Omar Bouattane

50 papers B 1Misc 2Journal 24Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Hybrid Diffusion-VAE for High-Fidelity Tissue Doppler Imaging Augmentation in Cardiotoxicity Detection. IEEE Access Ahmed Bouatmane, Abdelmajid Bousselham, Abdelaziz Daaif, Mohamed Youssfi, Omar Bouattane
2025	J	`jnl`	A Multimodal Deep Learning Model Integrating CNN and Transformer for Predicting Chemotherapy-Induced Cardiotoxicity. IEEE Access Ahmed Bouatmane, Abdelaziz Daaif, Abdelmajid Bousselham, Bouchra Bouihi, Omar Bouattane
2025	J	`jnl`	A novel hybrid CNN-KNN ensemble voting classifier for Parkinson's disease prediction from hand sketching images. Multim. Tools Appl. Shawki Saleh, Asmae Ouhmida, Bouchaib Cherradi, Mohammed Al-Sarem, Soufiane Hamida, Abdulaziz Alblwi, Mohammad Mahyoob, Omar Bouattane
2025	J	`jnl`	MI-VFDF: vector field-driven weighted fusion of multi-leads ECG-derived GAF and scalogram images for accurate myocardial infarction detection in combined neural networks. Multim. Tools Appl. Zakaria Khatar, Dounia Bentaleb, Omar Bouattane
2024	J	`jnl`	A New Computer-Aided Diagnosis System for Breast Cancer Detection from Thermograms Using Metaheuristic Algorithms and Explainable AI. Algorithms Hanane Dihmani, Abdelmajid Bousselham, Omar Bouattane
2024	J	`jnl`	Advanced detection of cardiac arrhythmias using a three-stage CBD filter and a multi-scale approach in a combined deep learning model. Biomed. Signal Process. Control. Zakaria Khatar, Dounia Bentaleb, Omar Bouattane
2024	J	`jnl`	Predicting patients with Parkinson's disease using Machine Learning and ensemble voting technique. Multim. Tools Appl. Shawki Saleh, Bouchaib Cherradi, Oussama El Gannour, Soufiane Hamida, Omar Bouattane
2023	—	`conf`	A Review of Feature Selection and HyperparameterOptimization Techniques for Breast Cancer Detection on thermograms Images. CloudTech Hanane Dihmani, Abdelmajid Bousselham, Omar Bouattane
2023	J	`jnl`	Multi-objective control and optimization of a stand-alone photovoltaic power conversion system with battery storage energy management. IFAC J. Syst. Control. Ghizlane Traiki, Abdelmounime El Magri, Rachid Lajouad, Omar Bouattane
2023	J	`jnl`	Optimizing Machine Learning Algorithms for Heart Disease Classification and Prediction. Int. J. Online Biomed. Eng. Abdeljalil El-Ibrahimi, Oumaima Terrada, Oussama El Gannour, Bouchaib Cherradi, Ahmed El Abbassi, Omar Bouattane
2023	J	`jnl`	Performance evaluation of spatial fuzzy C-means clustering algorithm on GPU for image segmentation. Multim. Tools Appl. Noureddine Ait Ali, Ahmed El Abbassi, Omar Bouattane
2022	J	`jnl`	Towards an Accurate MRI Acute Ischemic Stroke Lesion Segmentation Based on Bioheat Equation and U-Net Model. Int. J. Biomed. Imaging Abdelmajid Bousselham, Omar Bouattane, Mohamed Youssfi, Abdelhadi Raihani
2021	—	`conf`	Automatic Spatio-Temporal Deep Learning-Based Approach for Cardiac Cine MRI Segmentation. NISS (Springer) Abderazzak Ammar, Omar Bouattane, Mohamed Youssfi
2021	J	`jnl`	Automatic cardiac cine MRI segmentation and heart disease classification. Comput. Medical Imaging Graph. Abderazzak Ammar, Omar Bouattane, Mohamed Youssfi
2021	—	`conf`	Vulnerability and security risk assessment in a IIoT environment in compliance with standard IEC 62443. FNC/MobiSPC Hicham Lalaoui Hassani, Ayoub Bahnasse, Eric Martin, Christian Roland, Omar Bouattane, Mohammed el Mehdi Diouri
2020	Misc	`conf`	Head Pose Estimation Using Lattice Computing Techniques. SoftCOM Vassilis G. Kaburlasos, Chris Lytridis, Christos Bazinas, Stamatis Chatzistamatis, Kalliopi Sotiropoulou, Aouatif Najoua, Mohamed Youssfi, Omar Bouattane
2020	—	`conf`	Interoperability Between Heterogeneous Multi-agent Systems Recommended by FIPA: Towards a Weakly Coupled Approach Based on a Network of Recurrent Neurons of the LSTM type. CommNet Noureddine El Abid Amrani, Mohamed Youssfi, Omar Bouattane, Oum El Kheir Abra
2020	—	`conf`	Prediction of Patients with Heart Disease using Artificial Neural Network and Adaptive Boosting techniques. CommNet Oumaima Terrada, Bouchaib Cherradi, Soufiane Hamida, Abdelhadi Raihani, Hicham Moujahid, Omar Bouattane
2020	—	`conf`	Thermal Energy Storage By Phase Change Materials Suitable For Solar Water Heaters: An Updated Review. ICECOCS El Houssine Benchara, Sara Jennah, Nawal Belouggadia, Khalifa Mansouri, Omar Bouattane
2019	B	`conf`	Image segmentation with local active contours on graphics processing units. SCA Abderazzak Ammar, Omar Bouattane, Mohamed Youssfi
2019	—	`conf`	Parallel Implementation and Performance Evaluation of some Supervised Clustering Algorithms for MRI Images Segmentation. BDIoT Noureddine Ait Ali, Bouchaib Cherradi, Ahmed El Abbassi, Omar Bouattane, Mohamed Youssfi
2019	J	`jnl`	Q-learning and ACO hybridisation for real-time scheduling on heterogeneous distributed architectures. Int. J. Comput. Sci. Eng. Younes Hajoui, Omar Bouattane, Mohamed Youssfi, El Hossein Illoussamen
2019	J	`jnl`	Towards Reinforced Brain Tumor Segmentation on MRI Images Based on Temperature Changes on Pathologic Area. Int. J. Biomed. Imaging Abdelmajid Bousselham, Omar Bouattane, Mohamed Youssfi, Abdelhadi Raihani
2019	—	`conf`	Towards a Smart Energy Sharing in Micro Smart Grid Adopting SDN Approach. ANT/EDI40 Mohamed Rafik, Ayoub Bahnasse, Azeddine Khiat, Omar Bouattane, Hassan Ouajji, Mohamed El Khaili
2018	—	`conf`	A fuzzy medical diagnostic support system for cardiovascular diseases diagnosis using risk factors. ICECOCS Oumaima Terrada, Bouchaib Cherradi, Abdelhadi Raihani, Omar Bouattane
2018	—	`conf`	Auto guiding a mobile projector. SITA Zineb Rebbani, Driss Azougagh, Ahmed Rebbani, Hossin Bahatti, Omar Bouattane
2018	—	`conf`	BCI for Assessing the Emotional and Cognitive Skills of Children with Special Educational Needs. CIST Anna K. Lekova, Maya Dimitrova, Snezhanka Kostova, Omar Bouattane, Leire Ozaeta
2018	—	`conf`	Comparative study of boost, interleaved and double dual boost converter topologies. ICECOCS Ghizlane Traiki, Hassan Ouajji, A. Bifadene, Omar Bouattane
2018	J	`jnl`	GPU fuzzy c-means algorithm implementations: performance analysis on medical image segmentation. Multim. Tools Appl. Noureddine Ait Ali, Bouchaib Cherradi, Ahmed El Abbassi, Omar Bouattane, Mohamed Youssfi
2018	—	`conf`	Real-time management model for frequent Big Data errors : Automatic Clean Repository For Big Data (ACR). ICMCS Sidi Mohamed Snineh, Mohamed Youssfi, Omar Bouattane, Abdelaziz Daaif, Oum El Kheir Abra
2018	—	`conf`	Towards a New Micro Agents Middleware for Massively Distributed Systems. ICMCS Fatima Ezzahra Ezzrhari, Hassna Bensag, Mohamed Youssfi, Omar Bouattane, Oum El Kheir Abra
2017	J	`jnl`	A multi-agent model for general-purpose computing on graphics processing units. Multiagent Grid Syst. Hicham Fakhi, Omar Bouattane, Mohamed Youssfi, Hassan Ouajji
2017	Misc	`conf`	New parallel hybrid implementation of bias correction fuzzy C-means algorithm. ATSIP Noureddine Ait Ali, Bouchaib Cherradi, Ahmed El Abbassi, Omar Bouattane, Mohamed Youssfi
2016	J	`jnl`	A New Scalable, Distributed, Fuzzy C-Means Algorithm-Based Mobile Agents Scheme for HPC: SPMD Application. Comput. Fatema Zahra Benchara, Mohamed Youssfi, Omar Bouattane, Hassan Ouajji
2016	—	`conf`	A multi-agent based on ant colony model for urban traffic management. ICMCS Imad Sabbani, Mohamed Youssfi, Omar Bouattane
2016	—	`conf`	A new efficient distributed computing middleware based on cloud micro-services for HPC. ICMCS Fatema Zahra Benchara, Mohamed Youssfi, Omar Bouattane, Hassan Ouajji
2016	—	`conf`	A new model for programming distributed computer based on GPU chip and mobile Agent. SITA Hicham Fakhi, Mohamed Youssfi, Omar Bouattane, Hassan Ouajji
2016	—	`conf`	GPU based implementation of spatial fuzzy c-means algorithm for image segmentation. CIST N. Aitali, Bouchaib Cherradi, Ahmed El Abbassi, Omar Bouattane, Mohamed Youssfi
2016	—	`conf`	Toward an efficient brain tumor extraction using level set method and pennes bioheat equation. CIST Abdelmajid Bousselham, Omar Bouattane, Mohamed Youssfi, Abdelhadi Raihani
2015	—	`conf`	A mobile agent team works model for HPC big data analysis: Fuzzy logic application. ICTA Fatema Zahra Benchara, Mohamed Youssfi, Omar Bouattane, Hassan Ouajji
2015	J	`jnl`	A wide diversity of 3D surfaces Generator using a new implicit function. CoRR Jelloul Elmesbahi, Ahmed Errami, Mohammed Khaldoun, Omar Bouattane
2015	—	`conf`	Embedded agent for medical image segmentation. ICM Hassna Bensag, Mohamed Youssfi, Omar Bouattane
2015	—	`conf`	New fine-grained clustering algorithm on GPU architecture for bias field correction and MRI image segmentation. ICM N. Aitali, Bouchaib Cherradi, Omar Bouattane, Mohamed Youssfi, Abdelhadi Raihani
2014	—	`conf`	A new massively parallel and distributed virtual machine model using mobile agents. ICMCS Mohamed Youssfi, Omar Bouattane, Jamila Bakkoury, Mohammed Ouadi Bensalah
2011	J	`jnl`	Parallel c-means algorithm for image segmentation on a reconfigurable mesh computer. Parallel Comput. Omar Bouattane, Bouchaib Cherradi, Mohamed Youssfi, Mohamed O. Bensalah
2010	J	`jnl`	A Massively Parallel Re-Configurable Mesh Computer Emulator: Design, Modeling and Realization. J. Softw. Eng. Appl. Mohamed Youssfi, Omar Bouattane, Mohamed O. Bensalah
2005	J	`jnl`	theta(1) Time Algorithm for Structural Characterization of Multi-Leveled Images and its Applications on a Reconfigurable Mesh Computer. J. Intell. Robotic Syst. Ahmed Errami, Mohammed Khaldoun, Jelloul Elmesbahi, Omar Bouattane
2002	J	`jnl`	A Fast Parallel Algorithm for Convex Hull Problem of Multi-Leveled Images. J. Intell. Robotic Syst. Omar Bouattane, Jelloul Elmesbahi, A. Rami
2001	J	`jnl`	A Fast Algorithm for k-Nearest Neighbor Problem on a Reconfigurable Mesh Computer. J. Intell. Robotic Syst. Omar Bouattane, Jelloul Elmesbahi, Mohammed Khaldoun, A. Rami
1995	J	`jnl`	θ(1) time quadtree algorithm and its application for image geometric properties on a mesh connected computer (MCC). IEEE Trans. Syst. Man Cybern. Jelloul Elmesbahi, Omar Bouattane, Zouhair Benabbou