Amir Nakib

ORCID

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 42

Top Venues

Paris 12 Val de Marne University, Créteil, France (PHD)

Education History

Paris 12 Val de Marne University, Créteil, France

PHD

Publications

Fekhr Eddine Keddous, Nadiya Shvai, Arcadi Llanza, Amir Nakib
Inference Acceleration of Deep Learning Classifiers Based on RNN. ICIP (2023)
Soufiane Mallem, Amir Nakib
Towards Robustness: Enhancing Deep Learning Models Through Meta-Learning and Bilevel Optimization for Accurate Car Damage Classification. ICIP (2023)
Fares Bougourzi, Fadi Dornaika, Amir Nakib, Cosimo Distante, Abdelmalik Taleb-Ahmed
2D and 3D CNN-Based Fusion Approach for COVID-19 Severity Prediction from 3D CT-Scans. CoRR (2023)
Soufiane Mallem, Abul Hasnat, Amir Nakib
Efficient Meta label correction based on Meta Learning and bi-level optimization. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Fekhr Eddine Keddous, Amir Nakib
Metaheuristic based framework for Deep Neural Networks compression via DeepCABAC Arithmetic Coding and Fractional Filter. IPDPS Workshops (2023)
Fares Bougourzi, Fadi Dornaika, Amir Nakib, Cosimo Distante, Abdelmalik Taleb-Ahmed
Deep-Covid-SEV: an Ensemble 2D and 3D CNN-Based Approach for Covid-19 Severity Prediction from 3D CT-SCANS. ICASSP Workshops (2023)
Arcadi Llanza, Fekhr Eddine Keddous, Nadiya Shvai, Amir Nakib
Deep Learning Models Compression Based on Evolutionary Algorithms and Digital Fractional Differentiation. CEC (2023)
Arcadi Llanza, Fekhr Eddine Keddous, Nadiya Shvai, Amir Nakib
Convolutional Neural Network Compression Based on Improved Fractal Decomposition Algorithm for Large Scale Optimization. SMC (2023)
Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib
Convolutional neural network architecture search based on fractal decomposition optimization algorithm. Expert Syst. Appl. 213 (Part C) (2023)
Nadiya Shvai, Arcadi Llanza Carmona, Amir Nakib
Adaptive Image Anonymization in the Context of Image Classification with Neural Networks. ICCV (2023)
Arcadi Llanza, Nadiya Shvai, Amir Nakib
Dynamic camera alignment optimization problem based on Fractal Decomposition based Algorithm. CoRR (2022)
Arcadi Llanza, Nadiya Shvai, Amir Nakib
Investigating Fractal Decomposition Based Algorithm on Low-Dimensional Continuous Optimization Problems. MIC (2022)
F. Keddous, H.-N. Nguyen, Amir Nakib
FFCNN: Fast FPGA based Acceleration for Convolution neural network inference. CoRR (2022)
Nadiya Shvai, Arcadi Llanza, Md. Abul Hasnat, Amir Nakib
DEvS: data distillation algorithm based on evolution strategy. GECCO Companion (2022)
Fekhr Eddine Keddous, Amir Nakib
Optimal CNN-Hopfield Network for Pattern Recognition Based on a Genetic Algorithm. Algorithms 15 (1) (2022)
Arcadi Llanza, Nadiya Shvai, Amir Nakib
Study of the Fractal decomposition based metaheuristic on low-dimensional Black-Box optimization problems. CoRR (2022)
Md. Abul Hasnat, Nadiya Shvai, Amir Nakib
CNN Classifier's Robustness Enhancement when Preserving Privacy. ICIP (2021)
Ghazaleh Khodabandelou, Amir Nakib
H-polytope decomposition-based algorithm for continuous optimization. Inf. Sci. 558 (2021)
Abul Hasnat, Amir Nakib
Robust license plate signatures matching based on multi-task learning approach. Neurocomputing 440 (2021)
Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib
HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm. GECCO Companion (2020)
Léo Souquet, El-Ghazali Talbi, Amir Nakib
Fractal Decomposition Approach for Continuous Multi-Objective Optimization Problems. IEEE Access 8 (2020)
Antoine Meicler, Assan Sanogo, Nadiya Shvai, Arcadi Llanza, Abul Hasnat, Marouan Khata, Ed-Doughmi Younes, Alami Khalil, Yazid Lachachi, Amir Nakib
Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint. ICIAR (1) (2020)
Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib
Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm. CEC (2020)
Nadiya Shvai, Abul Hasnat, Antoine Meicler, Amir Nakib
Accurate Classification for Automatic Vehicle-Type Recognition Based on Ensemble Classifiers. IEEE Trans. Intell. Transp. Syst. 21 (3) (2020)
Marouan Khata, Nadiya Shvai, Abul Hasnat, Arcadi Llanza, Assan Sanogo, Antoine Meicler, Amir Nakib
Novel Context-aware Classification for Highly Accurate Automatic Toll Collection. IV (2019)
Leo Souquet, Amir Nakib
Multi-node environment strategy for Parallel Deterministic Multi-Objective Fractal Decomposition. CoRR (2019)
Amir Nakib, Leo Souquet, El-Ghazali Talbi
Parallel fractal decomposition based algorithm for big continuous optimization problems. J. Parallel Distributed Comput. 133 (2019)
Abul Hasnat, Nadiya Shvai, Assan Sanogo, Marouan Khata, Arcadi Llanza, Antoine Meicler, Amir Nakib
Application Guided Image Quality Estimation Based on Classification. ICIP (2019)
Asmaa Ghoumari, Amir Nakib
Graph based adaptive evolutionary algorithm for continuous optimization. CoRR (2019)
Nadiya Shvai, Antoine Meicler, Abul Hasnat, Edouard Machover, Paul Maarek, Stephane Loquet, Amir Nakib
Optimal Ensemble Classifiers Based Classification for Automatic Vehicle Type Recognition. CEC (2018)
Asmaa Ghoumari, Amir Nakib, Patrick Siarry
Evolutionary algorithm with ensemble strategies based on maximum a posteriori for continuous optimization. Inf. Sci. (2018)
Abul Hasnat, Nadiya Shvai, Antoine Meicler, Paul Maarek, Amir Nakib
New Vehicle Classification Method Based on Hybrid Classifiers. ICIP (2018)
Amir Nakib, Mohamed Hilia, Frederic Heliodore, El-Ghazali Talbi
Design of Metaheuristic Based on Machine Learning: A Unified Approach. IPDPS Workshops (2017)
Amir Nakib, S. Ouchraa, Nadiya Shvai, Leo Souquet, El-Ghazali Talbi
Deterministic metaheuristic based on fractal decomposition for large-scale optimization. Appl. Soft Comput. 61 (2017)
Agnès Masson-Sibut, Amir Nakib
Real-time assessment of bone structure positions via ultrasound imaging. J. Real Time Image Process. 13 (1) (2017)
Amir Nakib, Thibaud Rohmer, El-Ghazali Talbi, Abdelhamid Nafaa
Dynamic Learning Optimization Algorithm for P2P-VoD Systems. HPCC/SmartCity/DSS (2017)
Tuan-Anh Nguyen, Amir Nakib, Huy-Nam Nguyen
Medical image denoising via optimal implementation of non-local means on hybrid parallel architecture. Comput. Methods Programs Biomed. 129 (2016)
Ania Kaci, Huy-Nam Nguyen, Amir Nakib, Patrick Siarry
Hybrid Heuristics for Mapping Task Problem on Large Scale Heterogeneous Platforms. IPDPS Workshops (2016)
Chaza Chahine, Racha El-Berbari, Corinne Lagorre, Amir Nakib, Éric Petit
Evidence theory for image segmentation using information from stochastic Watershed and Hessian filtering. IWSSIP (2015)
Thibaud Rohmer, Amir Nakib, Abdelhamid Nafaa
A learning-based resource allocation approach for P2P streaming systems. IEEE Netw. 29 (1) (2015)
Riad Menasri, Amir Nakib, Boubaker Daachi, Hamouche Oulhadj, Patrick Siarry
A trajectory planning of redundant manipulators based on bilevel optimization. Appl. Math. Comput. 250 (2015)
Amir Nakib, Bernard Thibault, Patrick Siarry
Bayesian Based Metaheuristic for Large Scale Continuous Optimization. IPDPS Workshops (2015)
Amir Nakib, El-Ghazali Talbi, A. Fuser
Hybrid Metaheuristic for Annual Hydropower Generation Optimization. IPDPS Workshops (2014)
Thibaud Rohmer, Amir Nakib, Abdelhamid Nafaa
Priori Knowledge Guided Approach for Optimal Peer Selection in P2P VoD Systems. IEEE Trans. Netw. Serv. Manag. 11 (3) (2014)
Riad Menasri, Hamouche Oulhadj, Boubaker Daachi, Amir Nakib, Patrick Siarry
A genetic algorithm designed for robot trajectory planning. SMC (2014)
Riad Menasri, Hamouche Oulhadj, Boubaker Daachi, Amir Nakib, Patrick Siarry
Smooth Trajectory Planning for Robot Using Particle Swarm Optimization. ICSIBO (2014)
Mustapha Dakkak, Boubaker Daachi, Amir Nakib, Patrick Siarry
Multi-Layer Perceptron Neural Network and nearest neighbor approaches for indoor localization. SMC (2014)
Amir Nakib, Boubaker Daachi, Mustapha Dakkak, Patrick Siarry
Mobile Tracking Based on Fractional Integration. IEEE Trans. Mob. Comput. 13 (10) (2014)
T. A. Nguyen, Alice Dufour, Olena Tankyevych, Amir Nakib, Eric Petit, Hugues Talbot, Nicolas Passat
Thin structure filtering framework with non-local means, Gaussian derivatives and spatially-variant mathematical morphology. ICIP (2013)
Thibaud Rohmer, Amir Nakib, Julien Lepagnot, Abdelhamid Nafaa
Adaptive Peer Selection Strategy in P2P-VoD Systems Based on Dynamic Metaheuristic. ICPADS (2013)
Thibaud Rohmer, Amir Nakib, Abdelhamid Nafaa
Optimal Peer Selection Strategy in P2P-VoD Systems Using Dynamic Evolution Strategy. IPDPS Workshops (2013)
Riad Menasri, Amir Nakib, Hamouche Oulhadj, Boubaker Daachi, Patrick Siarry, Gaétan Hains
Path planning for redundant manipulators using metaheuristic for bilevel optimization and maximum of manipulability. ROBIO (2013)
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
A multiple local search algorithm for continuous dynamic optimization. J. Heuristics 19 (1) (2013)
Boussaad Ismail, Amir Nakib, Frederic Heliodore, Serge Poullain, Patrick Siarry
Novel Levy Based Particle Swarm Optimization Algorithm for Electrical Power Grid. IPDPS Workshops (2013)
Abbas El Dor, Julien Lepagnot, Amir Nakib, Patrick Siarry
PSO-2S Optimization Algorithm for Brain MRI Segmentation. ICGEC (2013)
Amitava Chatterjee, Patrick Siarry, Amir Nakib, Raphaël Blanc
An improved biogeography based optimization approach for segmentation of human head CT-scan images employing fuzzy entropy. Eng. Appl. Artif. Intell. 25 (8) (2012)
Amir Nakib, Y. Schulze, Eric Petit
Optimal fractional filter for image segmentation. Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications (2012)
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
Brain Cine-MRI Sequences Registration Using B-Spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm. LION (2012)
Amir Nakib, Boubaker Daachi, Patrick Siarry
Hybrid Differential Evolution Using Low-Discrepancy Sequences for Image Segmentation. IPDPS Workshops (2012)
Amir Nakib, Patrick Siarry, Philippe Decq
A framework for analysis of brain cine MR sequences. Comput. Medical Imaging Graph. 36 (2) (2012)
Thibaud Rohmer, Abdelhamid Nafaa, Amir Nakib
On resource allocation strategies in managed peerassisted VOD streaming systems. ISCC (2012)
Mustapha Dakkak, Amir Nakib, Boubaker Daachi, Patrick Siarry, Jacques Lemoine
Mobile indoor location based on fractional differentiation. WCNC (2012)
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
A Dynamic Multi-Agent Algorithm applied to challenging benchmark problems. IEEE Congress on Evolutionary Computation (2012)
Agnès Masson-Sibut, Amir Nakib, Eric Petit, François Leitner
Computer-Assisted Intramedullary Nailing Using Real-Time Bone Detection in 2D Ultrasound Images. MLMI (2011)
Mustapha Dakkak, Amir Nakib, Boubaker Daachi, Patrick Siarry, Jacques Lemoine
Indoor localization method based on RTT and AOA using coordinates clustering. Comput. Networks 55 (8) (2011)
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
Brain cine MRI segmentation based on a multiagent algorithm for dynamic continuous optimization. IEEE Congress on Evolutionary Computation (2011)
Agnès Masson-Sibut, Eric Petit, François Leitner, Julien Normand, Amir Nakib, Jean-Baptiste Pinzuti
Bone Surface Segmentation in Ultrasound Images: Application in Computer Assisted Intramedullary Nailing of the Tibia Shaft. MIAD (2011)
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
A New Multiagent Algorithm for Dynamic Continuous Optimization. Int. J. Appl. Metaheuristic Comput. 1 (1) (2010)
Amir Nakib, Hamouche Oulhadj, Patrick Siarry
Image thresholding based on Pareto multiobjective optimization. Eng. Appl. Artif. Intell. 23 (3) (2010)
Amir Nakib, Fazia Aiboud, Jérôme Hodel, Patrick Siarry, Philippe Decq
Third brain ventricle deformation analysis using fractional differentiation and evolution strategy in brain cine-MRI. Medical Imaging: Image Processing (2010)
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
Performance Analysis of MADO Dynamic Optimization Algorithm. ISDA (2009)
Amir Nakib, Hamouche Oulhadj, Patrick Siarry
Fractional differentiation and non-Pareto multiobjective optimization for image thresholding. Eng. Appl. Artif. Intell. 22 (2) (2009)
Amir Nakib, Hamouche Oulhadj, Patrick Siarry
A thresholding method based on two-dimensional fractional differentiation. Image Vis. Comput. 27 (9) (2009)
Amir Nakib, Hamouche Oulhadj, Patrick Siarry
Non-supervised image segmentation based on multiobjective optimization. Pattern Recognit. Lett. 29 (2) (2008)
Amir Nakib, Yann Cooren, Hamouche Oulhadj, Patrick Siarry
Magnetic Resonance Image Segmentation Based on Two-Dimensional Exponential Entropy and a Parameter Free PSO. Artificial Evolution (2007)
Amir Nakib, Hamouche Oulhadj, Patrick Siarry
Microscopic Image Segmentation with Two-dimensional Exponential Entropy Based on Hybrid Microcanonical Annealing. MVA (2007)
Amir Nakib, Hamouche Oulhadj, Patrick Siarry
Image histogram thresholding based on multiobjective optimization. Signal Process. 87 (11) (2007)
Yann Cooren, Amir Nakib, Patrick Siarry
Image Thresholding Using TRIBES, a Parameter-Free Particle Swarm Optimization Algorithm. LION (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Amir Nakib