mahraz, Bennis Ahmed, Ali Yahyaouy, Chraibi Fouad, Abdellaoui Meriem, Benatiya Andaloussi Idriss, Hamid Tairi:
Diabetic Retinopathy Prediction Based on Wavelet Decomposition and Modified Capsule Network. J. Digit. Imaging 36(4): 1739-1751 (2023) - [j18]Fatima Zohra El Hlouli, Jamal Riffi, Mhamed Sayyouri, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi:
Detecting Fraudulent Transactions Using Stacked Autoencoder Kernel ELM Optimized by the Dandelion Algorithm. J. Theor. Appl. Electron. Commer. Res. 18(4): 2057-2076 (2023) - [j17]Mouhssine El Atillah, Khalid El Fazazy, Jamal Riffi, Ali Yahyaouy:
MG-CNN: Morphological gradient convolutional neural network for classification of arabic styles. Signal Image Video Process. 17(5): 2259-2266 (2023) - [c7]Khalil Bouramtane, Said Kharraja, Jamal Riffi, Omar Elbeqqali, Saïd Boujraf:
Intelligent Facility Layout Planning for Emergency Department: A Multi-Agent System and Particle Swarm Optimization Approach. SITA 2023: 1-7 - 2022
- [j16]Hajar Filali, Jamal Riffi, Chafik Boulealam, Mohamed Adnane Mahraz, Hamid Tairi:
Multimodal Emotional Classification Based on Meaningful Learning. Big Data Cogn. Comput. 6(3): 95 (2022) - [j15]Mohammed Oulhadj, Jamal Riffi, Khodriss Chaimae, Mohamed Adnane Mahraz, Bennis Ahmed, Ali Yahyaouy, Chraibi Fouad, Abdellaoui Meriem, Benatiya Andaloussi Idriss, Hamid Tairi:
Diabetic retinopathy prediction based on deep learning and deformable registration. Multim. Tools Appl. 81(20): 28709-28727 (2022) - [j14]Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi:
Deep GraphSAGE-based recommendation system: jumping knowledge connections with ordinal aggregation network. Neural Comput. Appl. 34(14): 11679-11690 (2022) - [j13]Hajar Filali, Jamal Riffi, Ilyasse Aboussaleh, Mohamed Adnane Mahraz, Hamid Tairi:
Meaningful Learning for Deep Facial Emotional Features. Neural Process. Lett. 54(1): 387-404 (2022) - 2021
- [j12]Khalid Al Fararni, Fouad Nafis, Badraddine Aghoutane, Ali Yahyaouy, Jamal Riffi, My Abdelouahed Sabri:
Hybrid recommender system for tourism based on big data and AI: A conceptual framework. Big Data Min. Anal. 4(1): 47-55 (2021) - [j11]Khalid Al Fararni, Badraddine Aghoutane, Ali Yahyaouy, Jamal Riffi, Abdelouahed Sabri:
Tourism recommender systems: an overview. Int. J. Cloud Comput. 10(5/6): 603-612 (2021) - [j10]Ghizlane Hnini, Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi:
Spam filtering based on PV-DBOW model. Int. J. Data Anal. Tech. Strateg. 13(4): 302-316 (2021) - [j9]Ilyasse Aboussaleh, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi:
Brain Tumor Segmentation Based on Deep Learning's Feature Representation. J. Imaging 7(12): 269 (2021) - [c6]Driss El Alaoui, Jamal Riffi, Badraddine Aghoutane, My Abdelouahed Sabri, Ali Yahyaouy, Hamid Tairi:
Overview of the Main Recommendation Approaches for the Scientific Articles. CBI 2021: 107-118 - 2020
- [j8]Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi:
PV-DAE: A hybrid model for deceptive opinion spam based on neural network architectures. Expert Syst. Appl. 157: 113517 (2020) - [j7]Amal Bouti, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi:
A robust system for road sign detection and classification using LeNet architecture based on convolutional neural network. Soft Comput. 24(9): 6721-6733 (2020) - [c5]Driss El Alaoui, Jamal Riffi, Badraddine Aghoutane, My Abdelouahed Sabri, Ali Yahyaouy, Hamid Tairi:
Collaborative Filtering: Comparative Study Between Matrix Factorization and Neural Network Method. NETYS 2020: 361-367 - [c4]Mohammed El Idrissi, Omar Elbeqqali, Jamal Riffi:
An Improved Smart Wheat Health Monitor for Smart Farming Application Using Deep Residual Learning Framework. SoCPaR 2020: 758-767
2010 – 2019
- 2019
- [c3]Mohammed E. L. Idrissi, Omar Elbeqqali, Jamal Riffi:
From cloud computing to fog computing: two technologies to serve iot-a review-. ISC2 2019: 272-279 - 2018
- [j6]Abderazzak Taime, Jamal Riffi, Abderrahim Saaidi, Khalid Satori:
Robust point matching via corresponding circles. Multim. Tools Appl. 77(12): 15027-15046 (2018) - [c2]Otmane Stit, Jamal Riffi, Ali Yahyaouy, Hamid Tairi:
Comparative Study of Different Association Rule Methods. CIST 2018: 323-327 - 2017
- [j5]Youssef Douini, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi:
An image registration algorithm based on phase correlation and the classical Lucas-Kanade technique. Signal Image Video Process. 11(7): 1321-1328 (2017) - [c1]Soukaina Chraa Mesbahi, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi:
Head Gesture Recognition Using Optical Flow Based Background Subtraction. SCA 2017: 200-211 - 2015
- [j4]Jamal Riffi, Mohamed Adnane Mahraz, Abdelghafour Abbad, Hamid Tairi:
3D extension of the fast and adaptive bidimensional empirical mode decomposition. Multidimens. Syst. Signal Process. 26(3): 823-834 (2015) - [j3]Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi:
High accuracy optical flow estimation based on PDE decomposition. Signal Image Video Process. 9(6): 1409-1418 (2015) - 2014
- [j2]Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi:
Motion estimation using the fast and adaptive bidimensional empirical mode decomposition. J. Real Time Image Process. 9(3): 491-501 (2014) - 2013
- [j1]Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi:
Medical image registration based on fast and adaptive bidimensional empirical mode decomposition. IET Image Process. 7(6): 567-574 (2013)
Coauthor Index
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last updated on 2026-07-29 00:04 CEST by the dblp team
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