Souham Meshoul

Mounira Amrane

IEEE Access, 2023

A Framework for Performance Optimization of Internet of Things Applications.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28, 2023

2022

Efficient Lightweight Multimodel Deep Fusion Based on ECG for Arrhythmia Classification.

[BibT_eX]

[DOI]

Sensors, 2022

Path Planning and Formation Control for UAV-Enabled Mobile Edge Computing Network.

[BibT_eX]

[DOI]

Sensors, 2022

Mathematical COVID-19 model with vaccination: a case study in Saudi Arabia.

[BibT_eX]

[DOI]

PeerJ Comput. Sci., 2022

New contextual collaborative filtering system with application to personalized healthy nutrition education.

[BibT_eX]

[DOI]

Chaker Mezioud

J. King Saud Univ. Comput. Inf. Sci., 2022

Multi-descriptor approaches to oxygen binding proteins prediction and classification using deep learning.

[BibT_eX]

[DOI]

Soumiya Hamena

Int. J. Bioinform. Res. Appl., 2022

Towards Deep Learning-Powered Chatbot for Translation Learning.

[BibT_eX]

[DOI]

Moneerh Aleedy

Eric Atwell

Proceedings of the Learning and Collaboration Technologies. Novel Technological Environments, 2022

2021

Deep Learning and Uniform LBP Histograms for Position Recognition of Elderly People with Privacy Preservation.

[BibT_eX]

[DOI]

Int. J. Comput. Commun. Control, 2021

A Semi-Supervised Approach to GRN Inference Using Learning and Optimization.

[BibT_eX]

[DOI]

Meroua Daoudi

Samia Boucherkha

Int. J. Appl. Metaheuristic Comput., 2021

Hybrid ensemble approaches to online harassment detection in highly imbalanced data.

[BibT_eX]

[DOI]

Tolba Marwa

Expert Syst. Appl., 2021

EA-based hyperparameter optimization of hybrid deep learning models for effective drug-target interactions prediction.

[BibT_eX]

[DOI]

Abla Mahdaddi

Meriem Belguidoum

Expert Syst. Appl., 2021

Reinforcement learning for dynamic optimization problems.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

SCOL: similarity and credibility-based approach for opinion leaders detection in collaborative filtering-based recommender systems.

[BibT_eX]

[DOI]

Int. J. Reason. based Intell. Syst., 2020

Models for Internal Clustering Validation Indexes Based on Hadoop-MapReduce.

[BibT_eX]

[DOI]

Soumeya Zerabi

Samia Chikhi Boucherkha

Int. J. Distributed Syst. Technol., 2020

2019

Stacked Sparse Autoencoder For Unsupervised Features Learning in PanCancer miRNA Cancer Classification.

[BibT_eX]

[DOI]

Imene Zenbout

Abdelkrim Bouramoul

Proceedings of the 1st International Conference on Innovative Trends in Computer Science, 2019

2018

On the Convergence and Diversity of Pareto Fronts Using Swarm Intelligence Metaheuristics for Constrained Search Space.

[BibT_eX]

[DOI]

Int. J. Swarm Intell. Res., 2018

Parallel swarm intelligence strategies for large-scale clustering based on MapReduce with application to epigenetics of aging.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

Optimizing Energy in Wireless Sensor Networks using a Quantum Artificial Bee Colony.

[BibT_eX]

[DOI]

Mohamed Sandeli

Riad Lekhchine

Proceedings of the 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2018

Deep learning for online harassment detection in tweets.

[BibT_eX]

[DOI]

Tolba Marwa

Proceedings of the 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2018

Deep Neural Network for Supervised Inference of Gene Regulatory Network.

[BibT_eX]

[DOI]

Meroua Daoudi

Proceedings of the Modelling and Implementation of Complex Systems, 2018

Deep Neural Network for Classification and Prediction of Oxygen Binding Proteins.

[BibT_eX]

[DOI]

Soumiya Hamena

Proceedings of the 2nd International Conference on Computational Biology and Bioinformatics, 2018

Enhancing Content Based Filtering Using Web of Data.

[BibT_eX]

[DOI]

Kamel Taouche

Proceedings of the Computational Intelligence and Its Applications, 2018

Effective Streaming Evolutionary Feature Selection Using Dynamic Optimization.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence and Its Applications, 2018

Advanced Machine Learning Models for Large Scale Gene Expression Analysis in Cancer Classification: Deep Learning Versus Classical Models.

[BibT_eX]

[DOI]

Imene Zenbout

Proceedings of the Big Data, Cloud and Applications - Third International Conference, 2018

2017

Computational Intelligence Approaches for Energy Optimization in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Mohamed Sandeli

Int. J. Comput. Intell. Appl., 2017

Scalable Differential Evolutionary Clustering Algorithm for Big Data Using Map-Reduce Paradigm.

[BibT_eX]

[DOI]

Zakaria Benmounah

Int. J. Appl. Metaheuristic Comput., 2017

WD2O: a novel wind driven dynamic optimization approach with effective change detection.

[BibT_eX]

[DOI]

Appl. Intell., 2017

Improving content based recommender systems using linked data cloud and FOAF vocabulary.

[BibT_eX]

[DOI]

Kamel Taouche

Proceedings of the International Conference on Web Intelligence, 2017

Towards Clustering Validation in Big Data Context.

[BibT_eX]

[DOI]

Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, 2017

Revisiting BFR Clustering Algorithm for Large Scale Gene Regulatory Network Reconstruction using MapReduce.

[BibT_eX]

[DOI]

Meroua Daoudi

Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, 2017

2016

Multi-Objective Cuckoo Search Under Multiple Archiving Strategies.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Appl., 2016

A New Design of Swarm Intelligence Based Metaheuristics for Constrained Multi-objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Intl Conference on Computational Science and Engineering, 2016

2015

Robust hybrid wrapper/filter biomarker discovery from gene expression data based on generalised island model.

[BibT_eX]

[DOI]

Anouar Boucheham

Int. J. Comput. Biol. Drug Des., 2015

An Ensemble of Cooperative Parallel Metaheuristics for Gene Selection in Cancer Classification.

[BibT_eX]

[DOI]

Anouar Boucheham

Proceedings of the Bioinformatics and Biomedical Engineering, 2015

A Modified Wind Driven Optimization Model for Global Continuous Optimization.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Toward a New Recommender System Based on Multi-criteria Hybrid Information Filtering.

[BibT_eX]

[DOI]

Omar Nouali

Proceedings of the Computer Science and Its Applications, 2015

2014

Bio-inspired algorithms for multilevel image thresholding.

[BibT_eX]

[DOI]

Int. J. Comput. Appl. Technol., 2014

Nature-Inspired Metaheuristics for Automatic Multilevel Image Thresholding.

[BibT_eX]

[DOI]

Int. J. Appl. Metaheuristic Comput., 2014

A data-clustering approach based on artificial ant colonies with control of emergence.

[BibT_eX]

[DOI]

Billel Kenidra

Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

Quantum behaved particle swarm optimization for data clustering with multiple objectives.

[BibT_eX]

[DOI]

Ata Kabán

Lilac A. E. Al-Safadi

Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

Multi-Objective Cuckoo Search with Leader Selection Strategies.

[BibT_eX]

[DOI]

Proceedings of the Combinatorial Optimization - Third International Symposium, 2014

A New Multi-region Modified Wind Driven Optimization Algorithm with Collision Avoidance for Dynamic Environments.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

Cooperative Parallel Multi Swarm Model for Clustering in Gene Expression Profiling.

[BibT_eX]

[DOI]

Zakaria Benmounah

Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

2012

Constrained Multi-objective Optimization Using a Quantum Behaved Particle Swarm.

[BibT_eX]

[DOI]

Ata Kabán

Proceedings of the Neural Information Processing - 19th International Conference, 2012

On extending quantum behaved particle swarm optimization to multiobjective context.

[BibT_eX]

[DOI]

Ata Kabán

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

An effective feature selection method for on-line signature based authentication.

[BibT_eX]

[DOI]

Eman Alattas

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

2010

A quantum evolutionary algorithm for data clustering.

[BibT_eX]

[DOI]

Chafika Ramdane

Mohamed-Khireddine Kholladi

Int. J. Data Min. Model. Manag., 2010

A Quantum-Inspired Differential Evolution Algorithm for Solving the N-Queens Problem.

[BibT_eX]

[DOI]

Int. Arab J. Inf. Technol., 2010

A Quantum Inspired Learning Cellular Automaton for Solving the Travelling Salesman Problem.

[BibT_eX]

[DOI]

Amer Draa

Proceedings of the 12th UKSim, 2010

Combining Fisher Discriminant Analysis and probabilistic neural network for effective on-line signature recognition.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information Sciences, 2010

A novel approach for Online signature verification using fisher based probabilistic neural network.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE Symposium on Computers and Communications, 2010

A New Artificial Immune System for Solving the Maximum Satisfiability Problem.

[BibT_eX]

[DOI]

Abdel Hakim Deneche

Proceedings of the Trends in Applied Intelligent Systems, 2010

A novel quantum behaved Particle Swarm optimization algorithm with chaotic search for image alignment.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Predator prey optimization for snake-based contour detection.

[BibT_eX]

[DOI]

Salima Nebti

Int. J. Intell. Comput. Cybern., 2009

A Hybrid method for effective multiple sequence alignment.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Symposium on Computers and Communications (ISCC 2009), 2009

2008

Aligning images with multiple objectives.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Quantum Genetic Algorithm for Multiple RNA Structural Alignment.

[BibT_eX]

[DOI]

Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008

2006

Multiple sequence alignment by quantum genetic algorithm.

[BibT_eX]

[DOI]

Soham Meshoul

Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Clustering Microarray Data Within Amorphous Computing Paradigm and Growing Neural Gas Algorithm.

[BibT_eX]

[DOI]

S. Chelloug

Proceedings of the Advances in Applied Artificial Intelligence, 2006

On Solving Edge Detection by Emergence.

[BibT_eX]

[DOI]

Ali Abbassene

Proceedings of the Advances in Applied Artificial Intelligence, 2006

2005

A Quantum Inspired Evolutionary Framework for Multi-objective Optimization.

[BibT_eX]

[DOI]

Karima Mahdi

Proceedings of the Progress in Artificial Intelligence, 2005

A Quantum Evolutionary Algorithm for Effective Multiple Sequence Alignment.

[BibT_eX]

[DOI]

Proceedings of the Progress in Artificial Intelligence, 2005

2003

Combining Extremal Optimization With Singular Value Decomposition For Effective Point Matching.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2003

An Artificial Immune System for Multimodality Image Alignment.

[BibT_eX]

[DOI]

Esma Bendiab

Proceedings of the Artificial Immune Systems, Second International Conference, 2003

2002

Une approche multi-agent pour le recalage des images par appariement de primitives.

[BibT_eX]

Proceedings of the Systèmes multi-agents et systèmes complexes : ingénierie, résolution de problèmes et simulation - JFSMA 02, 2002

Ant Colony System with Extremal Dynamics for Point Matching and Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Max-Min Ant Szstem with Local Search for Point-Based Image Regitration.

[BibT_eX]

Proceedings of the International Conference on Artificial Intelligence, 2002

An Evolutionary Framework for Multi-Modality Image Alignment.

[BibT_eX]

Proceedings of the International Conference on Artificial Intelligence, 2002

Robust Point Correspondence for Image Registration Using Optimization with Extremal Dynamics.

[BibT_eX]

[DOI]