Robust Point Correspondence for Image Registration Using Optimization with Extremal Dynamics. - Souham Meshoul; Mohamed Batouche (DAGM-Symposium, 2002)

An Evolutionary Framework for Multi-Modality Image Alignment. - Souham Meshoul; Mohamed Batouche (IC-AI, 2002)

Max-Min Ant Szstem with Local Search for Point-Based Image Regitration. - Souham Meshoul; Mohamed Batouche (IC-AI, 2002)

Ant Colony System with Extremal Dynamics for Point Matching and Pose Estimation. - Souham Meshoul; Mohamed Batouche (ICPR (3), 2002)

Une approche multi-agent pour le recalage des images par appariement de primitives. - Souham Meshoul; Mohamed Batouche (JFSMA, 2002)

An Artificial Immune System for Multimodality Image Alignment. - Esma Bendiab; Souham Meshoul; Mohamed Batouche (ICARIS, 2003)

Combining Extremal Optimization With Singular Value Decomposition For Effective Point Matching. - Souham Meshoul; Mohamed Batouche (Int. J. Pattern Recognit. Artif. Intell., 2003)

A Quantum Evolutionary Algorithm for Effective Multiple Sequence Alignment. - Souham Meshoul; Abdesslem Layeb; Mohamed Batouche (EPIA, 2005)

A Quantum Inspired Evolutionary Framework for Multi-objective Optimization. - Souham Meshoul; Karima Mahdi; Mohamed Batouche (EPIA, 2005)

On Solving Edge Detection by Emergence. - Mohamed Batouche; Souham Meshoul; Ali Abbassene (IEA/AIE, 2006)

Clustering Microarray Data Within Amorphous Computing Paradigm and Growing Neural Gas Algorithm. - S. Chelloug; Souham Meshoul; Mohamed Batouche (IEA/AIE, 2006)

Multiple sequence alignment by quantum genetic algorithm. - Abdesslem Layeb; Soham Meshoul; Mohamed Batouche (IPDPS, 2006)

Quantum Genetic Algorithm for Multiple RNA Structural Alignment. - Abdesslem Layeb; Souham Meshoul; Mohamed Batouche (Asia International Conference on Modelling and Simulation, 2008)

Aligning images with multiple objectives. - Souham Meshoul; Mohamed Batouche (IEEE Congress on Evolutionary Computation, 2008)

A Hybrid method for effective multiple sequence alignment. - Abdesslem Layeb; Souham Meshoul; Mohamed Batouche (ISCC, 2009)

Predator prey optimization for snake-based contour detection. - Salima Nebti; Souham Meshoul (Int. J. Intell. Comput. Cybern., 2009)

A novel quantum behaved Particle Swarm optimization algorithm with chaotic search for image alignment. - Souham Meshoul; Mohamed Batouche (IEEE Congress on Evolutionary Computation, 2010)

A New Artificial Immune System for Solving the Maximum Satisfiability Problem. - Abdesslem Layeb; Abdel Hakim Deneche; Souham Meshoul (IEA/AIE (2), 2010)

A novel approach for Online signature verification using fisher based probabilistic neural network. - Souham Meshoul; Mohamed Batouche (ISCC, 2010)

Combining Fisher Discriminant Analysis and probabilistic neural network for effective on-line signature recognition. - Souham Meshoul; Mohamed Batouche (ISSPA, 2010)

A Quantum Inspired Learning Cellular Automaton for Solving the Travelling Salesman Problem. - Amer Draa; Souham Meshoul (UKSim, 2010)

A Quantum-Inspired Differential Evolution Algorithm for Solving the N-Queens Problem. - Amer Draa; Souham Meshoul; Hichem Talbi; Mohamed Batouche (Int. Arab J. Inf. Technol., 2010)

A quantum evolutionary algorithm for data clustering. - Chafika Ramdane; Souham Meshoul; Mohamed Batouche; Mohamed-Khireddine Kholladi (Int. J. Data Min. Model. Manag., 2010)

An effective feature selection method for on-line signature based authentication. - Eman Alattas; Souham Meshoul (FSKD, 2011)

On extending quantum behaved particle swarm optimization to multiobjective context. - Heyam H. Al-Baity; Souham Meshoul; Ata Kabán (IEEE Congress on Evolutionary Computation, 2012)

Constrained Multi-objective Optimization Using a Quantum Behaved Particle Swarm. - Heyam H. Al-Baity; Souham Meshoul; Ata Kabán (ICONIP (3), 2012)

Cooperative Parallel Multi Swarm Model for Clustering in Gene Expression Profiling. - Zakaria Benmounah; Souham Meshoul; Mohamed Batouche (ICSI (1), 2014)

A New Multi-region Modified Wind Driven Optimization Algorithm with Collision Avoidance for Dynamic Environments. - Abdennour Boulesnane; Souham Meshoul (ICSI (2), 2014)

Multi-Objective Cuckoo Search with Leader Selection Strategies. - Kamel Zeltni; Souham Meshoul (ISCO, 2014)

Quantum behaved particle swarm optimization for data clustering with multiple objectives. - Heyam H. Al-Baity; Souham Meshoul; Ata Kabán; Lilac A. E. Al-Safadi (SoCPaR, 2014)

A data-clustering approach based on artificial ant colonies with control of emergence. - Billel Kenidra; Souham Meshoul (SoCPaR, 2014)

Nature-Inspired Metaheuristics for Automatic Multilevel Image Thresholding. - Salima Ouadfel; Souham Meshoul (Int. J. Appl. Metaheuristic Comput., 2014)

Bio-inspired algorithms for multilevel image thresholding. - Salima Ouadfel; Souham Meshoul (Int. J. Comput. Appl. Technol., 2014)

Toward a New Recommender System Based on Multi-criteria Hybrid Information Filtering. - Hanane Zitouni; Omar Nouali; Souham Meshoul (CIIA, 2015)

A Modified Wind Driven Optimization Model for Global Continuous Optimization. - Abdennour Boulesnane; Souham Meshoul (HAIS, 2015)

An Ensemble of Cooperative Parallel Metaheuristics for Gene Selection in Cancer Classification. - Anouar Boucheham; Mohamed Batouche; Souham Meshoul (IWBBIO (2), 2015)

Robust hybrid wrapper/filter biomarker discovery from gene expression data based on generalised island model. - Anouar Boucheham; Mohamed Batouche; Souham Meshoul (Int. J. Comput. Biol. Drug Des., 2015)

A New Design of Swarm Intelligence Based Metaheuristics for Constrained Multi-objective Optimization. - Kamel Zeltni; Souham Meshoul (CSE/EUC/DCABES, 2016)

Multi-Objective Cuckoo Search Under Multiple Archiving Strategies. - Kamel Zeltni; Souham Meshoul (Int. J. Comput. Intell. Appl., 2016)

Revisiting BFR Clustering Algorithm for Large Scale Gene Regulatory Network Reconstruction using MapReduce. - Meroua Daoudi; Souham Meshoul (BDCA, 2017)

Towards Clustering Validation in Big Data Context. - Soumeya Zerabi; Souham Meshoul; Amina Merniz; Radia Melal (BDCA, 2017)

Improving content based recommender systems using linked data cloud and FOAF vocabulary. - Hanane Zitouni; Souham Meshoul; Kamel Taouche (WI, 2017)

WD2O: a novel wind driven dynamic optimization approach with effective change detection. - Abdennour Boulesnane; Souham Meshoul (Appl. Intell., 2017)

Scalable Differential Evolutionary Clustering Algorithm for Big Data Using Map-Reduce Paradigm. - Zakaria Benmounah; Souham Meshoul; Mohamed Batouche (Int. J. Appl. Metaheuristic Comput., 2017)

Computational Intelligence Approaches for Energy Optimization in Wireless Sensor Networks. - Mohamed Sandeli; Souham Meshoul (Int. J. Comput. Intell. Appl., 2017)

Advanced Machine Learning Models for Large Scale Gene Expression Analysis in Cancer Classification: Deep Learning Versus Classical Models. - Imene Zenbout; Souham Meshoul (BDCA, 2018)

Effective Streaming Evolutionary Feature Selection Using Dynamic Optimization. - Abdennour Boulesnane; Souham Meshoul (CIIA, 2018)

Enhancing Content Based Filtering Using Web of Data. - Hanane Zitouni; Souham Meshoul; Kamel Taouche (CIIA, 2018)

Deep Neural Network for Classification and Prediction of Oxygen Binding Proteins. - Soumiya Hamena; Souham Meshoul (ICCBB, 2018)

Deep Neural Network for Supervised Inference of Gene Regulatory Network. - Meroua Daoudi; Souham Meshoul (MISC, 2018)

Deep learning for online harassment detection in tweets. - Tolba Marwa; Salima Ouadfel; Souham Meshoul (PAIS, 2018)

Optimizing Energy in Wireless Sensor Networks using a Quantum Artificial Bee Colony. - Mohamed Sandeli; Souham Meshoul; Riad Lekhchine (PAIS, 2018)

Parallel swarm intelligence strategies for large-scale clustering based on MapReduce with application to epigenetics of aging. - Zakaria Benmounah; Souham Meshoul; Mohamed Batouche; Pietro Lio' (Appl. Soft Comput., 2018)

On the Convergence and Diversity of Pareto Fronts Using Swarm Intelligence Metaheuristics for Constrained Search Space. - Kamel Zeltni; Souham Meshoul; Heyam H. Al-Baity (Int. J. Swarm Intell. Res., 2018)

Stacked Sparse Autoencoder For Unsupervised Features Learning in PanCancer miRNA Cancer Classification. - Imene Zenbout; Abdelkrim Bouramoul; Souham Meshoul (CITSC, 2019)

Models for Internal Clustering Validation Indexes Based on Hadoop-MapReduce. - Soumeya Zerabi; Souham Meshoul; Samia Chikhi Boucherkha (Int. J. Distributed Syst. Technol., 2020)

SCOL: similarity and credibility-based approach for opinion leaders detection in collaborative filtering-based recommender systems. - Nassira Chekkai; Ilyes Chorfi; Souham Meshoul; Badreddine Chekkai; Didier Schwab; Mohamed Belaoued; Amel Ziani (Int. J. Reason. based Intell. Syst., 2020)

Reinforcement learning for dynamic optimization problems. - Abdennour Boulesnane; Souham Meshoul (GECCO Companion, 2021)

EA-based hyperparameter optimization of hybrid deep learning models for effective drug-target interactions prediction. - Abla Mahdaddi; Souham Meshoul; Meriem Belguidoum (Expert Syst. Appl., 2021)

Hybrid ensemble approaches to online harassment detection in highly imbalanced data. - Tolba Marwa; Salima Ouadfel; Souham Meshoul (Expert Syst. Appl., 2021)

A Semi-Supervised Approach to GRN Inference Using Learning and Optimization. - Meroua Daoudi; Souham Meshoul; Samia Boucherkha (Int. J. Appl. Metaheuristic Comput., 2021)

Deep Learning and Uniform LBP Histograms for Position Recognition of Elderly People with Privacy Preservation. - Monia Hamdi; Heni Bouhamed; Abeer AlGarni; Hela Elmannai; Souham Meshoul (Int. J. Comput. Commun. Control, 2021)

Towards Deep Learning-Powered Chatbot for Translation Learning. - Moneerh Aleedy; Eric Atwell; Souham Meshoul (HCI (28), 2022)

Multi-descriptor approaches to oxygen binding proteins prediction and classification using deep learning. - Soumiya Hamena; Souham Meshoul; Salima Ouadfel (Int. J. Bioinform. Res. Appl., 2022)

New contextual collaborative filtering system with application to personalized healthy nutrition education. - Hanane Zitouni; Souham Meshoul; Chaker Mezioud (J. King Saud Univ. Comput. Inf. Sci., 2022)

Mathematical COVID-19 model with vaccination: a case study in Saudi Arabia. - Abeer AlGarni; Aws Ben Hamed; Monia Hamdi; Hela Elmannai; Souham Meshoul (PeerJ Comput. Sci., 2022)

Path Planning and Formation Control for UAV-Enabled Mobile Edge Computing Network. - Kheireddine Choutri; Mohand Lagha; Souham Meshoul; Samiha Fadloun (Sensors, 2022)

Efficient Lightweight Multimodel Deep Fusion Based on ECG for Arrhythmia Classification. - Mohamed Hammad; Souham Meshoul; Piotr Dziwiñski; Pawel Plawiak; Ibrahim A. Elgendy (Sensors, 2022)

A Framework for Performance Optimization of Internet of Things Applications. - Osama Almurshed; Souham Meshoul; Asmail Muftah; Ashish Kaushal; Osama Almoghamis; Ioan Petri; Nitin Auluck; Omer F. Rana (Euro-Par Workshops (1), 2023)

Efficient Bioinspired Feature Selection and Machine Learning Based Framework Using Omics Data and Biological Knowledge Data Bases in Cancer Clinical Endpoint Prediction. - Imene Zenbout; Abdelkrim Bouramoul; Souham Meshoul; Mounira Amrane (IEEE Access, 2023)

Explainable Heart Disease Prediction Using Ensemble-Quantum Machine Learning Approach. - Ghada Abdulsalam; Souham Meshoul; Hadil Shaiba (Intell. Autom. Soft Comput., 2023)

Robust ACO-Based Landmark Matching and Maxillofacial Anomalies Classification. - Dalel Ben Ismail; Hela Elmannai; Souham Meshoul; Mohamed Saber Naceur (Intell. Autom. Soft Comput., 2023)

Deep Learning-Based Framework for Soil Moisture Content Retrieval of Bare Soil from Satellite Data. - Mohammed Dabboor; Ghada Atteia; Souham Meshoul; Walaa Alayed (Remote. Sens., 2023)

A Multi-Attention Approach for Person Re-Identification Using Deep Learning. - Shimaa Saber; Souham Meshoul; Khalid Mohamed Amin; Pawel Plawiak; Mohamed Hammad (Sensors, 2023)

Baleegh at KSAA-CAD 2024: Towards Enhancing Arabic Reverse Dictionaries. - Mais Alheraki; Souham Meshoul (ArabicNLP, 2024)

Vision-Based UAV Detection and Localization to Indoor Positioning System. - Kheireddine Choutri; Mohand Lagha; Souham Meshoul; Hadil Shaiba; Akram Chegrani; Mohamed Yahiaoui (Sensors, 2024)

Prediction of Promotors in Agrobacterium and Klebsiella Using Novel Feature Engineering and Ensemble Learning Approach. - Nagwan M. Abdel Samee; Rawan Talaat; Ali Raza; Hadil Shaiba; Souham Meshoul (IEEE Access, 2025)

Enhancing performance of machine learning tasks on edge-cloud infrastructures: A cross-domain Internet of Things based framework. - Osama Almurshed; Ashish Kaushal; Souham Meshoul; Asmail Muftah; Osama Almoghamis; Ioan Petri; Nitin Auluck; Omer F. Rana (Future Gener. Comput. Syst., 2025)

Designing AI-powered translation education tools: a framework for parallel sentence generation using SauLTC and LLMs. - Moneerh Aleedy; Fatma Alshihri; Souham Meshoul; Maha Al-Harthi; Salwa Alramlawi; Badr Al-Daihani; Hadil Shaiba; Eric Atwell (PeerJ Comput. Sci., 2025)