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Computer Science and Its Applications Abdelmalek Amine, Ladjel Bellatreche, Zakaria Elberrichi, Erich J. Neuhold, Robert Wrembel Front Matter Computational Intelligence–Meta-Heuristics Binary Bat Algorithm: On The Efficiency of Mapping Functions When Handling Binary Problems Using Continuous-variable-based Metaheuristics Zakaria Dahi, Chaker Mezioud, Amer Draa 3-14 Relative Timed Model for Coordinated Multi Agent Systems Said Layadi, Jean-Michel Ilie, Ilham Kitouni, Djamel-Eddine Saidouni 15-27 Computational Intelligence: Object Recognition and Authentification A Novel Technique For Human Face Recognition Using Fractal Code and Bi-dimensional Subspace Benouis Mohamed, Benkkadour Kamel, Tlmesani Redwan, Senouci Mohamed 31-42 Computational Intelligence: Image Processing A New Rotation-Invariant Approach for Texture Analysis Izem Hamouchene, Saliha Aouat 45-53 Multi-CPU/Multi-GPU Based Framework for Multimedia Processing Sidi Mahmoudi, Pierre Manneback 54-65 Full-Reference Image Quality Assessment Measure Based on Color Distortion Zianou Seghir, Fella Hachouf 66-77 Computational Intelligence: Machine Learning Biomarker Discovery Based on Large-Scale Feature Selection and MapReduce Ahlam Kourid, Mohamed Batouche 81-92 Social Validation of Solutions in the Context of Online Communities Lydia Driff, Lamia Berkani, Ahmed Guessoum, Abdellah Bendjahel 93-104 Remotely Sensed Data Clustering Using K-Harmonic Means Algorithm and Cluster Validity Index Habib Mahi, Nezha Farhi, Kaouter Labed 105-116 Computational Intelligence: BioInformatics Comparison of Automatic Seed Generation Methods for Breast Tumor Detection Using Region Growing Technique Ahlem Melouah 119-128 IHBA: An Improved Homogeneity-Based Algorithm for Data Classification Fatima Bekaddour, Chikh Amine 129-140 Multiple Guide Trees in a Tabu Search Algorithm for the Multiple Sequence Alignment Problem Tahar Mehenni 141-152 Information Technology: Text and Speech Processing Noise Robust Features Based on MVA Post-processing Mohamed Korba, Djemil Messadeg, Houcine Bourouba, Rafik Djemili 155-166 Arabic Texts Categorization: Features Selection Based on the Extraction of Words’ Roots Said Gadri, Abdelouahab Moussaoui 167-180 Restoration of Arabic Diacritics Using a Multilevel Statistical Model Mohamed Hadj Ameur, Youcef Moulahoum, Ahmed Guessoum 181-192 A New Multi-layered Approach for Automatic Text Summaries Mono-Document Based on Social Spiders Mohamed Boudia, Reda Hamou, Abdelmalek Amine, Mohamed Rahmani, Amine Rahmani 193-204 Building Domain Specific Sentiment Lexicons Combining Information from Many Sentiment Lexicons and a Domain Specific Corpus Hugo Hammer, Anis Yazidi, Aleksander Bai, Paal Engelstad 205-216 Improved Cuckoo Search Algorithm for Document Clustering Saida Boushaki, Nadjet Kamel, Omar Bendjeghaba 217-228 Information Technology: Requirement Engineering Supporting Legal Requirements in the Design of Public Processes Amina Cherouana, Latifa Mahdaoui 231-242 Requirement Analysis in Data Warehouses to Support External Information Mohamed Chouder, Rachid Chalal, Waffa Setra 243-253 Engineering the Requirements of Data Warehouses: A Comparative Study of Goal-Oriented Approaches Waffa Setra, Rachid Chalal, Mohamed Chouder 254-265 Information Technology: OLAP and Web Services Research and Analysis of the Stream Materialized Aggregate List Marcin Gorawski, Krzysztof Pasterak 269-278 SOLAP On-the-Fly Generalization Approach Based on Spatial Hierarchical Structures Tahar Ziouel, Khalissa Amieur-Derbal, Kamel Boukhalfa 279-290 QoS-Aware Web Services Selection Based on Fuzzy Dominance Amal Halfaoui, Fethallah Hadjila, Fedoua Didi 291-300 Information Technology: Recommender Systems and Web Services A Hybrid Model to Improve Filtering Systems Kharroubi Sahraoui, Dahmani Youcef, Nouali Omar 303-314 Towards a Recommendation System for the Learner from a Semantic Model of Knowledge in a Collaborative Environment Chahrazed Mediani, Marie-Hélène Abel, Mahieddine Djoudi 315-327 Toward a New Recommender System Based on Multi-criteria Hybrid Information Filtering Hanane Zitouni, Omar Nouali, Souham Meshoul 328-339 Information Technology: Ontologies A New Approach for Combining the Similarity Values in Ontology Alignment Moussa Benaissa, Abderrahmane Khiat 343-354 Exact Reasoning over Imprecise Ontologies Mustapha Bourahla 355-366 Defining Semantic Relationships to Capitalize Content of Multimedia Resources Mohamed Kharrat, Anis Jedidi, Faiez Gargouri 367-378 Security and Network Technologies: Security A Multi-agents Intrusion Detection System Using Ontology and Clustering Techniques Imen Brahmi, Hanen Brahmi, Sadok Yahia 381-393 On Copulas-Based Classification Method for Intrusion Detection Abdelkader Khobzaoui, Mhamed Mesfioui, Abderrahmane Yousfate, Boucif Amar Bensaber 394-405 On-Off Attacks Mitigation against Trust Systems in Wireless Sensor Networks Nabila Labraoui, Mourad Gueroui, Larbi Sekhri 406-415 A Real-Time PE-Malware Detection System Based on CHI-Square Test and PE-File Features Mohamed Belaoued, Smaine Mazouzi 416-425 Security and Network Technologies: Wireless Sensor Networks Balanced and Safe Weighted Clustering Algorithm for Mobile Wireless Sensor Networks Amine Dahane, Nasr-Eddine Berrached, Abdelhamid Loukil 429-441 Distributed Algorithm for Coverage and Connectivity in Wireless Sensor Networks Abdelkader Khelil, Rachid Beghdad 442-453 Optimizing Deployment Cost in Camera-Based Wireless Sensor Networks Mehdi Rouan Serik, Mejdi Kaddour 454-464 A version of LEACH Adapted to the Lognormal Shadowing Model Chifaa Tabet Hellel, Mohamed Lehsaini, Hervé Guyennet 465-475 Security and Network Technologies: Energy and Synchronisation High Velocity Aware Clocks Synchronization Approach in Vehicular Ad Hoc Networks Khedidja Medani, Makhlouf Aliouat, Zibouda Aliouat 479-490 An Energy-Efficient Fault-Tolerant Scheduling Algorithm Based on Variable Data Fragmentation Chafik Arar, Mohamed Khireddine, Abdelouahab Belazoui, Randa Megulati 491-502 Genetic Centralized Dynamic Clustering in Wireless Sensor Networks Mekkaoui Kheireddine, Rahmoun Abdellatif, Gianluigi Ferrari 503-511 Security and Network Technologies: Potpourri Region-Edge Cooperation for Image Segmentation Using Game Theory Omar Boudraa, Karima Benatchba 515-526 Improved Parameters Updating Algorithm for the Detection of Moving Objects Brahim Farou, Hamid Seridi, Herman Akdag 527-537 Towards Real-Time Co-authoring of Linked-Data on the Web Moulay Mechaoui, Nadir Guetmi, Abdessamad Imine 538-548 Software Engineering: Modeling and Meta Modeling A High Level Net for Modeling and Analysis Reconfigurable Discrete Event Control Systems Ahmed Kheldoun, Kamel Barkaoui, Jiafeng Zhang, Malika Ioualalen 551-562 Hybrid Approach for Metamodel and Model Co-evolution Fouzia Anguel, Abdelkrim Amirat, Nora Bounour 563-573 Extracting and Modeling Design Defects Using Gradual Rules and UML Profile Mohamed Maddeh, Sarra Ayouni 574-583 An Approach to Integrating Aspects in Agile Development Tadjer Houda, Meslati Djamel 584-595 Software Engineering: Checking and Verification On the Optimum Checkpointing Interval Selection for Variable Size Checkpoint Dumps Samy Sadi, Belabbas Yagoubi 599-610 Monitoring Checklist for Ceph Object Storage Infrastructure Pragya Jain, Anita Goel, S. Gupta 611-623 Towards a Formalization of Real-Time Patterns-Based Designs Kamel Boukhelfa, Faiza Belala 624-635

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