Modelling and Implementation of Complex Systems: Proceedings of the 6th International Symposium, MISC 2020, Batna, Algeria, October 24‐26, 2020 (Lecture Notes in Networks and Systems Book 156)

This proceedings book gives a new vision and real progress towards more difficult problems resolution. In trying to solve the problems we face every day in the complex world we are living, we are constantly developing artificial systems and increasingly complex middleware. Indeed, the research works contained in this book address a large spread of nowadays topics like IoT architectures, communication and routing protocols, smart systems, software defined networks (SDNs), natural language processing (NLP), social media, health systems, machine intelligence and data science, soft computing and optimization, and software technology. This book, which is a selective collection of research papers accepted by the international program committee of the 6th International Symposium on Modelling and Implementation of Complex Systems (MISC 2020), considers intelligence (CI) more as a way of thinking about problems. It includes a mix of old efficient (Fuzzy, NN, GA) and modern AI techniques (deep learning and CNN). The whole complex systems research community finds in this book an appropriate way to approach problems that have no algorithmic solution and finds many well-formulated technical challenges. Front Matter ....Pages i-xv Front Matter ....Pages 1-1 Dynamic Replication Based on a Data Classification Model in Cloud Computing (Imad Eddine Miloudi, Belabbas Yagoubi, Fatima Zohra Bellounar)....Pages 3-17 EECORONA: Energy Efficiency Coordinate and Routing System for Nanonetworks (Islam Amine Bouchedjera, Zibouda Aliouat, Lemia Louail)....Pages 18-32 Communication-Flow Privacy-Preservation in 6LoWPANs-Based IoT Networks (Asma Iman Kouachi, Abdelmalik Bachir)....Pages 33-47 Workflow Security Scheduling Strategy in Cloud Computing (Sarra Hammouti, Belabbas Yagoubi, Sid Ahmed Makhlouf)....Pages 48-61 An Optimized Energy-Efficient Mission-Based Routing Protocol for Unmanned Aerial Vehicles (Mohamed Skander Daas, Zakaria Benahmed, Salim Chikhi)....Pages 62-76 Dynamic Clustering Based Energy Optimization for IoT Network (Mohamed Sofiane Batta, Hakim Mabed, Zibouda Aliouat)....Pages 77-91 Front Matter ....Pages 93-93 Comparative Analysis of Machine Learning Algorithms for Early Prediction of Diabetes Mellitus in Women (Sumbal Malik, Saad Harous, Hesham El-Sayed)....Pages 95-106 Sentiment Analysis in Google Play Store: Algerian Reviews Case (Asma Chader, Leila Hamdad, Abdesselam Belkhiri)....Pages 107-121 Meta-learning to Select the Best Metaheuristic for the MaxSAT Problem (Souhila Sadeg, Leila Hamdad, Omar Kada, Karima Benatchba, Zineb Habbas)....Pages 122-135 Ontological Relation Classification Using WordNet, Word Embeddings and Deep Neural Networks (Ahlem Chérifa Khadir, Ahmed Guessoum, Hassina Aliane)....Pages 136-148 Gender Identification from Arabic Speech Using Machine Learning (Skander Hamdi, Abdelouahab Moussaoui, Mourad Oussalah, Mohamed Saidi)....Pages 149-162 Face Recognition Based on Harris Detector and Convolutional Neural Networks (Assaad Oussama Zeghina, Oussama Zoubia, Ali Behloul)....Pages 163-171 Front Matter ....Pages 173-173 Quality Preserved Color Image Compression Using Particle Swarm Optimization Algorithm (Djamel Eddine Touil, Nadjiba Terki)....Pages 175-187 A Simple Yet Effective Convolutional Neural Network Model to Classify Facial Expressions (Meriem Sari, Abdelouahab Moussaoui, Abdenour Hadid)....Pages 188-202 Materialized View Selection Using Discrete Quantum Based Differential Evolution Algorithm (Raouf Mayata, Abdelmadjid Boukra)....Pages 203-216 Context-Aware Based Evolutionary Collaborative Filtering Algorithm (Ibtissem Gasmi, Fouzia Anguel, Hassina Seridi-Bouchelaghem, Nabiha Azizi)....Pages 217-232 A Rule Based Human Skin Detection Method in CMYK Color Space (Abdelkrim Sahnoune, Djamila Dahmani, Saliha Aouat)....Pages 233-247 Improved NSGA-II for Minimum Weight Minimum Connected Dominating Set Problem (Hayet Dahmri, Salim Bouamama)....Pages 248-261 Ontology Matching Using Neural Networks: Evaluation for OAEI Tracks (Meriem Ali Khoudja, Messaouda Fareh, Hafida Bouarfa)....Pages 262-276 Front Matter ....Pages 277-277 Transforming UML Diagrams to YAWL Models for Business Processes Analysis (Aissam Belghiat, Dalal Oukhaf, Allaoua Chaoui)....Pages 279-293 Configuration-Dependent Stochastic Reward Nets (Samir Tigane, Laid Kahloul, Samir Bourekkache)....Pages 294-307 Back Matter ....Pages 309-310