Souham Meshoul

82 papers B 4C 5Misc 5Journal 37Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhanced fire detection: a weighted bounding box fusion approach based on Dempster-Shafer theory. PeerJ Comput. Sci. Kheireddine Choutri, Nour El Imane Hamda, Allel Hadjali, Mohand Lagha, Souham Meshoul, Samiha Fadloun
2026	J	`jnl`	Enhancing transparency understanding using machine learning and visual analytics. PeerJ Comput. Sci. Samiha Fadloun, Sara Laouadi, Souham Meshoul, Kheireddine Choutri, Shrooq Alsenan, Mahmood Hosseini, Mohammed El Seddik Roukbi
2025	J	`jnl`	A Novel Approach to Enhanced Cancelable Multi-Biometrics Personal Identification Based on Incremental Deep Learning. Comput. Mater. Continua Ali Batouche, Souham Meshoul, Hadil Shaiba, Mohamed Batouche
2025	J	`jnl`	Designing AI-powered translation education tools: a framework for parallel sentence generation using SauLTC and LLMs. PeerJ Comput. Sci. Moneerh Aleedy, Fatma Alshihri, Souham Meshoul, Maha Al-Harthi, Salwa Alramlawi, Badr Al-Daihani, Hadil Shaiba, Eric Atwell
2025	J	`jnl`	Enhancing performance of machine learning tasks on edge-cloud infrastructures: A cross-domain Internet of Things based framework. Future Gener. Comput. Syst. Osama Almurshed, Ashish Kaushal, Souham Meshoul, Asmail Muftah, Osama Almoghamis, Ioan Petri, Nitin Auluck, Omer F. Rana
2025	J	`jnl`	Prediction of Promotors in Agrobacterium and Klebsiella Using Novel Feature Engineering and Ensemble Learning Approach. IEEE Access Nagwan M. Abdel Samee, Rawan Talaat, Ali Raza, Hadil Shaiba, Souham Meshoul
2024	—	`conf`	Baleegh at KSAA-CAD 2024: Towards Enhancing Arabic Reverse Dictionaries. ArabicNLP Mais Alheraki, Souham Meshoul
2024	J	`jnl`	Real-Time Implementation of Quadrotor UAV Control System Based on a Deep Reinforcement Learning Approach. Comput. Mater. Continua Taha Yacine Trad, Kheireddine Choutri, Mohand Lagha, Souham Meshoul, Fouad Khenfri, Raouf Fareh, Hadil Shaiba
2024	J	`jnl`	Vision-Based UAV Detection and Localization to Indoor Positioning System. Sensors Kheireddine Choutri, Mohand Lagha, Souham Meshoul, Hadil Shaiba, Akram Chegrani, Mohamed Yahiaoui
2023	—	`conf`	A Framework for Performance Optimization of Internet of Things Applications. Euro-Par Workshops (1) Osama Almurshed, Souham Meshoul, Asmail Muftah, Ashish Kaushal, Osama Almoghamis, Ioan Petri, Nitin Auluck, Omer F. Rana
2023	J	`jnl`	A Multi-Attention Approach for Person Re-Identification Using Deep Learning. Sensors Shimaa Saber, Souham Meshoul, Khalid Mohamed Amin, Pawel Plawiak, Mohamed Hammad
2023	J	`jnl`	Deep Learning-Based Framework for Soil Moisture Content Retrieval of Bare Soil from Satellite Data. Remote. Sens. Mohammed Dabboor, Ghada Atteia, Souham Meshoul, Walaa Alayed
2023	J	`jnl`	Efficient Bioinspired Feature Selection and Machine Learning Based Framework Using Omics Data and Biological Knowledge Data Bases in Cancer Clinical Endpoint Prediction. IEEE Access Imene Zenbout, Abdelkrim Bouramoul, Souham Meshoul, Mounira Amrane
2023	J	`jnl`	Explainable Heart Disease Prediction Using Ensemble-Quantum Machine Learning Approach. Intell. Autom. Soft Comput. Ghada Abdulsalam, Souham Meshoul, Hadil Shaiba
2023	J	`jnl`	Robust ACO-Based Landmark Matching and Maxillofacial Anomalies Classification. Intell. Autom. Soft Comput. Dalel Ben Ismail, Hela Elmannai, Souham Meshoul, Mohamed Saber Naceur
2022	J	`jnl`	Efficient Lightweight Multimodel Deep Fusion Based on ECG for Arrhythmia Classification. Sensors Mohamed Hammad, Souham Meshoul, Piotr Dziwiñski, Pawel Plawiak, Ibrahim A. Elgendy
2022	J	`jnl`	Mathematical COVID-19 model with vaccination: a case study in Saudi Arabia. PeerJ Comput. Sci. Abeer Algarni, Aws Ben Hamed, Monia Hamdi, Hela Elmannai, Souham Meshoul
2022	J	`jnl`	Multi-descriptor approaches to oxygen binding proteins prediction and classification using deep learning. Int. J. Bioinform. Res. Appl. Soumiya Hamena, Souham Meshoul, Salima Ouadfel
2022	J	`jnl`	New contextual collaborative filtering system with application to personalized healthy nutrition education. J. King Saud Univ. Comput. Inf. Sci. Hanane Zitouni, Souham Meshoul, Chaker Mezioud
2022	J	`jnl`	Path Planning and Formation Control for UAV-Enabled Mobile Edge Computing Network. Sensors Kheireddine Choutri, Mohand Lagha, Souham Meshoul, Samiha Fadloun
2022	—	`conf`	Towards Deep Learning-Powered Chatbot for Translation Learning. HCI (28) Moneerh Aleedy, Eric Atwell, Souham Meshoul
2021	J	`jnl`	A Semi-Supervised Approach to GRN Inference Using Learning and Optimization. Int. J. Appl. Metaheuristic Comput. Meroua Daoudi, Souham Meshoul, Samia Boucherkha
2021	J	`jnl`	Deep Learning and Uniform LBP Histograms for Position Recognition of Elderly People with Privacy Preservation. Int. J. Comput. Commun. Control Monia Hamdi, Heni Bouhamed, Abeer Algarni, Hela Elmannai, Souham Meshoul
2021	J	`jnl`	EA-based hyperparameter optimization of hybrid deep learning models for effective drug-target interactions prediction. Expert Syst. Appl. Abla Mahdaddi, Souham Meshoul, Meriem Belguidoum
2021	J	`jnl`	Hybrid ensemble approaches to online harassment detection in highly imbalanced data. Expert Syst. Appl. Tolba Marwa, Salima Ouadfel, Souham Meshoul
2021	—	`conf`	Reinforcement learning for dynamic optimization problems. GECCO Companion Abdennour Boulesnane, Souham Meshoul
2020	J	`jnl`	Models for Internal Clustering Validation Indexes Based on Hadoop-MapReduce. Int. J. Distributed Syst. Technol. Soumeya Zerabi, Souham Meshoul, Samia Chikhi Boucherkha
2020	J	`jnl`	SCOL: similarity and credibility-based approach for opinion leaders detection in collaborative filtering-based recommender systems. Int. J. Reason. based Intell. Syst. Nassira Chekkai, Ilyes Chorfi, Souham Meshoul, Badreddine Chekkai, Didier Schwab, Mohamed Belaoued, Amel Ziani
2019	—	`conf`	Stacked Sparse Autoencoder For Unsupervised Features Learning in PanCancer miRNA Cancer Classification. CITSC Imene Zenbout, Abdelkrim Bouramoul, Souham Meshoul
2018	—	`conf`	Advanced Machine Learning Models for Large Scale Gene Expression Analysis in Cancer Classification: Deep Learning Versus Classical Models. BDCA Imene Zenbout, Souham Meshoul
2018	—	`conf`	Deep Neural Network for Classification and Prediction of Oxygen Binding Proteins. ICCBB Soumiya Hamena, Souham Meshoul
2018	—	`conf`	Deep Neural Network for Supervised Inference of Gene Regulatory Network. MISC Meroua Daoudi, Souham Meshoul
2018	—	`conf`	Deep learning for online harassment detection in tweets. PAIS Tolba Marwa, Salima Ouadfel, Souham Meshoul
2018	—	`conf`	Effective Streaming Evolutionary Feature Selection Using Dynamic Optimization. CIIA Abdennour Boulesnane, Souham Meshoul
2018	—	`conf`	Enhancing Content Based Filtering Using Web of Data. CIIA Hanane Zitouni, Souham Meshoul, Kamel Taouche
2018	J	`jnl`	On the Convergence and Diversity of Pareto Fronts Using Swarm Intelligence Metaheuristics for Constrained Search Space. Int. J. Swarm Intell. Res. Kamel Zeltni, Souham Meshoul, Heyam H. Al-Baity
2018	—	`conf`	Optimizing Energy in Wireless Sensor Networks using a Quantum Artificial Bee Colony. PAIS Mohamed Sandeli, Souham Meshoul, Riad Lekhchine
2018	J	`jnl`	Parallel swarm intelligence strategies for large-scale clustering based on MapReduce with application to epigenetics of aging. Appl. Soft Comput. Zakaria Benmounah, Souham Meshoul, Mohamed Batouche, Pietro Lio'
2017	J	`jnl`	Computational Intelligence Approaches for Energy Optimization in Wireless Sensor Networks. Int. J. Comput. Intell. Appl. Mohamed Sandeli, Souham Meshoul
2017	B	`conf`	Improving content based recommender systems using linked data cloud and FOAF vocabulary. WI Hanane Zitouni, Souham Meshoul, Kamel Taouche
2017	—	`conf`	Revisiting BFR Clustering Algorithm for Large Scale Gene Regulatory Network Reconstruction using MapReduce. BDCA Meroua Daoudi, Souham Meshoul
2017	J	`jnl`	Scalable Differential Evolutionary Clustering Algorithm for Big Data Using Map-Reduce Paradigm. Int. J. Appl. Metaheuristic Comput. Zakaria Benmounah, Souham Meshoul, Mohamed Batouche
2017	—	`conf`	Towards Clustering Validation in Big Data Context. BDCA Soumeya Zerabi, Souham Meshoul, Amina Merniz, Radia Melal
2017	J	`jnl`	WD2O: a novel wind driven dynamic optimization approach with effective change detection. Appl. Intell. Abdennour Boulesnane, Souham Meshoul
2016	—	`conf`	A New Design of Swarm Intelligence Based Metaheuristics for Constrained Multi-objective Optimization. CSE/EUC/DCABES Kamel Zeltni, Souham Meshoul
2016	J	`jnl`	Multi-Objective Cuckoo Search Under Multiple Archiving Strategies. Int. J. Comput. Intell. Appl. Kamel Zeltni, Souham Meshoul
2015	Misc	`conf`	A Modified Wind Driven Optimization Model for Global Continuous Optimization. HAIS Abdennour Boulesnane, Souham Meshoul
2015	—	`conf`	An Ensemble of Cooperative Parallel Metaheuristics for Gene Selection in Cancer Classification. IWBBIO (2) Anouar Boucheham, Mohamed Batouche, Souham Meshoul
2015	J	`jnl`	Robust hybrid wrapper/filter biomarker discovery from gene expression data based on generalised island model. Int. J. Comput. Biol. Drug Des. Anouar Boucheham, Mohamed Batouche, Souham Meshoul
2015	—	`conf`	Toward a New Recommender System Based on Multi-criteria Hybrid Information Filtering. CIIA Hanane Zitouni, Omar Nouali, Souham Meshoul
2014	—	`conf`	A New Multi-region Modified Wind Driven Optimization Algorithm with Collision Avoidance for Dynamic Environments. ICSI (2) Abdennour Boulesnane, Souham Meshoul
2014	—	`conf`	A data-clustering approach based on artificial ant colonies with control of emergence. SoCPaR Billel Kenidra, Souham Meshoul
2014	J	`jnl`	Bio-inspired algorithms for multilevel image thresholding. Int. J. Comput. Appl. Technol. Salima Ouadfel, Souham Meshoul
2014	—	`conf`	Cooperative Parallel Multi Swarm Model for Clustering in Gene Expression Profiling. ICSI (1) Zakaria Benmounah, Souham Meshoul, Mohamed Batouche
2014	C	`conf`	Multi-Objective Cuckoo Search with Leader Selection Strategies. ISCO Kamel Zeltni, Souham Meshoul
2014	J	`jnl`	Nature-Inspired Metaheuristics for Automatic Multilevel Image Thresholding. Int. J. Appl. Metaheuristic Comput. Salima Ouadfel, Souham Meshoul
2014	—	`conf`	Quantum behaved particle swarm optimization for data clustering with multiple objectives. SoCPaR Heyam H. Al-Baity, Souham Meshoul, Ata Kabán, Lilac A. E. Al-Safadi
2012	—	`conf`	Constrained Multi-objective Optimization Using a Quantum Behaved Particle Swarm. ICONIP (3) Heyam H. Al-Baity, Souham Meshoul, Ata Kabán
2012	B	`conf`	On extending quantum behaved particle swarm optimization to multiobjective context. IEEE Congress on Evolutionary Computation Heyam H. Al-Baity, Souham Meshoul, Ata Kabán
2011	—	`conf`	An effective feature selection method for on-line signature based authentication. FSKD Eman Alattas, Souham Meshoul
2010	—	`conf`	A New Artificial Immune System for Solving the Maximum Satisfiability Problem. IEA/AIE (2) Abdesslem Layeb, Abdel Hakim Deneche, Souham Meshoul
2010	—	`conf`	A Quantum Inspired Learning Cellular Automaton for Solving the Travelling Salesman Problem. UKSim Amer Draa, Souham Meshoul
2010	J	`jnl`	A Quantum-Inspired Differential Evolution Algorithm for Solving the N-Queens Problem. Int. Arab J. Inf. Technol. Amer Draa, Souham Meshoul, Hichem Talbi, Mohamed Batouche
2010	C	`conf`	A novel approach for Online signature verification using fisher based probabilistic neural network. ISCC Souham Meshoul, Mohamed Batouche
2010	B	`conf`	A novel quantum behaved Particle Swarm optimization algorithm with chaotic search for image alignment. IEEE Congress on Evolutionary Computation Souham Meshoul, Mohamed Batouche
2010	J	`jnl`	A quantum evolutionary algorithm for data clustering. Int. J. Data Min. Model. Manag. Chafika Ramdane, Souham Meshoul, Mohamed Batouche, Mohamed-Khireddine Kholladi
2010	—	`conf`	Combining Fisher Discriminant Analysis and probabilistic neural network for effective on-line signature recognition. ISSPA Souham Meshoul, Mohamed Batouche
2009	C	`conf`	A Hybrid method for effective multiple sequence alignment. ISCC Abdesslem Layeb, Souham Meshoul, Mohamed Batouche
2009	J	`jnl`	Predator prey optimization for snake-based contour detection. Int. J. Intell. Comput. Cybern. Salima Nebti, Souham Meshoul
2008	B	`conf`	Aligning images with multiple objectives. IEEE Congress on Evolutionary Computation Souham Meshoul, Mohamed Batouche
2008	—	`conf`	Quantum Genetic Algorithm for Multiple RNA Structural Alignment. Asia International Conference on Modelling and Simulation Abdesslem Layeb, Souham Meshoul, Mohamed Batouche
2006	C	`conf`	Clustering Microarray Data Within Amorphous Computing Paradigm and Growing Neural Gas Algorithm. IEA/AIE S. Chelloug, Souham Meshoul, Mohamed Batouche
2006	C	`conf`	On Solving Edge Detection by Emergence. IEA/AIE Mohamed Batouche, Souham Meshoul, Ali Abbassene
2005	Misc	`conf`	A Quantum Evolutionary Algorithm for Effective Multiple Sequence Alignment. EPIA Souham Meshoul, Abdesslem Layeb, Mohamed Batouche
2005	Misc	`conf`	A Quantum Inspired Evolutionary Framework for Multi-objective Optimization. EPIA Souham Meshoul, Karima Mahdi, Mohamed Batouche
2003	—	`conf`	An Artificial Immune System for Multimodality Image Alignment. ICARIS Esma Bendiab, Souham Meshoul, Mohamed Batouche
2003	J	`jnl`	Combining Extremal Optimization With Singular Value Decomposition For Effective Point Matching. Int. J. Pattern Recognit. Artif. Intell. Souham Meshoul, Mohamed Batouche
2002	Misc	`conf`	An Evolutionary Framework for Multi-Modality Image Alignment. IC-AI Souham Meshoul, Mohamed Batouche
2002	—	`conf`	Ant Colony System with Extremal Dynamics for Point Matching and Pose Estimation. ICPR (3) Souham Meshoul, Mohamed Batouche
2002	Misc	`conf`	Max-Min Ant Szstem with Local Search for Point-Based Image Regitration. IC-AI Souham Meshoul, Mohamed Batouche
2002	—	`conf`	Robust Point Correspondence for Image Registration Using Optimization with Extremal Dynamics. DAGM-Symposium Souham Meshoul, Mohamed Batouche
2002	—	`conf`	Une approche multi-agent pour le recalage des images par appariement de primitives. JFSMA Souham Meshoul, Mohamed Batouche