Mohamed Adnane Mahraz

35 papers B 1Journal 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep Learning for IoT Security: Leveraging GNNs and Attention Networks. J. Netw. Syst. Manag. Khalid El Azhar, Ghizlane Hnini, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi, Jamal Riffi
2025	J	`jnl`	3D-SELTML: stacking ensemble learning based on transformer meta-learner for 3D brain tumor segmentation. Clust. Comput. Ilyasse Aboussaleh, Jamal Riffi, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi
2025	J	`jnl`	A Hybrid Model for Alzheimer's Disease Classification Based on Neural Network Architectures Enhanced by GAN Model. Int. J. Online Biomed. Eng. Iliass Zine-dine, Jamal Riffi, Khalid El Fazazy, Ismail El Batteoui, Mohamed Adnane Mahraz, Hamid Tairi
2025	J	`jnl`	Artificial intelligence for comprehensive DNA methylation analysis: overview, challenges, and future directions. Briefings Bioinform. Aymane Aghziel, Mohamed Adnane Mahraz, Hamid Tairi, Noura Aherrahrou
2025	J	`jnl`	Comprehensive review of machine learning and deep learning techniques for epileptic seizure detection and prediction based on neuroimaging modalities. Vis. Comput. Ind. Biomed. Art Khadija Slama, Ali Yahyaouy, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi
2025	J	`jnl`	DPCA-GCN: Dual-Path Cross-Attention Graph Convolutional Networks for Skeleton-Based Action Recognition. Comput. Khadija Lasri, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi, Jamal Riffi
2025	J	`jnl`	Deep Multi-Component Neural Network Architecture. Comput. Chafik Boulealam, Hajar Filali, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi
2025	J	`jnl`	Deep neural network for detection of fraudulent transaction. Multim. Tools Appl. Fatima Zohra El Hlouli, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi
2025	J	`jnl`	Feedback-Based Validation Learning. Comput. Chafik Boulealam, Hajar Filali, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi
2025	J	`jnl`	Hybrid attention-inflated 3D architecture for human action recognition. Multim. Tools Appl. Khadija Lasri, Jamal Riffi, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi
2025	J	`jnl`	Meaningful Multimodal Emotion Recognition Based on Capsule Graph Transformer Architecture. Inf. Hajar Filali, Chafik Boulealam, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi, Jamal Riffi
2024	J	`jnl`	1D CNNs and face-based random walks: A powerful combination to enhance mesh understanding and 3D semantic segmentation. Comput. Aided Geom. Des. Amine Kassimi, Jamal Riffi, Khalid El Fazazy, Thierry Bertin Gardelle, Hamza Mouncif, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
2024	J	`jnl`	A Contextual Relationship Model for Deceptive Opinion Spam Detection. IEEE Trans. Neural Networks Learn. Syst. Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
2024	J	`jnl`	A dynamic fusion of features from deep learning and the HOG-TOP algorithm for facial expression recognition. Multim. Tools Appl. Hajar Chouhayebi, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi
2024	J	`jnl`	Credit Card Fraud Detection: Addressing Imbalanced Datasets with a Multi-phase Approach. SN Comput. Sci. Fatima Zohra El Hlouli, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi
2024	J	`jnl`	Diabetic retinopathy prediction based on vision transformer and modified capsule network. Comput. Biol. Medicine Mohammed Oulhadj, Jamal Riffi, Khodriss Chaimae, Mohamed Adnane Mahraz, Ali Yahyaouy, Abdellaoui Meriem, Benatiya Andaloussi Idriss, Hamid Tairi
2024	J	`jnl`	Human Emotion Recognition Based on Spatio-Temporal Facial Features Using HOG-HOF and VGG-LSTM. Comput. Hajar Chouhayebi, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi, Nawal Alioua
2024	J	`jnl`	STCPU-Net: advanced U-shaped deep learning architecture based on Swin transformers and capsule neural network for brain tumor segmentation. Neural Comput. Appl. Ilyasse Aboussaleh, Jamal Riffi, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi
2024	J	`jnl`	Weighted binary ELM optimized by the reptile search algorithm, application to credit card fraud detection. Multim. Tools Appl. Fatima Zohra El Hlouli, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi
2023	J	`jnl`	Attention Mechanism and Support Vector Machine for Image-Based E-Mail Spam Filtering. Big Data Cogn. Comput. Ghizlane Hnini, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
2023	J	`jnl`	Detecting Fraudulent Transactions Using Stacked Autoencoder Kernel ELM Optimized by the Dandelion Algorithm. J. Theor. Appl. Electron. Commer. Res. Fatima Zohra El Hlouli, Jamal Riffi, Mhamed Sayyouri, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi
2023	J	`jnl`	Diabetic Retinopathy Prediction Based on Wavelet Decomposition and Modified Capsule Network. J. Digit. Imaging Mohammed Oulhadj, Jamal Riffi, Khodriss Chaimae, Mohamed Adnane Mahraz, Bennis Ahmed, Ali Yahyaouy, Chraibi Fouad, Abdellaoui Meriem, Benatiya Andaloussi Idriss, Hamid Tairi
2022	J	`jnl`	Diabetic retinopathy prediction based on deep learning and deformable registration. Multim. Tools Appl. Mohammed Oulhadj, Jamal Riffi, Khodriss Chaimae, Mohamed Adnane Mahraz, Bennis Ahmed, Ali Yahyaouy, Chraibi Fouad, Abdellaoui Meriem, Benatiya Andaloussi Idriss, Hamid Tairi
2022	J	`jnl`	Meaningful Learning for Deep Facial Emotional Features. Neural Process. Lett. Hajar Filali, Jamal Riffi, Ilyasse Aboussaleh, Mohamed Adnane Mahraz, Hamid Tairi
2022	J	`jnl`	Multimodal Emotional Classification Based on Meaningful Learning. Big Data Cogn. Comput. Hajar Filali, Jamal Riffi, Chafik Boulealam, Mohamed Adnane Mahraz, Hamid Tairi
2021	J	`jnl`	Brain Tumor Segmentation Based on Deep Learning's Feature Representation. J. Imaging Ilyasse Aboussaleh, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi
2021	J	`jnl`	Spam filtering based on PV-DBOW model. Int. J. Data Anal. Tech. Strateg. Ghizlane Hnini, Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
2020	J	`jnl`	A robust system for road sign detection and classification using LeNet architecture based on convolutional neural network. Soft Comput. Amal Bouti, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi
2020	J	`jnl`	PV-DAE: A hybrid model for deceptive opinion spam based on neural network architectures. Expert Syst. Appl. Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
2017	J	`jnl`	An image registration algorithm based on phase correlation and the classical Lucas-Kanade technique. Signal Image Video Process. Youssef Douini, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi
2017	B	`conf`	Head Gesture Recognition Using Optical Flow Based Background Subtraction. SCA Soukaina Chraa Mesbahi, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi
2015	J	`jnl`	3D extension of the fast and adaptive bidimensional empirical mode decomposition. Multidimens. Syst. Signal Process. Jamal Riffi, Mohamed Adnane Mahraz, Abdelghafour Abbad, Hamid Tairi
2015	J	`jnl`	High accuracy optical flow estimation based on PDE decomposition. Signal Image Video Process. Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi
2014	J	`jnl`	Motion estimation using the fast and adaptive bidimensional empirical mode decomposition. J. Real Time Image Process. Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi
2013	J	`jnl`	Medical image registration based on fast and adaptive bidimensional empirical mode decomposition. IET Image Process. Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi