Mohamed Batouche

Publication Activity (10 Years)

Years Active: 1992-2022
Publications (10 Years): 25

Top Topics

Parallel Distributed

Big Data Analytics

Gene Expression Profiling

Top Venues

Int. J. Appl. Metaheuristic Comput.

Publications

Imene Latreche, Sihem Slatnia, Okba Kazar, Mohamed Batouche
A third generation genetic algorithm NSGAIII for task scheduling in cloud computing. J. King Saud Univ. Comput. Inf. Sci. 34 (9) (2022)
Karima Sid, Mohamed Batouche
Distributed heterogeneous ensemble learning on Apache Spark for ligand-based virtual screening. Int. J. Data Min. Model. Manag. 13 (1/2) (2021)
Meriem Bahi, Mohamed Batouche
Convolutional neural network with stacked autoencoders for predicting drug-target interaction and binding affinity. Int. J. Data Min. Model. Manag. 13 (1/2) (2021)
Soumia Zertal, Mohamed Batouche, Zakaria Laboudi
A Novel Hybrid Optimization-Based Approach for Efficient Development of Business-Applications in Cloud. Int. J. Inf. Syst. Serv. Sect. 12 (4) (2020)
Madjed Bencheikh Lehocine, Salim Djaaboub, Mohamed Batouche
Routing-Plan duplicator: A reliable assistant for safe and seamless migration toward SDN. CommNet (2019)
Safia Djemame, Mohamed Batouche, Hamouche Oulhadj, Patrick Siarry
Solving reverse emergence with quantum PSO application to image processing. Soft Comput. 23 (16) (2019)
Meriem Korichi, Mohammed Lamine Kherfi, Mohamed Batouche, Zineb Kaoudja, Hadjer Bencheikh
Understanding User's Intention in Semantic Based Image Retrieval: Combining Positive and Negative Examples. CIIA (2018)
Chaouki Boufenar, Mohamed Batouche, Marc Schoenauer
An artificial immune system for offline isolated handwritten arabic character recognition. Evol. Syst. 9 (1) (2018)
Meriem Korichi, Mohammed Lamine Kherfi, Mohamed Batouche, Khadra Bouanane
Extended Bayesian generalization model for understanding user's intention in semantics based images retrieval. Multim. Tools Appl. 77 (23) (2018)
Madjed Bencheikh Lehocine, Mohamed Batouche
Achieving efficiency in autonomic network management of IP networks based on SDN management logic. Int. J. Commun. Networks Distributed Syst. 20 (4) (2018)
Meriem Bahi, Mohamed Batouche
Drug-Target Interaction Prediction in Drug Repositioning Based on Deep Semi-Supervised Learning. CIIA (2018)
Chaouki Boufenar, Adlen Kerboua, Mohamed Batouche
Investigation on deep learning for off-line handwritten Arabic character recognition. Cogn. Syst. Res. 50 (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)
Rostom Mennour, Mohamed Batouche
Novel Scalable Deep Learning Approaches for Big Data Analytics Applied to ECG Processing. Int. J. Appl. Metaheuristic Comput. 9 (4) (2018)
Latifa Oulladji, Kamel Feraoun, Mohamed Batouche, Ajith Abraham
Arabic text detection using ensemble machine learning. Int. J. Hybrid Intell. Syst. 14 (4) (2018)
Meriem Bahi, Mohamed Batouche
Deep Learning for Ligand-Based Virtual Screening in Drug Discovery. PAIS (2018)
Karima Sid, Mohamed Batouche
Ensemble Learning for Large Scale Virtual Screening on Apache Spark. CIIA (2018)
Soumia Zertal, Mohamed Batouche, Aïcha-Nabila Benharkat, Hind Benfenatki
A Novel Self-Organization Approach for Stigmergy Based Cloud Service Composition. Int. J. Appl. Metaheuristic Comput. 9 (3) (2018)
Meriem Bahi, Mohamed Batouche
Deep Semi-supervised Learning for Virtual Screening Based on Big Data Analytics. BDCA (2018)
Mohamed Abdou Bouteldja, Mohamed Baadeche, Mohamed Batouche
Multilevel Thresholding for Image Segmentation Based on Cellular Metaheuristics. Int. J. Appl. Metaheuristic Comput. 9 (4) (2018)
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)
Anouar Boucheham, Mohamed Batouche
Hybrid Wrapper/Filter Gene Selection Using an Ensemble of Classifiers and PSO Algorithm. Int. J. Appl. Metaheuristic Comput. 8 (2) (2017)
Madjed Bencheikh Lehocine, Mohamed Batouche
Flexibility of managing VLAN filtering and segmentation in SDN networks. ISNCC (2017)
Abdelbasset Boukelia, Zakaria Benmounah, Mohamed Batouche, Bouchera Maati, Ikram Nekkache
A Novel Algorithm for CpG Island Detection in Human Genome Based on Clustering and Chaotic Particle Swarm Optimization. CIBB (2016)
Adlen Kerboua, Mohamed Batouche, Abdesselam Debbah
RGB-D & SVM action recognition for security improvement. MedPRAI (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)
Rostom Mennour, Mohamed Batouche, Oussama Hannache
MR-SPS: Scalable parallel scheduler for YARN/MapReduce platform. SOLI (2015)
Anouar Boucheham, Mohamed Batouche, Souham Meshoul
An Ensemble of Cooperative Parallel Metaheuristics for Gene Selection in Cancer Classification. IWBBIO (2) (2015)
Rostom Mennour, Mohamed Batouche
Drug discovery for breast cancer based on big data analytics techniques. ICTA (2015)
Rostom Mennour, Mohamed Batouche
Drug discovery for breast cancer based on big data analytics techniques. ICTA (2015)
Ahlam Kourid, Mohamed Batouche
Biomarker Discovery Based on Large-Scale Feature Selection and MapReduce. CIIA (2015)
Mohamed Skander Daas, Salim Chikhi, Mohamed Batouche
Bacterial foraging optimization with double role of reproduction and step adaptation. IPAC (2015)
Amir Djenna, Mohamed Batouche
Security problems in cloud infrastructure. ISNCC (2014)
Meroua Daoudi, Soumiya Hamena, Zakaria Benmounah, Mohamed Batouche
Parallel diffrential evolution clustering algorithm based on MapReduce. SoCPaR (2014)
Mohamed Abdou Bouteldja, Mohamed Baadeche, Mohamed Batouche
A novel approach for image denoising based on evolutionary game theory. IPTA (2014)
Mohamed Skander Daas, Mohamed Batouche
Multi-bacterial foraging optimization for dynamic environments. SoCPaR (2014)
Zakaria Benmounah, Souham Meshoul, Mohamed Batouche
Cooperative Parallel Multi Swarm Model for Clustering in Gene Expression Profiling. ICSI (1) (2014)
Madjed Bencheikh Lehocine, Mohamed Batouche
Self-management in IP networks using autonomic computing. NOF (2014)
Mohamed Sandeli, Mohamed Batouche
Multilevel thresholding for image segmentation based on parallel distributed optimization. SoCPaR (2014)
Zakaria Benmounah, Mohamed Batouche
A Parallel Distributed System for Gene Expression Profiling Based on Clustering Ensemble and Distributed Optimization. ICA3PP (1) (2013)
Leila Djerou, Nacer Khelil, Mohamed Batouche
Numerical Integration Method Based on Particle Swarm Optimization. ICSI (1) (2011)
Souham Meshoul, Mohamed Batouche
A novel approach for Online signature verification using fisher based probabilistic neural network. ISCC (2010)
Salima Ouadfel, Mohamed Batouche, Abdelmalik Taleb-Ahmed
A new particle swarm optimization algorithm for dynamic image clustering. ICDIM (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)
Salim Bitam, Mohamed Batouche, El-Ghazali Talbi
A survey on bee colony algorithms. IPDPS Workshops (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)
Leila Djerou, Nacer Khelil, Houssem Eddine Dehimi, Mohamed Batouche
Automatic Multilevel Thresholding Using Binary Particle Swarm Optimization for Image Segmentation. SoCPaR (2009)
Safia Djemame, Mohamed Batouche
Une Approche Bio-mimétique pour la Segmentation d'Images Inspiration des Araignées Sociales. CIIA (2009)
Souham Meshoul, Mohamed Batouche
Aligning images with multiple objectives. IEEE Congress on Evolutionary Computation (2008)
Laidi Foughali, El-Ghazali Talbi, Mohamed Batouche
A parallel insular model for location areas planning in mobile networks. IPDPS (2008)
Abdesslem Layeb, Souham Meshoul, Mohamed Batouche
Quantum Genetic Algorithm for Multiple RNA Structural Alignment. Asia International Conference on Modelling and Simulation (2008)
Leila Djerou, Nacer Khelil, Mohamed Batouche
Image Segmentation by Self-Organised Region Growing. CISIM (2008)
Smaine Mazouzi, Mohamed Batouche
A New Bayesian Method for Range Image Segmentation. EMMCVPR (2007)
Leila Djerou, Mohamed Batouche, Nacer Khelil, Abdelwahab Zerarka
Towards the best points of interpolation using particles swarm optimisation approach. IEEE Congress on Evolutionary Computation (2007)
Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche
A Multi-agent Approach for Range Image Segmentation with Bayesian Edge Regularization. ACIVS (2007)
Sihem Slatnia, Mohamed Batouche, Kamal E. Melkemi
Evolutionary Cellular Automata Based-Approach for Edge Detection. WILF (2007)
Smaine Mazouzi, Mohamed Batouche
Bayesian Edge Regularization in Range Image Segmentation. CIARP (2007)
Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche
A Multi-agent Approach for Range Image Segmentation. CEEMAS (2007)
Mohamed Batouche, Souham Meshoul, Ali Abbassene
On Solving Edge Detection by Emergence. IEA/AIE (2006)
Hichem Talbi, Amer Draa, Mohamed Batouche
A Novel Quantum-Inspired Evaluation Algorithm for Multi-Source Affine Image Registration. Int. Arab J. Inf. Technol. 3 (1) (2006)
Kamal E. Melkemi, Mohamed Batouche, Sebti Foufou
A multiagent system approach for image segmentation using genetic algorithms and extremal optimization heuristics. Pattern Recognit. Lett. 27 (11) (2006)
S. Chelloug, Souham Meshoul, Mohamed Batouche
Clustering Microarray Data Within Amorphous Computing Paradigm and Growing Neural Gas Algorithm. IEA/AIE (2006)
Mohamed El-bachir Menai, Mohamed Batouche
An effective heuristic algorithm for the maximum satisfiability problem. Appl. Intell. 24 (3) (2006)
Kamal E. Melkemi, Mohamed Batouche, Sebti Foufou
A Multiresolution Approach Based on MRF and Bak-Sneppen Models for Image Segmentation. Informatica 17 (2) (2006)
Abdesslem Layeb, Soham Meshoul, Mohamed Batouche
Multiple sequence alignment by quantum genetic algorithm. IPDPS (2006)
Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche
An Agent-Based Approach for Range Image Segmentation. MMAS/LSMAS/CCMMS (2006)
Kamal E. Melkemi, Mohamed Batouche, Sebti Foufou
MRF Model-Based Approach for Image Segmentation Using a Chaotic MultiAgent System. WILF (2005)
Souham Meshoul, Karima Mahdi, Mohamed Batouche
A Quantum Inspired Evolutionary Framework for Multi-objective Optimization. EPIA (2005)
Mohamed El-bachir Menai, Mohamed Batouche
Solving the Maximum Satisfiability Problem Using an Evolutionary Local Search Algorithm. Int. Arab J. Inf. Technol. 2 (2) (2005)
Sihem Mostefai, Abdelaziz Bouras, Mohamed Batouche
Data Integration in a PLM Perspective for Mechanical Products. Int. Arab J. Inf. Technol. 2 (2) (2005)
Souham Meshoul, Abdesslem Layeb, Mohamed Batouche
A Quantum Evolutionary Algorithm for Effective Multiple Sequence Alignment. EPIA (2005)
Salim Chikhi, Mohamed Batouche
Using Probabilistic Unsupervised Neural Method for Lithofacies Identification. Int. Arab J. Inf. Technol. 2 (1) (2005)
Brahim Nini, Mohamed Batouche
Virtualized Real Object Integration and Manipulation in an Augmented Scene. CAIP (2005)
Brahim Nini, Mohamed Batouche
Real Time Virtualized Real Object Manipulation in an Augmented Reality Environment. BVAI (2005)
Mohamed El-bachir Menai, Mohamed Batouche
A Backbone-Based Co-evolutionary Heuristic for Partial MAX-SAT. Artificial Evolution (2005)
Hichem Talbi, Mohamed Batouche, Amer Draa
A Quantum-Inspired Genetic Algorithm for Multi-source Affine Image Registration. ICIAR (1) (2004)
Amer Draa, Mohamed Batouche, Hichem Talbi
A Quantum-Inspired Differential Evolution Algorithm for Rigid Image Registration. International Conference on Computational Intelligence (2004)
Salima Ouadfel, Mohamed Batouche
Ant colony system with local search for Markov random field image segmentation. ICIP (1) (2003)
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)
Mohamed El-bachir Menai, Mohamed Batouche
A Bose-Einstein Extremal Optimization Method for Solving Real-World Instances of Maximum Satisfiablility. IC-AI (2003)
Mohamed El-bachir Menai, Mohamed Batouche
Efficient Initial Solution to Extremal Optimization Algorithm for Weighted MAXSAT Problem. IEA/AIE (2003)
Salima Ouadfel, Mohamed Batouche, Catherine Garbay
Ant Colony System for Image Segmentation Using Markov Random Field. Ant Algorithms (2002)
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)
Mohamed El-bachir Menai, Mohamed Batouche
'External Optimization' for Max-SAT. IC-AI (2002)
Salima Ouadfel, Mohamed Batouche
Unsupervised Image Segmentation Using a Colony of Cooperating Ants. Biologically Motivated Computer Vision (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)
Rachid Benlamri, Mohamed Batouche, S. Rami, Chafia Bouanaka
An automated system for analysis and interpretation of epileptiform activity in the EEG. Comput. Biol. Medicine 27 (2) (1997)
Mohamed Batouche, Rachid Benlamri, Mohamed-Khireddine Kholladi
A computer vision system for diagnosing scoliosis using moiré images. Comput. Biol. Medicine 26 (4) (1996)
Mohamed Batouche
A knowledge based system for diagnosing spinal deformations: moire pattern analysis and interpretation. ICPR (1) (1992)