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ORCIDMohamed Batouche
Mohamed Chawki Batouche
Person information
- affiliation: University of Constantine 2 - Abdelhamid Mehri, Department of Computer Science, Constantine, Algeria
- affiliation (PhD): University of Nancy, INPL, France
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2020 – today
- 2022
[j31]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): 7515-7529 (2022)- 2021
- [j30]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): 81-113 (2021) - [j29]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): 160-191 (2021) - 2020
- [j28]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): 14-35 (2020)
2010 – 2019
- 2019
- [j27]Safia Djemame, Mohamed Batouche, Hamouche Oulhadj, Patrick Siarry:
Solving reverse emergence with quantum PSO application to image processing. Soft Comput. 23(16): 6921-6935 (2019) - [c72]Madjed Bencheikh Lehocine, Salim Djaaboub, Mohamed Batouche:
Routing-Plan duplicator: A reliable assistant for safe and seamless migration toward SDN. CommNet 2019: 1-10 - 2018
- [j26]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) - [j25]Chaouki Boufenar, Adlen Kerboua, Mohamed Batouche:
Investigation on deep learning for off-line handwritten Arabic character recognition. Cogn. Syst. Res. 50: 180-195 (2018) - [j24]Chaouki Boufenar, Mohamed Batouche, Marc Schoenauer:
An artificial immune system for offline isolated handwritten arabic character recognition. Evol. Syst. 9(1): 25-41 (2018) - [j23]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): 40-74 (2018) - [j22]Mohamed Abdou Bouteldja, Mohamed Baadeche, Mohamed Batouche:
Multilevel Thresholding for Image Segmentation Based on Cellular Metaheuristics. Int. J. Appl. Metaheuristic Comput. 9(4): 1-32 (2018) - [j21]Rostom Mennour, Mohamed Batouche:
Novel Scalable Deep Learning Approaches for Big Data Analytics Applied to ECG Processing. Int. J. Appl. Metaheuristic Comput. 9(4): 33-51 (2018) - [j20]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): 484-518 (2018) - [j19]Latifa Oulladji, Kamel Feraoun, Mohamed Batouche, Ajith Abraham:
Arabic text detection using ensemble machine learning. Int. J. Hybrid Intell. Syst. 14(4): 233-238 (2018) - [j18]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): 31115-31138 (2018) - [c71]Meriem Bahi, Mohamed Batouche:
Deep Semi-supervised Learning for Virtual Screening Based on Big Data Analytics. BDCA 2018: 173-184 - [c70]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: 66-77 - [c69]Karima Sid, Mohamed Batouche:
Ensemble Learning for Large Scale Virtual Screening on Apache Spark. CIIA 2018: 244-256 - [c68]Meriem Bahi, Mohamed Batouche:
Drug-Target Interaction Prediction in Drug Repositioning Based on Deep Semi-Supervised Learning. CIIA 2018: 302-313 - [c67]Meriem Bahi, Mohamed Batouche:
Deep Learning for Ligand-Based Virtual Screening in Drug Discovery. PAIS 2018: 1-5 - 2017
- [j17]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) - [j16]Anouar Boucheham, Mohamed Batouche:
Hybrid Wrapper/Filter Gene Selection Using an Ensemble of Classifiers and PSO Algorithm. Int. J. Appl. Metaheuristic Comput. 8(2): 22-37 (2017) - [c66]Karima Sid, Mohamed Chawki Batouche:
Big Data Analytics Techniques in Virtual Screening for Drug Discovery. BDCA 2017: 9:1-9:7 - [c65]Soumia Zertal, Mohamed Chawki Batouche:
A Hybrid Approach for Optimized Composition of Cloud Services. BDCA 2017: 12:1-12:7 - [c64]Madjed Bencheikh Lehocine, Mohamed Batouche:
Flexibility of managing VLAN filtering and segmentation in SDN networks. ISNCC 2017: 1-6 - 2016
- [c63]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: 70-81 - [c62]Khalid Ghoul, Mohamed Berkane, Mohamed Chawki Batouche:
Phase correlation method to the optical flow using neuronal networks. ICMCS 2016: 71-75 - [c61]Adlen Kerboua, Mohamed Batouche, Abdesselam Debbah:
RGB-D & SVM action recognition for security improvement. MedPRAI 2016: 137-143 - 2015
- [j15]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) - [c60]Ahlam Kourid, Mohamed Batouche:
Biomarker Discovery Based on Large-Scale Feature Selection and MapReduce. CIIA 2015: 81-92 - [c59]Mohamed Skander Daas, Salim Chikhi, Mohamed Batouche:
Bacterial foraging optimization with double role of reproduction and step adaptation. IPAC 2015: 71:1-71:5 - [c58]Rostom Mennour, Mohamed Batouche:
Drug discovery for breast cancer based on big data analytics techniques. ICTA 2015: 1-6 - [c57]Rostom Mennour, Mohamed Batouche:
Drug discovery for breast cancer based on big data analytics techniques. ICTA 2015: 1-6 - [c56]Anouar Boucheham, Mohamed Batouche, Souham Meshoul:
An Ensemble of Cooperative Parallel Metaheuristics for Gene Selection in Cancer Classification. IWBBIO (2) 2015: 301-312 - [c55]Rostom Mennour, Mohamed Batouche, Oussama Hannache:
MR-SPS: Scalable parallel scheduler for YARN/MapReduce platform. SOLI 2015: 199-204 - 2014
- [c54]Khalid Ghoul, Mohamed Berkane, Mohamed Chawki Batouche:
Neuronal approach for motion estimation in frequency domain. ICMCS 2014: 241-245 - [c53]Zakaria Benmounah, Souham Meshoul, Mohamed Batouche:
Cooperative Parallel Multi Swarm Model for Clustering in Gene Expression Profiling. ICSI (1) 2014: 450-459 - [c52]Mohamed Abdou Bouteldja, Mohamed Baadeche, Mohamed Batouche:
A novel approach for image denoising based on evolutionary game theory. IPTA 2014: 62-67 - [c51]Amir Djenna, Mohamed Batouche:
Security problems in cloud infrastructure. ISNCC 2014: 1-6 - [c50]Madjed Bencheikh Lehocine, Mohamed Batouche:
Self-management in IP networks using autonomic computing. NOF 2014: 1-3 - [c49]Mohamed Sandeli, Mohamed Batouche:
Multilevel thresholding for image segmentation based on parallel distributed optimization. SoCPaR 2014: 134-139 - [c48]Mohamed Skander Daas, Mohamed Batouche:
Multi-bacterial foraging optimization for dynamic environments. SoCPaR 2014: 237-242 - [c47]Meroua Daoudi, Soumiya Hamena, Zakaria Benmounah, Mohamed Batouche:
Parallel diffrential evolution clustering algorithm based on MapReduce. SoCPaR 2014: 337-341 - 2013
- [c46]Zakaria Benmounah, Mohamed Batouche:
A Parallel Distributed System for Gene Expression Profiling Based on Clustering Ensemble and Distributed Optimization. ICA3PP (1) 2013: 176-185 - 2011
- [c45]Leila Djerou, Nacer Khelil, Mohamed Batouche:
Numerical Integration Method Based on Particle Swarm Optimization. ICSI (1) 2011: 221-226 - 2010
- [j14]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) - [j13]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) - [c44]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 - [c43]Salima Ouadfel, Mohamed Batouche, Abdelmalik Taleb-Ahmed:
A new particle swarm optimization algorithm for dynamic image clustering. ICDIM 2010: 546-551 - [c42]Salim Bitam, Mohamed Batouche, El-Ghazali Talbi:
A survey on bee colony algorithms. IPDPS Workshops 2010: 1-8 - [c41]Souham Meshoul, Mohamed Batouche:
A novel approach for Online signature verification using fisher based probabilistic neural network. ISCC 2010: 314-319 - [c40]Souham Meshoul, Mohamed Batouche:
Combining Fisher Discriminant Analysis and probabilistic neural network for effective on-line signature recognition. ISSPA 2010: 658-661
2000 – 2009
- 2009
- [c39]Safia Djemame, Mohamed Batouche:
Une Approche Bio-mimétique pour la Segmentation d'Images Inspiration des Araignées Sociales. CIIA 2009 - [c38]Abdesslem Layeb, Souham Meshoul, Mohamed Batouche:
A Hybrid method for effective multiple sequence alignment. ISCC 2009: 970-975 - [c37]Leila Djerou, Nacer Khelil, Houssem Eddine Dehimi, Mohamed Batouche:
Automatic Multilevel Thresholding Using Binary Particle Swarm Optimization for Image Segmentation. SoCPaR 2009: 66-71 - 2008
- [c36]Abdesslem Layeb, Souham Meshoul, Mohamed Batouche:
Quantum Genetic Algorithm for Multiple RNA Structural Alignment. Asia International Conference on Modelling and Simulation 2008: 873-878 - [c35]Souham Meshoul, Mohamed Batouche:
Aligning images with multiple objectives. IEEE Congress on Evolutionary Computation 2008: 2067-2072 - [c34]Leila Djerou, Nacer Khelil, Mohamed Batouche:
Image Segmentation by Self-Organised Region Growing. CISIM 2008: 171-176 - [c33]Laidi Foughali, El-Ghazali Talbi, Mohamed Batouche:
A parallel insular model for location areas planning in mobile networks. IPDPS 2008: 1-8 - 2007
- [c32]Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche:
A Multi-agent Approach for Range Image Segmentation with Bayesian Edge Regularization. ACIVS 2007: 449-460 - [c31]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: 3211-3214 - [c30]Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche:
A Multi-agent Approach for Range Image Segmentation. CEEMAS 2007: 1-10 - [c29]Smaine Mazouzi, Mohamed Batouche:
Bayesian Edge Regularization in Range Image Segmentation. CIARP 2007: 182-191 - [c28]Smaine Mazouzi, Mohamed Batouche:
A New Bayesian Method for Range Image Segmentation. EMMCVPR 2007: 453-466 - [c27]Mourad Bouzenada, Mohamed Chawki Batouche:
An Object Tracker for Markerless Augmented Reality. IPCV 2007: 584-589 - [c26]Sihem Slatnia, Mohamed Batouche, Kamal E. Melkemi:
Evolutionary Cellular Automata Based-Approach for Edge Detection. WILF 2007: 404-411 - 2006
- [j12]Mohamed El-bachir Menai, Mohamed Batouche:
An effective heuristic algorithm for the maximum satisfiability problem. Appl. Intell. 24(3): 227-239 (2006) - [j11]Bachir Boucheham, Youcef Ferdi, Mohamed Chawki Batouche:
Recursive versus sequential multiple error measures reduction: A curve simplification approach to ECG data compression. Comput. Methods Programs Biomed. 81(2): 162-173 (2006) - [j10]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): 9-15 (2006) - [j9]Kamal E. Melkemi, Mohamed Batouche, Sebti Foufou:
A Multiresolution Approach Based on MRF and Bak-Sneppen Models for Image Segmentation. Informatica 17(2): 225-236 (2006) - [j8]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): 1230-1238 (2006) - [c25]Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche:
An Agent-Based Approach for Range Image Segmentation. MMAS/LSMAS/CCMMS 2006: 146-161 - [c24]Mohamed Batouche, Souham Meshoul, Ali Abbassene:
On Solving Edge Detection by Emergence. IEA/AIE 2006: 800-808 - [c23]S. Chelloug, Souham Meshoul, Mohamed Batouche:
Clustering Microarray Data Within Amorphous Computing Paradigm and Growing Neural Gas Algorithm. IEA/AIE 2006: 809-818 - [c22]Abdesslem Layeb, Soham Meshoul, Mohamed Batouche:
Multiple sequence alignment by quantum genetic algorithm. IPDPS 2006 - 2005
- [j7]Bachir Boucheham, Youcef Ferdi, Mohamed Chawki Batouche:
Piecewise linear correction of ECG baseline wander: a curve simplification approach. Comput. Methods Programs Biomed. 78(1): 1-10 (2005) - [j6]Salim Chikhi, Mohamed Batouche:
Using Probabilistic Unsupervised Neural Method for Lithofacies Identification. Int. Arab J. Inf. Technol. 2(1): 58-66 (2005) - [j5]Sihem Mostefai, Abdelaziz Bouras, Mohamed Batouche:
Data Integration in a PLM Perspective for Mechanical Products. Int. Arab J. Inf. Technol. 2(2): 141-147 (2005) - [j4]Mohamed El-bachir Menai, Mohamed Batouche:
Solving the Maximum Satisfiability Problem Using an Evolutionary Local Search Algorithm. Int. Arab J. Inf. Technol. 2(2): 154-161 (2005) - [c21]Mohamed El-bachir Menai, Mohamed Batouche:
A Backbone-Based Co-evolutionary Heuristic for Partial MAX-SAT. Artificial Evolution 2005: 155-166 - [c20]Brahim Nini, Mohamed Batouche:
Real Time Virtualized Real Object Manipulation in an Augmented Reality Environment. BVAI 2005: 477-486 - [c19]Brahim Nini, Mohamed Batouche:
Virtualized Real Object Integration and Manipulation in an Augmented Scene. CAIP 2005: 248-255 - [c18]Souham Meshoul, Karima Mahdi, Mohamed Batouche:
A Quantum Inspired Evolutionary Framework for Multi-objective Optimization. EPIA 2005: 190-201 - [c17]Souham Meshoul, Abdesslem Layeb, Mohamed Batouche:
A Quantum Evolutionary Algorithm for Effective Multiple Sequence Alignment. EPIA 2005: 260-271 - [c16]Kamal E. Melkemi, Mohamed Batouche, Sebti Foufou:
MRF Model-Based Approach for Image Segmentation Using a Chaotic MultiAgent System. WILF 2005: 344-353 - 2004
- [c15]Hichem Talbi, Mohamed Batouche, Amer Draa:
A Quantum-Inspired Genetic Algorithm for Multi-source Affine Image Registration. ICIAR (1) 2004: 147-154 - [c14]Amer Draa, Mohamed Batouche, Hichem Talbi:
A Quantum-Inspired Differential Evolution Algorithm for Rigid Image Registration. International Conference on Computational Intelligence 2004: 408-411 - 2003
- [j3]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) - [c13]Mohamed El-bachir Menai, Mohamed Batouche:
A Bose-Einstein Extremal Optimization Method for Solving Real-World Instances of Maximum Satisfiablility. IC-AI 2003: 257-262 - [c12]Esma Bendiab, Souham Meshoul, Mohamed Batouche:
An Artificial Immune System for Multimodality Image Alignment. ICARIS 2003: 11-21 - [c11]Salima Ouadfel, Mohamed Batouche:
Ant colony system with local search for Markov random field image segmentation. ICIP (1) 2003: 133-136 - [c10]Mohamed El-bachir Menai, Mohamed Batouche:
Efficient Initial Solution to Extremal Optimization Algorithm for Weighted MAXSAT Problem. IEA/AIE 2003: 592-603 - 2002
- [c9]Salima Ouadfel, Mohamed Batouche, Catherine Garbay:
Ant Colony System for Image Segmentation Using Markov Random Field. Ant Algorithms 2002: 294-295 - [c8]Salima Ouadfel, Mohamed Batouche:
Unsupervised Image Segmentation Using a Colony of Cooperating Ants. Biologically Motivated Computer Vision 2002: 109-116 - [c7]Souham Meshoul, Mohamed Batouche:
Robust Point Correspondence for Image Registration Using Optimization with Extremal Dynamics. DAGM-Symposium 2002: 330-337 - [c6]Mohamed El-bachir Menai, Mohamed Batouche:
'External Optimization' for Max-SAT. IC-AI 2002: 954-958 - [c5]Souham Meshoul, Mohamed Batouche:
An Evolutionary Framework for Multi-Modality Image Alignment. IC-AI 2002: 959-965 - [c4]Souham Meshoul, Mohamed Batouche:
Max-Min Ant Szstem with Local Search for Point-Based Image Regitration. IC-AI 2002: 966-972 - [c3]Souham Meshoul, Mohamed Batouche:
Ant Colony System with Extremal Dynamics for Point Matching and Pose Estimation. ICPR (3) 2002: 823-826 - [c2]Souham Meshoul, Mohamed Batouche:
Une approche multi-agent pour le recalage des images par appariement de primitives. JFSMA 2002: 261-264
1990 – 1999
- 1997
- [j2]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): 129-139 (1997) - 1996
- [j1]Mohamed Batouche, Rachid Benlamri, Mohamed-Khireddine Kholladi:
A computer vision system for diagnosing scoliosis using moiré images. Comput. Biol. Medicine 26(4): 339-353 (1996) - 1992
- [c1]Mohamed Batouche:
A knowledge based system for diagnosing spinal deformations: moire pattern analysis and interpretation. ICPR (1) 1992: 591-594
Coauthor Index
Souham Meshoul
aka: Soham Meshoul
aka: Soham Meshoul
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