Souham Meshoul

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 36

Top Topics

Gene Expression

Dynamic Optimization

Top Venues

Int. J. Appl. Metaheuristic Comput.

Publications

Kheireddine Choutri, Mohand Lagha, Souham Meshoul, Hadil Shaiba, Akram Chegrani, Mohamed Yahiaoui
Vision-Based UAV Detection and Localization to Indoor Positioning System. Sensors 24 (13) (2024)
Mohammed Dabboor, Ghada Atteia, Souham Meshoul, Walaa Alayed
Deep Learning-Based Framework for Soil Moisture Content Retrieval of Bare Soil from Satellite Data. Remote. Sens. 15 (7) (2023)
Shimaa Saber, Souham Meshoul, Khalid Mohamed Amin, Pawel Plawiak, Mohamed Hammad
A Multi-Attention Approach for Person Re-Identification Using Deep Learning. Sensors 23 (7) (2023)
Osama Almurshed, Souham Meshoul, Asmail Muftah, Ashish Kaushal, Osama Almoghamis, Ioan Petri, Nitin Auluck, Omer F. Rana
A Framework for Performance Optimization of Internet of Things Applications. Euro-Par Workshops (1) (2023)
Imene Zenbout, Abdelkrim Bouramoul, Souham Meshoul, Mounira Amrane
Efficient Bioinspired Feature Selection and Machine Learning Based Framework Using Omics Data and Biological Knowledge Data Bases in Cancer Clinical Endpoint Prediction. IEEE Access 11 (2023)
Mohamed Hammad, Souham Meshoul, Piotr Dziwinski, Pawel Plawiak, Ibrahim A. Elgendy
Efficient Lightweight Multimodel Deep Fusion Based on ECG for Arrhythmia Classification. Sensors 22 (23) (2022)
Kheireddine Choutri, Mohand Lagha, Souham Meshoul, Samiha Fadloun
Path Planning and Formation Control for UAV-Enabled Mobile Edge Computing Network. Sensors 22 (19) (2022)
Moneerh Aleedy, Eric Atwell, Souham Meshoul
Towards Deep Learning-Powered Chatbot for Translation Learning. HCI (28) (2022)
Soumiya Hamena, Souham Meshoul, Salima Ouadfel
Multi-descriptor approaches to oxygen binding proteins prediction and classification using deep learning. Int. J. Bioinform. Res. Appl. 18 (3) (2022)
Hanane Zitouni, Souham Meshoul, Chaker Mezioud
New contextual collaborative filtering system with application to personalized healthy nutrition education. J. King Saud Univ. Comput. Inf. Sci. 34 (4) (2022)
Abeer AlGarni, Aws Ben Hamed, Monia Hamdi, Hela Elmannai, Souham Meshoul
Mathematical COVID-19 model with vaccination: a case study in Saudi Arabia. PeerJ Comput. Sci. 8 (2022)
Abdennour Boulesnane, Souham Meshoul
Reinforcement learning for dynamic optimization problems. GECCO Companion (2021)
Tolba Marwa, Salima Ouadfel, Souham Meshoul
Hybrid ensemble approaches to online harassment detection in highly imbalanced data. Expert Syst. Appl. 175 (2021)
Meroua Daoudi, Souham Meshoul, Samia Boucherkha
A Semi-Supervised Approach to GRN Inference Using Learning and Optimization. Int. J. Appl. Metaheuristic Comput. 12 (4) (2021)
Monia Hamdi, Heni Bouhamed, Abeer AlGarni, Hela Elmannai, Souham Meshoul
Deep Learning and Uniform LBP Histograms for Position Recognition of Elderly People with Privacy Preservation. Int. J. Comput. Commun. Control 16 (5) (2021)
Abla Mahdaddi, Souham Meshoul, Meriem Belguidoum
EA-based hyperparameter optimization of hybrid deep learning models for effective drug-target interactions prediction. Expert Syst. Appl. 185 (2021)
Nassira Chekkai, Ilyes Chorfi, Souham Meshoul, Badreddine Chekkai, Didier Schwab, Mohamed Belaoued, Amel Ziani
SCOL: similarity and credibility-based approach for opinion leaders detection in collaborative filtering-based recommender systems. Int. J. Reason. based Intell. Syst. 12 (1) (2020)
Soumeya Zerabi, Souham Meshoul, Samia Chikhi Boucherkha
Models for Internal Clustering Validation Indexes Based on Hadoop-MapReduce. Int. J. Distributed Syst. Technol. 11 (3) (2020)
Imene Zenbout, Abdelkrim Bouramoul, Souham Meshoul
Stacked Sparse Autoencoder For Unsupervised Features Learning in PanCancer miRNA Cancer Classification. CITSC (2019)
Tolba Marwa, Salima Ouadfel, Souham Meshoul
Deep learning for online harassment detection in tweets. PAIS (2018)
Meroua Daoudi, Souham Meshoul
Deep Neural Network for Supervised Inference of Gene Regulatory Network. MISC (2018)
Zakaria Benmounah, Souham Meshoul, Mohamed Batouche, Pietro Lio'
Parallel swarm intelligence strategies for large-scale clustering based on MapReduce with application to epigenetics of aging. Appl. Soft Comput. 69 (2018)
Hanane Zitouni, Souham Meshoul, Kamel Taouche
Enhancing Content Based Filtering Using Web of Data. CIIA (2018)
Abdennour Boulesnane, Souham Meshoul
Effective Streaming Evolutionary Feature Selection Using Dynamic Optimization. CIIA (2018)
Imene Zenbout, Souham Meshoul
Advanced Machine Learning Models for Large Scale Gene Expression Analysis in Cancer Classification: Deep Learning Versus Classical Models. BDCA (2018)
Mohamed Sandeli, Souham Meshoul, Riad Lekhchine
Optimizing Energy in Wireless Sensor Networks using a Quantum Artificial Bee Colony. PAIS (2018)
Kamel Zeltni, Souham Meshoul, Heyam AlBaity
On the Convergence and Diversity of Pareto Fronts Using Swarm Intelligence Metaheuristics for Constrained Search Space. Int. J. Swarm Intell. Res. 9 (1) (2018)
Soumiya Hamena, Souham Meshoul
Deep Neural Network for Classification and Prediction of Oxygen Binding Proteins. ICCBB (2018)
Mohamed Sandeli, Souham Meshoul
Computational Intelligence Approaches for Energy Optimization in Wireless Sensor Networks. Int. J. Comput. Intell. Appl. 16 (3) (2017)
Zakaria Benmounah, Souham Meshoul, Mohamed Batouche
Scalable Differential Evolutionary Clustering Algorithm for Big Data Using Map-Reduce Paradigm. Int. J. Appl. Metaheuristic Comput. 8 (1) (2017)
Soumeya Zerabi, Souham Meshoul, Amina Merniz, Radia Melal
Towards Clustering Validation in Big Data Context. BDCA (2017)
Hanane Zitouni, Souham Meshoul, Kamel Taouche
Improving content based recommender systems using linked data cloud and FOAF vocabulary. WI (2017)
Meroua Daoudi, Souham Meshoul
Revisiting BFR Clustering Algorithm for Large Scale Gene Regulatory Network Reconstruction using MapReduce. BDCA (2017)
Abdennour Boulesnane, Souham Meshoul
WD2O: a novel wind driven dynamic optimization approach with effective change detection. Appl. Intell. 47 (2) (2017)
Kamel Zeltni, Souham Meshoul
Multi-Objective Cuckoo Search Under Multiple Archiving Strategies. Int. J. Comput. Intell. Appl. 15 (4) (2016)
Kamel Zeltni, Souham Meshoul
A New Design of Swarm Intelligence Based Metaheuristics for Constrained Multi-objective Optimization. CSE/EUC/DCABES (2016)
Anouar Boucheham, Mohamed Batouche, Souham Meshoul
Robust hybrid wrapper/filter biomarker discovery from gene expression data based on generalised island model. Int. J. Comput. Biol. Drug Des. 8 (3) (2015)
Abdennour Boulesnane, Souham Meshoul
A Modified Wind Driven Optimization Model for Global Continuous Optimization. HAIS (2015)
Anouar Boucheham, Mohamed Batouche, Souham Meshoul
An Ensemble of Cooperative Parallel Metaheuristics for Gene Selection in Cancer Classification. IWBBIO (2) (2015)
Hanane Zitouni, Omar Nouali, Souham Meshoul
Toward a New Recommender System Based on Multi-criteria Hybrid Information Filtering. CIIA (2015)
Salima Ouadfel, Souham Meshoul
Bio-inspired algorithms for multilevel image thresholding. Int. J. Comput. Appl. Technol. 49 (3/4) (2014)
Salima Ouadfel, Souham Meshoul
Nature-Inspired Metaheuristics for Automatic Multilevel Image Thresholding. Int. J. Appl. Metaheuristic Comput. 5 (4) (2014)
Heyam AlBaity, Souham Meshoul, Ata Kabán, Lilac A. E. Al-Safadi
Quantum behaved particle swarm optimization for data clustering with multiple objectives. SoCPaR (2014)
Abdennour Boulesnane, Souham Meshoul
A New Multi-region Modified Wind Driven Optimization Algorithm with Collision Avoidance for Dynamic Environments. ICSI (2) (2014)
Billel Kenidra, Souham Meshoul
A data-clustering approach based on artificial ant colonies with control of emergence. SoCPaR (2014)
Zakaria Benmounah, Souham Meshoul, Mohamed Batouche
Cooperative Parallel Multi Swarm Model for Clustering in Gene Expression Profiling. ICSI (1) (2014)
Kamel Zeltni, Souham Meshoul
Multi-Objective Cuckoo Search with Leader Selection Strategies. ISCO (2014)
Heyam AlBaity, Souham Meshoul, Ata Kabán
On extending quantum behaved particle swarm optimization to multiobjective context. IEEE Congress on Evolutionary Computation (2012)
Heyam AlBaity, Souham Meshoul, Ata Kabán
Constrained Multi-objective Optimization Using a Quantum Behaved Particle Swarm. ICONIP (3) (2012)
Eman Alattas, Souham Meshoul
An effective feature selection method for on-line signature based authentication. FSKD (2011)
Amer Draa, Souham Meshoul
A Quantum Inspired Learning Cellular Automaton for Solving the Travelling Salesman Problem. UKSim (2010)
Souham Meshoul, Mohamed Batouche
A novel approach for Online signature verification using fisher based probabilistic neural network. ISCC (2010)
Amer Draa, Souham Meshoul, Hichem Talbi, Mohamed Batouche
A Quantum-Inspired Differential Evolution Algorithm for Solving the N-Queens Problem. Int. Arab J. Inf. Technol. 7 (1) (2010)
Souham Meshoul, Mohamed Batouche
A novel quantum behaved Particle Swarm optimization algorithm with chaotic search for image alignment. IEEE Congress on Evolutionary Computation (2010)
Abdesslem Layeb, Abdel Hakim Deneche, Souham Meshoul
A New Artificial Immune System for Solving the Maximum Satisfiability Problem. IEA/AIE (2) (2010)
Souham Meshoul, Mohamed Batouche
Combining Fisher Discriminant Analysis and probabilistic neural network for effective on-line signature recognition. ISSPA (2010)
Chafika Ramdane, Souham Meshoul, Mohamed Batouche, Mohamed-Khireddine Kholladi
A quantum evolutionary algorithm for data clustering. Int. J. Data Min. Model. Manag. 2 (4) (2010)
Abdesslem Layeb, Souham Meshoul, Mohamed Batouche
A Hybrid method for effective multiple sequence alignment. ISCC (2009)
Salima Nebti, Souham Meshoul
Predator prey optimization for snake-based contour detection. Int. J. Intell. Comput. Cybern. 2 (2) (2009)
Souham Meshoul, Mohamed Batouche
Aligning images with multiple objectives. IEEE Congress on Evolutionary Computation (2008)
Abdesslem Layeb, Souham Meshoul, Mohamed Batouche
Quantum Genetic Algorithm for Multiple RNA Structural Alignment. Asia International Conference on Modelling and Simulation (2008)
Mohamed Batouche, Souham Meshoul, Ali Abbassene
On Solving Edge Detection by Emergence. IEA/AIE (2006)
S. Chelloug, Souham Meshoul, Mohamed Batouche
Clustering Microarray Data Within Amorphous Computing Paradigm and Growing Neural Gas Algorithm. IEA/AIE (2006)
Souham Meshoul, Karima Mahdi, Mohamed Batouche
A Quantum Inspired Evolutionary Framework for Multi-objective Optimization. EPIA (2005)
Souham Meshoul, Abdesslem Layeb, Mohamed Batouche
A Quantum Evolutionary Algorithm for Effective Multiple Sequence Alignment. EPIA (2005)
Esma Bendiab, Souham Meshoul, Mohamed Batouche
An Artificial Immune System for Multimodality Image Alignment. ICARIS (2003)
Souham Meshoul, Mohamed Batouche
Combining Extremal Optimization With Singular Value Decomposition For Effective Point Matching. Int. J. Pattern Recognit. Artif. Intell. 17 (7) (2003)
Souham Meshoul, Mohamed Batouche
Ant Colony System with Extremal Dynamics for Point Matching and Pose Estimation. ICPR (3) (2002)
Souham Meshoul, Mohamed Batouche
Une approche multi-agent pour le recalage des images par appariement de primitives. JFSMA (2002)
Souham Meshoul, Mohamed Batouche
Max-Min Ant Szstem with Local Search for Point-Based Image Regitration. IC-AI (2002)
Souham Meshoul, Mohamed Batouche
An Evolutionary Framework for Multi-Modality Image Alignment. IC-AI (2002)
Souham Meshoul, Mohamed Batouche
Robust Point Correspondence for Image Registration Using Optimization with Extremal Dynamics. DAGM-Symposium (2002)