Amir Nakib

Abdelmalik Taleb-Ahmed

Artif. Intell. Rev., 2024

Multiobjective Based Strategy for Neural Architecture Search for Segmentation Task.

[BibT_eX]

[DOI]

Abass Sana

Kaoutar Senhaji

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Evolutionary Algorithm Based Adaptive Image Anonymization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

License Plate Images Generation with Diffusion Models.

[BibT_eX]

[DOI]

Mariia Shpir

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Black-Box Optimization Based Adaptive Image Anonymization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

Convolutional neural network architecture search based on fractal decomposition optimization algorithm.

[BibT_eX]

[DOI]

Expert Syst. Appl., March, 2023

Efficient Meta label correction based on Meta Learning and bi-level optimization.

[BibT_eX]

[DOI]

Soufiane Mallem

Abul Hasnat

Eng. Appl. Artif. Intell., 2023

2D and 3D CNN-Based Fusion Approach for COVID-19 Severity Prediction from 3D CT-Scans.

[BibT_eX]

[DOI]

Abdelmalik Taleb-Ahmed

CoRR, 2023

Convolutional Neural Network Compression Based on Improved Fractal Decomposition Algorithm for Large Scale Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Metaheuristic based framework for Deep Neural Networks compression via DeepCABAC Arithmetic Coding and Fractional Filter.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Towards Robustness: Enhancing Deep Learning Models Through Meta-Learning and Bilevel Optimization for Accurate Car Damage Classification.

[BibT_eX]

[DOI]

Soufiane Mallem

Proceedings of the IEEE International Conference on Image Processing, 2023

Inference Acceleration of Deep Learning Classifiers Based on RNN.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Adaptive Image Anonymization in the Context of Image Classification with Neural Networks.

[BibT_eX]

[DOI]

Arcadi Llanza Carmona

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Deep-Covid-SEV: an Ensemble 2D and 3D CNN-Based Approach for Covid-19 Severity Prediction from 3D CT-SCANS.

[BibT_eX]

[DOI]

Abdelmalik Taleb-Ahmed

Proceedings of the IEEE International Conference on Acoustics, 2023

Deep Learning Models Compression Based on Evolutionary Algorithms and Digital Fractional Differentiation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2023

2022

Study of the Fractal decomposition based metaheuristic on low-dimensional Black-Box optimization problems.

[BibT_eX]

[DOI]

CoRR, 2022

Dynamic camera alignment optimization problem based on Fractal Decomposition based Algorithm.

[BibT_eX]

[DOI]

CoRR, 2022

FFCNN: Fast FPGA based Acceleration for Convolution neural network inference.

[BibT_eX]

[DOI]

H.-N. Nguyen

CoRR, 2022

Optimal CNN-Hopfield Network for Pattern Recognition Based on a Genetic Algorithm.

[BibT_eX]

[DOI]

Algorithms, 2022

DEvS: data distillation algorithm based on evolution strategy.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Investigating Fractal Decomposition Based Algorithm on Low-Dimensional Continuous Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Metaheuristics - 14th International Conference, 2022

2021

H-polytope decomposition-based algorithm for continuous optimization.

[BibT_eX]

[DOI]

Ghazaleh Khodabandelou

Inf. Sci., 2021

Robust license plate signatures matching based on multi-task learning approach.

[BibT_eX]

[DOI]

Abul Hasnat

Neurocomputing, 2021

Characters Recognition based on CNN-RNN architecture and Metaheuristic.

[BibT_eX]

[DOI]

H.-N. Nguyen

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

CNN Classifier's Robustness Enhancement when Preserving Privacy.

[BibT_eX]

[DOI]

Abul Hasnat

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Accurate Classification for Automatic Vehicle-Type Recognition Based on Ensemble Classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2020

Fractal Decomposition Approach for Continuous Multi-Objective Optimization Problems.

[BibT_eX]

[DOI]

Léo Souquet

IEEE Access, 2020

Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Parallel fractal decomposition based algorithm for big continuous optimization problems.

[BibT_eX]

[DOI]

Leo Souquet

J. Parallel Distributed Comput., 2019

Graph based adaptive evolutionary algorithm for continuous optimization.

[BibT_eX]

[DOI]

Asmaa Ghoumari

CoRR, 2019

Multi-node environment strategy for Parallel Deterministic Multi-Objective Fractal Decomposition.

[BibT_eX]

[DOI]

Leo Souquet

CoRR, 2019

Novel Context-aware Classification for Highly Accurate Automatic Toll Collection.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Application Guided Image Quality Estimation Based on Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Evolutionary algorithm with ensemble strategies based on maximum a posteriori for continuous optimization.

[BibT_eX]

[DOI]

Asmaa Ghoumari

Inf. Sci., 2018

New Vehicle Classification Method Based on Hybrid Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Optimal Ensemble Classifiers Based Classification for Automatic Vehicle Type Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Medical Image Registration Based on Metaheuristics: A Comparative Study.

[BibT_eX]

[DOI]

S. Corniglion

Proceedings of the Metaheuristics for Medicine and Biology, 2017

Dynamic Metaheuristics for Brain Cine-MRI.

[BibT_eX]

[DOI]

Proceedings of the Metaheuristics for Medicine and Biology, 2017

Design of Static Metaheuristics for Medical Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the Metaheuristics for Medicine and Biology, 2017

Evidential Deformable Model for Contour Tracking. Application on Brain Cine MR Sequences.

[BibT_eX]

[DOI]

Sarra Naffakhi

Atef Hamouda

Proceedings of the Metaheuristics for Medicine and Biology, 2017

Microscopic Image Segmentation Based on Based Branch and Bound and Game Theory.

[BibT_eX]

[DOI]

Amira Kouzana

Narjes Dogaz

Proceedings of the Metaheuristics for Medicine and Biology, 2017

Adaptive ECG Signal Filtering Using Bayesian Based Evolutionary Algorithm.

[BibT_eX]

[DOI]

Thibaut Bernard

Proceedings of the Metaheuristics for Medicine and Biology, 2017

Lexicographic Approach Based on Evidence Theory for Blood Cell Image Segmentation.

[BibT_eX]

[DOI]

Ismahan Baghli

Proceedings of the Metaheuristics for Medicine and Biology, 2017

Real-time assessment of bone structure positions via ultrasound imaging.

[BibT_eX]

[DOI]

Agnès Masson-Sibut

J. Real Time Image Process., 2017

Deterministic metaheuristic based on fractal decomposition for large-scale optimization.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2017

Design of Metaheuristic Based on Machine Learning: A Unified Approach.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

Dynamic Learning Optimization Algorithm for P2P-VoD Systems.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

2016

Medical image denoising via optimal implementation of non-local means on hybrid parallel architecture.

[BibT_eX]

[DOI]

Tuan-Anh Nguyen

Huy-Nam Nguyen

Comput. Methods Programs Biomed., 2016

Hybrid Heuristics for Mapping Task Problem on Large Scale Heterogeneous Platforms.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

2015

A learning-based resource allocation approach for P2P streaming systems.

[BibT_eX]

[DOI]

IEEE Netw., 2015

A trajectory planning of redundant manipulators based on bilevel optimization.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2015

Evidence theory for image segmentation using information from stochastic Watershed and Hessian filtering.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Systems, Signals and Image Processing, 2015

Bayesian Based Metaheuristic for Large Scale Continuous Optimization.

[BibT_eX]

[DOI]

Bernard Thibault

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

2014

Priori Knowledge Guided Approach for Optimal Peer Selection in P2P VoD Systems.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2014

Mobile Tracking Based on Fractional Integration.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2014

A genetic algorithm designed for robot trajectory planning.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Multi-Layer Perceptron Neural Network and nearest neighbor approaches for indoor localization.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Hybrid Metaheuristic for Annual Hydropower Generation Optimization.

[BibT_eX]

[DOI]

A. Fuser

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Smooth Trajectory Planning for Robot Using Particle Swarm Optimization.

[BibT_eX]

[DOI]

Proceedings of the Swarm Intelligence Based Optimization - First International Conference, 2014

2013

Performance Analysis of Dynamic Optimization Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Metaheuristics for Dynamic Optimization, 2013

Elastic Registration of Brain Cine-MRI Sequences Using MLSDO Dynamic Optimization Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Metaheuristics for Dynamic Optimization, 2013

A multiple local search algorithm for continuous dynamic optimization.

[BibT_eX]

[DOI]

J. Heuristics, 2013

Path planning for redundant manipulators using metaheuristic for bilevel optimization and maximum of manipulability.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Optimal Peer Selection Strategy in P2P-VoD Systems Using Dynamic Evolution Strategy.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Novel Levy Based Particle Swarm Optimization Algorithm for Electrical Power Grid.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Adaptive Peer Selection Strategy in P2P-VoD Systems Based on Dynamic Metaheuristic.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

Thin structure filtering framework with non-local means, Gaussian derivatives and spatially-variant mathematical morphology.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

PSO-2S Optimization Algorithm for Brain MRI Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computing, 2013

2012

An improved biogeography based optimization approach for segmentation of human head CT-scan images employing fuzzy entropy.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2012

A framework for analysis of brain cine MR sequences.

[BibT_eX]

[DOI]

Philippe Decq

Comput. Medical Imaging Graph., 2012

Mobile indoor location based on fractional differentiation.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Brain Cine-MRI Sequences Registration Using B-Spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

On resource allocation strategies in managed peerassisted VOD streaming systems.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012

Hybrid Differential Evolution Using Low-Discrepancy Sequences for Image Segmentation.

[BibT_eX]

[DOI]

Boubaker Daachi

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Optimal fractional filter for image segmentation.

[BibT_eX]

[DOI]

Y. Schulze

Eric Petit

Proceedings of the Image Processing: Algorithms and Systems X; and Parallel Processing for Imaging Applications II, 2012

A Dynamic Multi-Agent Algorithm applied to challenging benchmark problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Indoor localization method based on RTT and AOA using coordinates clustering.

[BibT_eX]

[DOI]

Comput. Networks, 2011

Computer-Assisted Intramedullary Nailing Using Real-Time Bone Detection in 2D Ultrasound Images.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

Brain cine MRI segmentation based on a multiagent algorithm for dynamic continuous optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Bone Surface Segmentation in Ultrasound Images: Application in Computer Assisted Intramedullary Nailing of the Tibia Shaft.

[BibT_eX]

Jean-Baptiste Pinzuti

Proceedings of the MIAD 2011, 2011

2010

A New Multiagent Algorithm for Dynamic Continuous Optimization.

[BibT_eX]

[DOI]

Int. J. Appl. Metaheuristic Comput., 2010

Image thresholding based on Pareto multiobjective optimization.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2010

Third brain ventricle deformation analysis using fractional differentiation and evolution strategy in brain cine-MRI.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Image Processing, 2010

2009

A thresholding method based on two-dimensional fractional differentiation.

[BibT_eX]

[DOI]

Image Vis. Comput., 2009

Fractional differentiation and non-Pareto multiobjective optimization for image thresholding.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2009

Performance Analysis of MADO Dynamic Optimization Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

2008

Non-supervised image segmentation based on multiobjective optimization.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2008

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).

[BibT_eX]

[DOI]

PhD thesis, 2007

Image histogram thresholding based on multiobjective optimization.

[BibT_eX]

[DOI]