2025
FDS: Fractal decomposition based direct search approach for continuous dynamic optimization.
Inf. Sci., 2025
A 0-Shot Self-Attention Mechanism for Accelerated Diagonal Attention.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025
2024
Vision transformers inference acceleration based on adaptive layer normalization.
Neurocomputing, 2024
Electrostatic Force Regularization for Neural Structured Pruning.
CoRR, 2024
Quadratic Convolution-based YOLOv8 (Q-YOLOv8) for localization of intracranial hemorrhage from head CT images.
Biomed. Signal Process. Control., 2024
Emb-trattunet: a novel edge loss function and transformer-CNN architecture for multi-classes pneumonia infection segmentation in low annotation regimes.
Artif. Intell. Rev., 2024
Multiobjective Based Strategy for Neural Architecture Search for Segmentation Task.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024
Evolutionary Algorithm Based Adaptive Image Anonymization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
YOLO based Object Detection Enhancement based on Quadratic Convolution.
Proceedings of the 2nd International Conference on Foundation and Large Language Models, 2024
License Plate Images Generation with Diffusion Models.
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
2023
Convolutional neural network architecture search based on fractal decomposition optimization algorithm.
Expert Syst. Appl., March, 2023
Efficient Meta label correction based on Meta Learning and bi-level optimization.
Eng. Appl. Artif. Intell., 2023
2D and 3D CNN-Based Fusion Approach for COVID-19 Severity Prediction from 3D CT-Scans.
CoRR, 2023
Convolutional Neural Network Compression Based on Improved Fractal Decomposition Algorithm for Large Scale Optimization.
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.
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.
Proceedings of the IEEE International Conference on Image Processing, 2023
Inference Acceleration of Deep Learning Classifiers Based on RNN.
Proceedings of the IEEE International Conference on Image Processing, 2023
Adaptive Image Anonymization in the Context of Image Classification with Neural Networks.
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.
Proceedings of the IEEE International Conference on Acoustics, 2023
Deep Learning Models Compression Based on Evolutionary Algorithms and Digital Fractional Differentiation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
2022
Study of the Fractal decomposition based metaheuristic on low-dimensional Black-Box optimization problems.
CoRR, 2022
Dynamic camera alignment optimization problem based on Fractal Decomposition based Algorithm.
CoRR, 2022
FFCNN: Fast FPGA based Acceleration for Convolution neural network inference.
CoRR, 2022
Optimal CNN-Hopfield Network for Pattern Recognition Based on a Genetic Algorithm.
Algorithms, 2022
DEvS: data distillation algorithm based on evolution strategy.
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.
Proceedings of the Metaheuristics - 14th International Conference, 2022
2021
H-polytope decomposition-based algorithm for continuous optimization.
Inf. Sci., 2021
Robust license plate signatures matching based on multi-task learning approach.
Neurocomputing, 2021
Characters Recognition based on CNN-RNN architecture and Metaheuristic.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021
CNN Classifier's Robustness Enhancement when Preserving Privacy.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
Accurate Classification for Automatic Vehicle-Type Recognition Based on Ensemble Classifiers.
IEEE Trans. Intell. Transp. Syst., 2020
Fractal Decomposition Approach for Continuous Multi-Objective Optimization Problems.
IEEE Access, 2020
Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint.
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.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Parallel fractal decomposition based algorithm for big continuous optimization problems.
J. Parallel Distributed Comput., 2019
Graph based adaptive evolutionary algorithm for continuous optimization.
CoRR, 2019
Multi-node environment strategy for Parallel Deterministic Multi-Objective Fractal Decomposition.
CoRR, 2019
Novel Context-aware Classification for Highly Accurate Automatic Toll Collection.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019
Application Guided Image Quality Estimation Based on Classification.
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.
Inf. Sci., 2018
New Vehicle Classification Method Based on Hybrid Classifiers.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Optimal Ensemble Classifiers Based Classification for Automatic Vehicle Type Recognition.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
Medical Image Registration Based on Metaheuristics: A Comparative Study.
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Dynamic Metaheuristics for Brain Cine-MRI.
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Design of Static Metaheuristics for Medical Image Analysis.
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Evidential Deformable Model for Contour Tracking. Application on Brain Cine MR Sequences.
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Microscopic Image Segmentation Based on Based Branch and Bound and Game Theory.
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Adaptive ECG Signal Filtering Using Bayesian Based Evolutionary Algorithm.
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Lexicographic Approach Based on Evidence Theory for Blood Cell Image Segmentation.
Proceedings of the Metaheuristics for Medicine and Biology, 2017
Real-time assessment of bone structure positions via ultrasound imaging.
J. Real Time Image Process., 2017
Deterministic metaheuristic based on fractal decomposition for large-scale optimization.
Appl. Soft Comput., 2017
Design of Metaheuristic Based on Machine Learning: A Unified Approach.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017
Dynamic Learning Optimization Algorithm for P2P-VoD Systems.
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.
Comput. Methods Programs Biomed., 2016
Hybrid Heuristics for Mapping Task Problem on Large Scale Heterogeneous Platforms.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
2015
A learning-based resource allocation approach for P2P streaming systems.
IEEE Netw., 2015
A trajectory planning of redundant manipulators based on bilevel optimization.
Appl. Math. Comput., 2015
Evidence theory for image segmentation using information from stochastic Watershed and Hessian filtering.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
Bayesian Based Metaheuristic for Large Scale Continuous Optimization.
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.
IEEE Trans. Netw. Serv. Manag., 2014
Mobile Tracking Based on Fractional Integration.
IEEE Trans. Mob. Comput., 2014
A genetic algorithm designed for robot trajectory planning.
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.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Hybrid Metaheuristic for Annual Hydropower Generation Optimization.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Smooth Trajectory Planning for Robot Using Particle Swarm Optimization.
Proceedings of the Swarm Intelligence Based Optimization - First International Conference, 2014
2013
Performance Analysis of Dynamic Optimization Algorithms.
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
Elastic Registration of Brain Cine-MRI Sequences Using MLSDO Dynamic Optimization Algorithm.
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
A multiple local search algorithm for continuous dynamic optimization.
J. Heuristics, 2013
Path planning for redundant manipulators using metaheuristic for bilevel optimization and maximum of manipulability.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013
Optimal Peer Selection Strategy in P2P-VoD Systems Using Dynamic Evolution Strategy.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013
Novel Levy Based Particle Swarm Optimization Algorithm for Electrical Power Grid.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013
Adaptive Peer Selection Strategy in P2P-VoD Systems Based on Dynamic Metaheuristic.
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.
Proceedings of the IEEE International Conference on Image Processing, 2013
PSO-2S Optimization Algorithm for Brain MRI Segmentation.
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.
Eng. Appl. Artif. Intell., 2012
A framework for analysis of brain cine MR sequences.
Comput. Medical Imaging Graph., 2012
Mobile indoor location based on fractional differentiation.
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.
Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012
On resource allocation strategies in managed peerassisted VOD streaming systems.
Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012
Hybrid Differential Evolution Using Low-Discrepancy Sequences for Image Segmentation.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012
Optimal fractional filter for image segmentation.
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Indoor localization method based on RTT and AOA using coordinates clustering.
Comput. Networks, 2011
Computer-Assisted Intramedullary Nailing Using Real-Time Bone Detection in 2D Ultrasound Images.
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.
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.
Proceedings of the MIAD 2011, 2011
2010
A New Multiagent Algorithm for Dynamic Continuous Optimization.
Int. J. Appl. Metaheuristic Comput., 2010
Image thresholding based on Pareto multiobjective optimization.
Eng. Appl. Artif. Intell., 2010
Third brain ventricle deformation analysis using fractional differentiation and evolution strategy in brain cine-MRI.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
2009
A thresholding method based on two-dimensional fractional differentiation.
Image Vis. Comput., 2009
Fractional differentiation and non-Pareto multiobjective optimization for image thresholding.
Eng. Appl. Artif. Intell., 2009
Performance Analysis of MADO Dynamic Optimization Algorithm.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
2008
Non-supervised image segmentation based on multiobjective optimization.
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).
PhD thesis, 2007
Image histogram thresholding based on multiobjective optimization.
Signal Process., 2007
Microscopic Image Segmentation with Two-dimensional Exponential Entropy Based on Hybrid Microcanonical Annealing.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007
Image Thresholding Using TRIBES, a Parameter-Free Particle Swarm Optimization Algorithm.
Proceedings of the Learning and Intelligent Optimization, Second International Conference, 2007
Magnetic Resonance Image Segmentation Based on Two-Dimensional Exponential Entropy and a Parameter Free PSO.
Proceedings of the Artificial Evolution, 2007