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Souham Meshoul
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2020 – today
- 2024
- [j28]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): 4121 (2024) - [c46]Mais Alheraki, Souham Meshoul:
Baleegh at KSAA-CAD 2024: Towards Enhancing Arabic Reverse Dictionaries. ArabicNLP 2024: 704-708 - 2023
- [j27]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: 2674-2699 (2023) - [j26]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): 1916 (2023) - [j25]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): 3678 (2023) - [c45]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: 165-176 - 2022
- [j24]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): 191-218 (2022) - [j23]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): 1124-1137 (2022) - [j22]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: e959 (2022) - [j21]Kheireddine Choutri, Mohand Lagha, Souham Meshoul, Samiha Fadloun:
Path Planning and Formation Control for UAV-Enabled Mobile Edge Computing Network. Sensors 22(19): 7243 (2022) - [j20]Mohamed Hammad, Souham Meshoul, Piotr Dziwiñski, Pawel Plawiak, Ibrahim A. Elgendy:
Efficient Lightweight Multimodel Deep Fusion Based on ECG for Arrhythmia Classification. Sensors 22(23): 9347 (2022) - [c44]Moneerh Aleedy, Eric Atwell, Souham Meshoul:
Towards Deep Learning-Powered Chatbot for Translation Learning. HCI (28) 2022: 131-141 - 2021
- [j19]Tolba Marwa, Salima Ouadfel, Souham Meshoul:
Hybrid ensemble approaches to online harassment detection in highly imbalanced data. Expert Syst. Appl. 175: 114751 (2021) - [j18]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: 115525 (2021) - [j17]Meroua Daoudi, Souham Meshoul, Samia Boucherkha:
A Semi-Supervised Approach to GRN Inference Using Learning and Optimization. Int. J. Appl. Metaheuristic Comput. 12(4): 155-176 (2021) - [j16]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) - [c43]Abdennour Boulesnane, Souham Meshoul:
Reinforcement learning for dynamic optimization problems. GECCO Companion 2021: 201-202 - 2020
- [j15]Soumeya Zerabi, Souham Meshoul, Samia Chikhi Boucherkha:
Models for Internal Clustering Validation Indexes Based on Hadoop-MapReduce. Int. J. Distributed Syst. Technol. 11(3): 42-67 (2020) - [j14]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): 34-50 (2020)
2010 – 2019
- 2019
- [c42]Imene Zenbout, Abdelkrim Bouramoul, Souham Meshoul:
Stacked Sparse Autoencoder For Unsupervised Features Learning in PanCancer miRNA Cancer Classification. CITSC 2019: 14-19 - 2018
- [j13]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: 771-783 (2018) - [j12]Kamel Zeltni, Souham Meshoul, Heyam H. Al-Baity:
On the Convergence and Diversity of Pareto Fronts Using Swarm Intelligence Metaheuristics for Constrained Search Space. Int. J. Swarm Intell. Res. 9(1): 20-38 (2018) - [c41]Imene Zenbout, Souham Meshoul:
Advanced Machine Learning Models for Large Scale Gene Expression Analysis in Cancer Classification: Deep Learning Versus Classical Models. BDCA 2018: 210-221 - [c40]Abdennour Boulesnane, Souham Meshoul:
Effective Streaming Evolutionary Feature Selection Using Dynamic Optimization. CIIA 2018: 329-340 - [c39]Hanane Zitouni, Souham Meshoul, Kamel Taouche:
Enhancing Content Based Filtering Using Web of Data. CIIA 2018: 609-621 - [c38]Soumiya Hamena, Souham Meshoul:
Deep Neural Network for Classification and Prediction of Oxygen Binding Proteins. ICCBB 2018: 72-77 - [c37]Meroua Daoudi, Souham Meshoul:
Deep Neural Network for Supervised Inference of Gene Regulatory Network. MISC 2018: 149-157 - [c36]Tolba Marwa, Salima Ouadfel, Souham Meshoul:
Deep learning for online harassment detection in tweets. PAIS 2018: 1-5 - [c35]Mohamed Sandeli, Souham Meshoul, Riad Lekhchine:
Optimizing Energy in Wireless Sensor Networks using a Quantum Artificial Bee Colony. PAIS 2018: 1-5 - 2017
- [j11]Abdennour Boulesnane, Souham Meshoul:
WD2O: a novel wind driven dynamic optimization approach with effective change detection. Appl. Intell. 47(2): 488-504 (2017) - [j10]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): 45-60 (2017) - [j9]Mohamed Sandeli, Souham Meshoul:
Computational Intelligence Approaches for Energy Optimization in Wireless Sensor Networks. Int. J. Comput. Intell. Appl. 16(3): 1750020:1-1750020:27 (2017) - [c34]Meroua Daoudi, Souham Meshoul:
Revisiting BFR Clustering Algorithm for Large Scale Gene Regulatory Network Reconstruction using MapReduce. BDCA 2017: 14:1-14:5 - [c33]Soumeya Zerabi, Souham Meshoul, Amina Merniz, Radia Melal:
Towards Clustering Validation in Big Data Context. BDCA 2017: 16:1-16:6 - [c32]Hanane Zitouni, Souham Meshoul, Kamel Taouche:
Improving content based recommender systems using linked data cloud and FOAF vocabulary. WI 2017: 988-992 - 2016
- [j8]Kamel Zeltni, Souham Meshoul:
Multi-Objective Cuckoo Search Under Multiple Archiving Strategies. Int. J. Comput. Intell. Appl. 15(4): 1650020:1-1650020:26 (2016) - [c31]Kamel Zeltni, Souham Meshoul:
A New Design of Swarm Intelligence Based Metaheuristics for Constrained Multi-objective Optimization. CSE/EUC/DCABES 2016: 278-282 - 2015
- [j7]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): 251-274 (2015) - [c30]Hanane Zitouni, Omar Nouali, Souham Meshoul:
Toward a New Recommender System Based on Multi-criteria Hybrid Information Filtering. CIIA 2015: 328-339 - [c29]Abdennour Boulesnane, Souham Meshoul:
A Modified Wind Driven Optimization Model for Global Continuous Optimization. HAIS 2015: 294-304 - [c28]Anouar Boucheham, Mohamed Batouche, Souham Meshoul:
An Ensemble of Cooperative Parallel Metaheuristics for Gene Selection in Cancer Classification. IWBBIO (2) 2015: 301-312 - 2014
- [j6]Salima Ouadfel, Souham Meshoul:
Nature-Inspired Metaheuristics for Automatic Multilevel Image Thresholding. Int. J. Appl. Metaheuristic Comput. 5(4): 47-69 (2014) - [j5]Salima Ouadfel, Souham Meshoul:
Bio-inspired algorithms for multilevel image thresholding. Int. J. Comput. Appl. Technol. 49(3/4): 207-226 (2014) - [c27]Abdennour Boulesnane, Souham Meshoul:
A New Multi-region Modified Wind Driven Optimization Algorithm with Collision Avoidance for Dynamic Environments. ICSI (2) 2014: 412-421 - [c26]Zakaria Benmounah, Souham Meshoul, Mohamed Batouche:
Cooperative Parallel Multi Swarm Model for Clustering in Gene Expression Profiling. ICSI (1) 2014: 450-459 - [c25]Kamel Zeltni, Souham Meshoul:
Multi-Objective Cuckoo Search with Leader Selection Strategies. ISCO 2014: 421-432 - [c24]Billel Kenidra, Souham Meshoul:
A data-clustering approach based on artificial ant colonies with control of emergence. SoCPaR 2014: 209-214 - [c23]Heyam H. Al-Baity, Souham Meshoul, Ata Kabán, Lilac A. E. Al-Safadi:
Quantum behaved particle swarm optimization for data clustering with multiple objectives. SoCPaR 2014: 215-220 - 2012
- [c22]Heyam H. Al-Baity, Souham Meshoul, Ata Kabán:
On extending quantum behaved particle swarm optimization to multiobjective context. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c21]Heyam H. Al-Baity, Souham Meshoul, Ata Kabán:
Constrained Multi-objective Optimization Using a Quantum Behaved Particle Swarm. ICONIP (3) 2012: 456-464 - 2011
- [c20]Eman Alattas, Souham Meshoul:
An effective feature selection method for on-line signature based authentication. FSKD 2011: 1431-1436 - 2010
- [j4]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): 21-27 (2010) - [j3]Chafika Ramdane, Souham Meshoul, Mohamed Batouche, Mohamed-Khireddine Kholladi:
A quantum evolutionary algorithm for data clustering. Int. J. Data Min. Model. Manag. 2(4): 369-387 (2010) - [c19]Souham Meshoul, Mohamed Batouche:
A novel quantum behaved Particle Swarm optimization algorithm with chaotic search for image alignment. IEEE Congress on Evolutionary Computation 2010: 1-6 - [c18]Abdesslem Layeb, Abdel Hakim Deneche, Souham Meshoul:
A New Artificial Immune System for Solving the Maximum Satisfiability Problem. IEA/AIE (2) 2010: 136-142 - [c17]Souham Meshoul, Mohamed Batouche:
A novel approach for Online signature verification using fisher based probabilistic neural network. ISCC 2010: 314-319 - [c16]Souham Meshoul, Mohamed Batouche:
Combining Fisher Discriminant Analysis and probabilistic neural network for effective on-line signature recognition. ISSPA 2010: 658-661 - [c15]Amer Draa, Souham Meshoul:
A Quantum Inspired Learning Cellular Automaton for Solving the Travelling Salesman Problem. UKSim 2010: 45-50
2000 – 2009
- 2009
- [j2]Salima Nebti, Souham Meshoul:
Predator prey optimization for snake-based contour detection. Int. J. Intell. Comput. Cybern. 2(2): 228-242 (2009) - [c14]Abdesslem Layeb, Souham Meshoul, Mohamed Batouche:
A Hybrid method for effective multiple sequence alignment. ISCC 2009: 970-975 - 2008
- [c13]Abdesslem Layeb, Souham Meshoul, Mohamed Batouche:
Quantum Genetic Algorithm for Multiple RNA Structural Alignment. Asia International Conference on Modelling and Simulation 2008: 873-878 - [c12]Souham Meshoul, Mohamed Batouche:
Aligning images with multiple objectives. IEEE Congress on Evolutionary Computation 2008: 2067-2072 - 2006
- [c11]Mohamed Batouche, Souham Meshoul, Ali Abbassene:
On Solving Edge Detection by Emergence. IEA/AIE 2006: 800-808 - [c10]S. Chelloug, Souham Meshoul, Mohamed Batouche:
Clustering Microarray Data Within Amorphous Computing Paradigm and Growing Neural Gas Algorithm. IEA/AIE 2006: 809-818 - [c9]Abdesslem Layeb, Soham Meshoul, Mohamed Batouche:
Multiple sequence alignment by quantum genetic algorithm. IPDPS 2006 - 2005
- [c8]Souham Meshoul, Karima Mahdi, Mohamed Batouche:
A Quantum Inspired Evolutionary Framework for Multi-objective Optimization. EPIA 2005: 190-201 - [c7]Souham Meshoul, Abdesslem Layeb, Mohamed Batouche:
A Quantum Evolutionary Algorithm for Effective Multiple Sequence Alignment. EPIA 2005: 260-271 - 2003
- [j1]Souham Meshoul, Mohamed Batouche:
Combining Extremal Optimization With Singular Value Decomposition For Effective Point Matching. Int. J. Pattern Recognit. Artif. Intell. 17(7): 1111-1126 (2003) - [c6]Esma Bendiab, Souham Meshoul, Mohamed Batouche:
An Artificial Immune System for Multimodality Image Alignment. ICARIS 2003: 11-21 - 2002
- [c5]Souham Meshoul, Mohamed Batouche:
Robust Point Correspondence for Image Registration Using Optimization with Extremal Dynamics. DAGM-Symposium 2002: 330-337 - [c4]Souham Meshoul, Mohamed Batouche:
An Evolutionary Framework for Multi-Modality Image Alignment. IC-AI 2002: 959-965 - [c3]Souham Meshoul, Mohamed Batouche:
Max-Min Ant Szstem with Local Search for Point-Based Image Regitration. IC-AI 2002: 966-972 - [c2]Souham Meshoul, Mohamed Batouche:
Ant Colony System with Extremal Dynamics for Point Matching and Pose Estimation. ICPR (3) 2002: 823-826 - [c1]Souham Meshoul, Mohamed Batouche:
Une approche multi-agent pour le recalage des images par appariement de primitives. JFSMA 2002: 261-264
Coauthor Index
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last updated on 2024-10-08 21:26 CEST by the dblp team
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