A survey of recent interactive image segmentation methods by Hiba Ramadan, Chaymae Lachqar, Hamid Tairi

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Correction: Multi-task approach based on combined CNN-transformer for efficient segmentation and classification of breast tumors in ultrasound images by Jaouad Tagnamas, Hiba Ramadan, Ali Yahyaouy, Hamid Tairi

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Moving object detection zone using a block‐based background model by Omar Elharrouss, Abdelghafour Abbad, Driss Moujahid, Hamid Tairi

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Improving the accuracy of the PET/MRI tridimensional multimodal rigid image registration based on the FATEMD by Abderazzak Taime, Aziz Khamjane, Jamal Riffi, Hamid Tairi

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Multi-task approach based on combined CNN-transformer for efficient segmentation and classification of breast tumors in ultrasound images by Jaouad Tagnamas, Hiba Ramadan, Ali Yahyaouy, Hamid Tairi

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Brain Tumor Segmentation Based on Deep Learning’s Feature Representation by Ilyasse Aboussaleh, Jamal Riffi, Adnane Mohamed Mahraz, Hamid Tairi

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Medical image registration in the era of Transformers: A recent review by Hiba Ramadan, Dounia El Bourakadi, Ali Yahyaouy, Hamid Tairi

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A block-based background model for moving object detection by Omar Elharrouss, Abdelghafour Abbad, Driss Moujahid, Jamal Riffi, Hamid Tairi

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Human Emotion Recognition Based on Spatio-Temporal Facial Features Using HOG-HOF and VGG-LSTM by Hajar Chouhayebi, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi, Nawal Alioua

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MMPC-RF: A Deep Multimodal Feature-Level Fusion Architecture for Hybrid Spam E-mail Detection by Ghizlane Hnini, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi

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Attention Mechanism and Support Vector Machine for Image-Based E-Mail Spam Filtering by Ghizlane Hnini, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi

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Multimodal Emotional Classification Based on Meaningful Learning by Hajar Filali, Jamal Riffi, Chafik Boulealam, Mohamed Adnane Mahraz, Hamid Tairi

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Efficient U-Net Architecture with Multiple Encoders and Attention Mechanism Decoders for Brain Tumor Segmentation by Ilyasse Aboussaleh, Jamal Riffi, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi

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Fuzzy Classification Approach to Select Learning Objects Based on Learning Styles in Intelligent E-Learning Systems by Ibtissam Azzi, Abdelhay Radouane, Loubna Laaouina, Adil Jeghal, Ali Yahyaouy, Hamid Tairi

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3DUV-NetR+: A 3D hybrid semantic architecture using transformers for brain tumor segmentation with MultiModal MR images by Ilyasse Aboussaleh, Jamal Riffi, Khalid el Fazazy, Adnane Mohamed Mahraz, Hamid Tairi

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AI-Powered Academic Guidance and Counseling System Based on Student Profile and Interests by Hajar Majjate, Youssra Bellarhmouch, Adil Jeghal, Ali Yahyaouy, Hamid Tairi, Khalid Alaoui Zidani

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Contextual Recommendations: Dynamic Graph Attention Networks With Edge Adaptation by Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi

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Comparative Study of Filtering Methods for Scientific Research Article Recommendations by Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi

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Modeling of Energy Consumption and Print Time for FDM 3D Printing Using Multilayer Perceptron Network by Mohamed Achraf El youbi El idrissi, Loubna Laaouina, Adil Jeghal, Hamid Tairi, Moncef Zaki

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Meaningful Multimodal Emotion Recognition Based on Capsule Graph Transformer Architecture by Hajar Filali, Chafik Boulealam, Khalid El Fazazy, Adnane Mohamed Mahraz, Hamid Tairi, Jamal Riffi

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