Amir Nakib - RankMe

110 papers A* 1A 2B 19C 3Misc 1Journal 41Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Electrostatic force regularization for neural structured pruning. Inf. Sci. Abdesselam Ferdi, Abdelmalik Taleb-Ahmed, Amir Nakib, Youcef Ferdi
2025	A	`conf`	A 0-Shot Self-Attention Mechanism for Accelerated Diagonal Attention. WACV Viti Mario, Nadiya Shvai, Arcadi Llanza, Amir Nakib
2025	—	`conf`	Enhancing Generalization in Video Anomaly Detection through Multimodal Data Mixing. IPDPS (Workshops) Bohdan Ivaniuk-Skulskyi, Nadiya Shvai, Amir Nakib, El-Ghazali Talbi
2025	B	`conf`	Evolutionary Fractal Decomposition based Search for Dynamic Optimization. SMC Arcadi Llanza, Nadiya Shvai, Amir Nakib
2025	J	`jnl`	FDS: Fractal decomposition based direct search approach for continuous dynamic optimization. Inf. Sci. Arcadi Llanza, Nadiya Shvai, Amir Nakib
2025	J	`jnl`	License Plate Images Generation with Diffusion Models. CoRR Mariia Shpir, Nadiya Shvai, Amir Nakib
2025	J	`jnl`	Multi-Objectives Optimization ( MOO )-Based NAS Approach. Int. J. Imaging Syst. Technol. Abass Sana, Kaoutar Senhaji, Amir Nakib
2025	J	`jnl`	Residual encoder-decoder based architecture for medical image denoising. Multim. Tools Appl. Abdesselam Ferdi, Said Benierbah, Amir Nakib
2024	B	`conf`	Black-Box Optimization Based Adaptive Image Anonymization. CEC Arcadi Llanza, Nadiya Shvai, Amir Nakib
2024	J	`jnl`	Electrostatic Force Regularization for Neural Structured Pruning. CoRR Abdesselam Ferdi, Abdelmalik Taleb-Ahmed, Amir Nakib, Youcef Ferdi
2024	J	`jnl`	Emb-trattunet: a novel edge loss function and transformer-CNN architecture for multi-classes pneumonia infection segmentation in low annotation regimes. Artif. Intell. Rev. Fares Bougourzi, Fadi Dornaika, Amir Nakib, Abdelmalik Taleb-Ahmed
2024	—	`conf`	Evolutionary Algorithm Based Adaptive Image Anonymization. GECCO Companion Arcadi Llanza, Nadiya Shvai, Amir Nakib
2024	A	`conf`	License Plate Images Generation with Diffusion Models. ECAI Mariia Shpir, Nadiya Shvai, Amir Nakib
2024	—	`conf`	Multiobjective Based Strategy for Neural Architecture Search for Segmentation Task. IPDPS (Workshops) Abass Sana, Kaoutar Senhaji, Amir Nakib
2024	J	`jnl`	Quadratic Convolution-based YOLOv8 (Q-YOLOv8) for localization of intracranial hemorrhage from head CT images. Biomed. Signal Process. Control. Abdesselam Ferdi, Said Benierbah, Amir Nakib, Youcef Ferdi, Abdelmalik Taleb-Ahmed
2024	J	`jnl`	Vision transformers inference acceleration based on adaptive layer normalization. Neurocomputing Fekhr Eddine Keddous, Arcadi Llanza, Nadiya Shvai, Amir Nakib
2024	—	`conf`	YOLO based Object Detection Enhancement based on Quadratic Convolution. FLLM Abdesselam Ferdi, Amir Nakib
2023	J	`jnl`	2D and 3D CNN-Based Fusion Approach for COVID-19 Severity Prediction from 3D CT-Scans. CoRR Fares Bougourzi, Fadi Dornaika, Amir Nakib, Cosimo Distante, Abdelmalik Taleb-Ahmed
2023	A*	`conf`	Adaptive Image Anonymization in the Context of Image Classification with Neural Networks. ICCV Nadiya Shvai, Arcadi Llanza Carmona, Amir Nakib
2023	B	`conf`	Convolutional Neural Network Compression Based on Improved Fractal Decomposition Algorithm for Large Scale Optimization. SMC Arcadi Llanza, Fekhr Eddine Keddous, Nadiya Shvai, Amir Nakib
2023	J	`jnl`	Convolutional neural network architecture search based on fractal decomposition optimization algorithm. Expert Syst. Appl. Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib
2023	B	`conf`	Deep Learning Models Compression Based on Evolutionary Algorithms and Digital Fractional Differentiation. CEC Arcadi Llanza, Fekhr Eddine Keddous, Nadiya Shvai, Amir Nakib
2023	—	`conf`	Deep-Covid-SEV: an Ensemble 2D and 3D CNN-Based Approach for Covid-19 Severity Prediction from 3D CT-SCANS. ICASSP Workshops Fares Bougourzi, Fadi Dornaika, Amir Nakib, Cosimo Distante, Abdelmalik Taleb-Ahmed
2023	J	`jnl`	Efficient Meta label correction based on Meta Learning and bi-level optimization. Eng. Appl. Artif. Intell. Soufiane Mallem, Abul Hasnat, Amir Nakib
2023	B	`conf`	Inference Acceleration of Deep Learning Classifiers Based on RNN. ICIP Fekhr Eddine Keddous, Nadiya Shvai, Arcadi Llanza, Amir Nakib
2023	—	`conf`	Metaheuristic based framework for Deep Neural Networks compression via DeepCABAC Arithmetic Coding and Fractional Filter. IPDPS Workshops Fekhr Eddine Keddous, Amir Nakib
2023	—	`ed.`	Metaheuristics - 14th International Conference, MIC 2022, Syracuse, Italy, July 11-14, 2022, Proceedings MIC Luca Di Gaspero, Paola Festa, Amir Nakib, Mario Pavone
2023	B	`conf`	Towards Robustness: Enhancing Deep Learning Models Through Meta-Learning and Bilevel Optimization for Accurate Car Damage Classification. ICIP Soufiane Mallem, Amir Nakib
2022	—	`conf`	DEvS: data distillation algorithm based on evolution strategy. GECCO Companion Nadiya Shvai, Arcadi Llanza, Abul Hasnat, Amir Nakib
2022	J	`jnl`	Dynamic camera alignment optimization problem based on Fractal Decomposition based Algorithm. CoRR Arcadi Llanza, Nadiya Shvai, Amir Nakib
2022	J	`jnl`	FFCNN: Fast FPGA based Acceleration for Convolution neural network inference. CoRR Fekhr Eddine Keddous, H.-N. Nguyen, Amir Nakib
2022	—	`conf`	Investigating Fractal Decomposition Based Algorithm on Low-Dimensional Continuous Optimization Problems. MIC Arcadi Llanza, Nadiya Shvai, Amir Nakib
2022	J	`jnl`	Optimal CNN-Hopfield Network for Pattern Recognition Based on a Genetic Algorithm. Algorithms Fekhr Eddine Keddous, Amir Nakib
2022	—	`ed.`	Optimization and Learning - 5th International Conference, OLA 2022, Syracuse, Sicilia, Italy, July 18-20, 2022, Proceedings OLA Bernabé Dorronsoro, Mario Pavone, Amir Nakib, El-Ghazali Talbi
2022	J	`jnl`	Study of the Fractal decomposition based metaheuristic on low-dimensional Black-Box optimization problems. CoRR Arcadi Llanza, Nadiya Shvai, Amir Nakib
2021	B	`conf`	CNN Classifier's Robustness Enhancement when Preserving Privacy. ICIP Abul Hasnat, Nadiya Shvai, Amir Nakib
2021	—	`conf`	Characters Recognition based on CNN-RNN architecture and Metaheuristic. IPDPS Workshops Fekhr Eddine Keddous, H.-N. Nguyen, Amir Nakib
2021	J	`jnl`	H-polytope decomposition-based algorithm for continuous optimization. Inf. Sci. Ghazaleh Khodabandelou, Amir Nakib
2021	J	`jnl`	Robust license plate signatures matching based on multi-task learning approach. Neurocomputing Abul Hasnat, Amir Nakib
2020	J	`jnl`	Accurate Classification for Automatic Vehicle-Type Recognition Based on Ensemble Classifiers. IEEE Trans. Intell. Transp. Syst. Nadiya Shvai, Abul Hasnat, Antoine Meicler, Amir Nakib
2020	J	`jnl`	Fractal Decomposition Approach for Continuous Multi-Objective Optimization Problems. IEEE Access Léo Souquet, El-Ghazali Talbi, Amir Nakib
2020	—	`conf`	HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm. GECCO Companion Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib
2020	B	`conf`	Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm. CEC Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib
2020	—	`conf`	Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint. ICIAR (1) Antoine Meicler, Assan Sanogo, Nadiya Shvai, Arcadi Llanza, Abul Hasnat, Marouan Khata, Ed-Doughmi Younes, Alami Khalil, Yazid Lachachi, Amir Nakib
2019	B	`conf`	Application Guided Image Quality Estimation Based on Classification. ICIP Abul Hasnat, Nadiya Shvai, Assan Sanogo, Marouan Khata, Arcadi Llanza, Antoine Meicler, Amir Nakib
2019	J	`jnl`	Graph based adaptive evolutionary algorithm for continuous optimization. CoRR Asmaa Ghoumari, Amir Nakib
2019	J	`jnl`	Multi-node environment strategy for Parallel Deterministic Multi-Objective Fractal Decomposition. CoRR Leo Souquet, Amir Nakib
2019	C	`conf`	Novel Context-aware Classification for Highly Accurate Automatic Toll Collection. IV Marouan Khata, Nadiya Shvai, Abul Hasnat, Arcadi Llanza, Assan Sanogo, Antoine Meicler, Amir Nakib
2019	J	`jnl`	Parallel fractal decomposition based algorithm for big continuous optimization problems. J. Parallel Distributed Comput. Amir Nakib, Leo Souquet, El-Ghazali Talbi
2018	J	`jnl`	Evolutionary algorithm with ensemble strategies based on maximum a posteriori for continuous optimization. Inf. Sci. Asmaa Ghoumari, Amir Nakib, Patrick Siarry
2018	B	`conf`	New Vehicle Classification Method Based on Hybrid Classifiers. ICIP Abul Hasnat, Nadiya Shvai, Antoine Meicler, Paul Maarek, Amir Nakib
2018	B	`conf`	Optimal Ensemble Classifiers Based Classification for Automatic Vehicle Type Recognition. CEC Nadiya Shvai, Antoine Meicler, Abul Hasnat, Edouard Machover, Paul Maarek, Stephane Loquet, Amir Nakib
2017	—	`ch.`	Adaptive ECG Signal Filtering Using Bayesian Based Evolutionary Algorithm. Metaheuristics for Medicine and Biology Thibaut Bernard, Amir Nakib
2017	—	`conf`	Design of Metaheuristic Based on Machine Learning: A Unified Approach. IPDPS Workshops Amir Nakib, Mohamed Hilia, Frederic Heliodore, El-Ghazali Talbi
2017	—	`ch.`	Design of Static Metaheuristics for Medical Image Analysis. Metaheuristics for Medicine and Biology Amir Nakib
2017	J	`jnl`	Deterministic metaheuristic based on fractal decomposition for large-scale optimization. Appl. Soft Comput. Amir Nakib, S. Ouchraa, Nadiya Shvai, Leo Souquet, El-Ghazali Talbi
2017	—	`conf`	Dynamic Learning Optimization Algorithm for P2P-VoD Systems. HPCC/SmartCity/DSS Amir Nakib, Thibaud Rohmer, El-Ghazali Talbi, Abdelhamid Nafaa
2017	—	`ch.`	Dynamic Metaheuristics for Brain Cine-MRI. Metaheuristics for Medicine and Biology Amir Nakib
2017	—	`ch.`	Evidential Deformable Model for Contour Tracking. Application on Brain Cine MR Sequences. Metaheuristics for Medicine and Biology Sarra Naffakhi, Amir Nakib, Atef Hamouda
2017	—	`ch.`	Lexicographic Approach Based on Evidence Theory for Blood Cell Image Segmentation. Metaheuristics for Medicine and Biology Ismahan Baghli, Amir Nakib
2017	—	`ch.`	Medical Image Registration Based on Metaheuristics: A Comparative Study. Metaheuristics for Medicine and Biology Amir Nakib, El-Ghazali Talbi, S. Corniglion
2017	—	`book`	Metaheuristics for Medicine and Biology Amir Nakib, El-Ghazali Talbi
2017	—	`ch.`	Microscopic Image Segmentation Based on Based Branch and Bound and Game Theory. Metaheuristics for Medicine and Biology Amira Kouzana, Amir Nakib, Narjes Dogaz
2017	J	`jnl`	Real-time assessment of bone structure positions via ultrasound imaging. J. Real Time Image Process. Agnès Masson-Sibut, Amir Nakib
2016	—	`conf`	Hybrid Heuristics for Mapping Task Problem on Large Scale Heterogeneous Platforms. IPDPS Workshops Ania Kaci, Huy-Nam Nguyen, Amir Nakib, Patrick Siarry
2016	J	`jnl`	Medical image denoising via optimal implementation of non-local means on hybrid parallel architecture. Comput. Methods Programs Biomed. Tuan-Anh Nguyen, Amir Nakib, Huy-Nam Nguyen
2015	J	`jnl`	A learning-based resource allocation approach for P2P streaming systems. IEEE Netw. Thibaud Rohmer, Amir Nakib, Abdelhamid Nafaa
2015	J	`jnl`	A trajectory planning of redundant manipulators based on bilevel optimization. Appl. Math. Comput. Riad Menasri, Amir Nakib, Boubaker Daachi, Hamouche Oulhadj, Patrick Siarry
2015	—	`conf`	Bayesian Based Metaheuristic for Large Scale Continuous Optimization. IPDPS Workshops Amir Nakib, Bernard Thibault, Patrick Siarry
2015	—	`conf`	Evidence theory for image segmentation using information from stochastic Watershed and Hessian filtering. IWSSIP Chaza Chahine, Racha El-Berbari, Corinne Lagorre, Amir Nakib, Éric Petit
2014	B	`conf`	A genetic algorithm designed for robot trajectory planning. SMC Riad Menasri, Hamouche Oulhadj, Boubaker Daachi, Amir Nakib, Patrick Siarry
2014	—	`conf`	Hybrid Metaheuristic for Annual Hydropower Generation Optimization. IPDPS Workshops Amir Nakib, El-Ghazali Talbi, A. Fuser
2014	J	`jnl`	Mobile Tracking Based on Fractional Integration. IEEE Trans. Mob. Comput. Amir Nakib, Boubaker Daachi, Mustapha Dakkak, Patrick Siarry
2014	B	`conf`	Multi-Layer Perceptron Neural Network and nearest neighbor approaches for indoor localization. SMC Mustapha Dakkak, Boubaker Daachi, Amir Nakib, Patrick Siarry
2014	J	`jnl`	Priori Knowledge Guided Approach for Optimal Peer Selection in P2P VoD Systems. IEEE Trans. Netw. Serv. Manag. Thibaud Rohmer, Amir Nakib, Abdelhamid Nafaa
2014	—	`conf`	Smooth Trajectory Planning for Robot Using Particle Swarm Optimization. ICSIBO Riad Menasri, Hamouche Oulhadj, Boubaker Daachi, Amir Nakib, Patrick Siarry
2013	J	`jnl`	A multiple local search algorithm for continuous dynamic optimization. J. Heuristics Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2013	B	`conf`	Adaptive Peer Selection Strategy in P2P-VoD Systems Based on Dynamic Metaheuristic. ICPADS Thibaud Rohmer, Amir Nakib, Julien Lepagnot, Abdelhamid Nafaa
2013	—	`ch.`	Elastic Registration of Brain Cine-MRI Sequences Using MLSDO Dynamic Optimization Algorithm. Metaheuristics for Dynamic Optimization Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2013	—	`book`	Metaheuristics for Dynamic Optimization Metaheuristics for Dynamic Optimization Enrique Alba, Amir Nakib, Patrick Siarry
2013	—	`conf`	Novel Levy Based Particle Swarm Optimization Algorithm for Electrical Power Grid. IPDPS Workshops Boussaad Ismail, Amir Nakib, Frederic Heliodore, Serge Poullain, Patrick Siarry
2013	—	`conf`	Optimal Peer Selection Strategy in P2P-VoD Systems Using Dynamic Evolution Strategy. IPDPS Workshops Thibaud Rohmer, Amir Nakib, Abdelhamid Nafaa
2013	—	`conf`	PSO-2S Optimization Algorithm for Brain MRI Segmentation. ICGEC Abbas El Dor, Julien Lepagnot, Amir Nakib, Patrick Siarry
2013	—	`conf`	Path planning for redundant manipulators using metaheuristic for bilevel optimization and maximum of manipulability. ROBIO Riad Menasri, Amir Nakib, Hamouche Oulhadj, Boubaker Daachi, Patrick Siarry, Gaétan Hains
2013	—	`ch.`	Performance Analysis of Dynamic Optimization Algorithms. Metaheuristics for Dynamic Optimization Amir Nakib, Patrick Siarry
2013	B	`conf`	Thin structure filtering framework with non-local means, Gaussian derivatives and spatially-variant mathematical morphology. ICIP T. A. Nguyen, Alice Dufour, Olena Tankyevych, Amir Nakib, Eric Petit, Hugues Talbot, Nicolas Passat
2012	B	`conf`	A Dynamic Multi-Agent Algorithm applied to challenging benchmark problems. IEEE Congress on Evolutionary Computation Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2012	J	`jnl`	A framework for analysis of brain cine MR sequences. Comput. Medical Imaging Graph. Amir Nakib, Patrick Siarry, Philippe Decq
2012	J	`jnl`	An improved biogeography based optimization approach for segmentation of human head CT-scan images employing fuzzy entropy. Eng. Appl. Artif. Intell. Amitava Chatterjee, Patrick Siarry, Amir Nakib, Raphaël Blanc
2012	—	`conf`	Brain Cine-MRI Sequences Registration Using B-Spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm. LION Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2012	—	`conf`	Hybrid Differential Evolution Using Low-Discrepancy Sequences for Image Segmentation. IPDPS Workshops Amir Nakib, Boubaker Daachi, Patrick Siarry
2012	B	`conf`	Mobile indoor location based on fractional differentiation. WCNC Mustapha Dakkak, Amir Nakib, Boubaker Daachi, Patrick Siarry, Jacques Lemoine
2012	C	`conf`	On resource allocation strategies in managed peerassisted VOD streaming systems. ISCC Thibaud Rohmer, Abdelhamid Nafaa, Amir Nakib
2012	—	`conf`	Optimal fractional filter for image segmentation. Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications Amir Nakib, Y. Schulze, Eric Petit
2011	—	`conf`	Bone Surface Segmentation in Ultrasound Images: Application in Computer Assisted Intramedullary Nailing of the Tibia Shaft. MIAD Agnès Masson-Sibut, Eric Petit, François Leitner, Julien Normand, Amir Nakib, Jean-Baptiste Pinzuti
2011	B	`conf`	Brain cine MRI segmentation based on a multiagent algorithm for dynamic continuous optimization. IEEE Congress on Evolutionary Computation Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2011	—	`conf`	Computer-Assisted Intramedullary Nailing Using Real-Time Bone Detection in 2D Ultrasound Images. MLMI Agnès Masson-Sibut, Amir Nakib, Eric Petit, François Leitner
2011	J	`jnl`	Indoor localization method based on RTT and AOA using coordinates clustering. Comput. Networks Mustapha Dakkak, Amir Nakib, Boubaker Daachi, Patrick Siarry, Jacques Lemoine
2010	J	`jnl`	A New Multiagent Algorithm for Dynamic Continuous Optimization. Int. J. Appl. Metaheuristic Comput. Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2010	J	`jnl`	Image thresholding based on Pareto multiobjective optimization. Eng. Appl. Artif. Intell. Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2010	B	`conf`	Third brain ventricle deformation analysis using fractional differentiation and evolution strategy in brain cine-MRI. Image Processing Amir Nakib, Fazia Aiboud, Jérôme Hodel, Patrick Siarry, Philippe Decq
2009	J	`jnl`	A thresholding method based on two-dimensional fractional differentiation. Image Vis. Comput. Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2009	J	`jnl`	Fractional differentiation and non-Pareto multiobjective optimization for image thresholding. Eng. Appl. Artif. Intell. Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2009	C	`conf`	Performance Analysis of MADO Dynamic Optimization Algorithm. ISDA Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2008	J	`jnl`	Non-supervised image segmentation based on multiobjective optimization. Pattern Recognit. Lett. Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2007	—	`—`	Conception de métaheuristiques d'optimisation pour la segmentation d'images. Application aux images biomédicales. (Design of new metaheuristics for image segmentation. Application on biomedical imaging). Amir Nakib
2007	—	`conf`	Image Thresholding Using TRIBES, a Parameter-Free Particle Swarm Optimization Algorithm. LION Yann Cooren, Amir Nakib, Patrick Siarry
2007	J	`jnl`	Image histogram thresholding based on multiobjective optimization. Signal Process. Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2007	—	`conf`	Magnetic Resonance Image Segmentation Based on Two-Dimensional Exponential Entropy and a Parameter Free PSO. Artificial Evolution Amir Nakib, Yann Cooren, Hamouche Oulhadj, Patrick Siarry
2007	Misc	`conf`	Microscopic Image Segmentation with Two-dimensional Exponential Entropy Based on Hybrid Microcanonical Annealing. MVA Amir Nakib, Hamouche Oulhadj, Patrick Siarry