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Modelling and Implementation of Complex Systems

Proceedings of the 6th International Symposium, MISC 2020, Batna, Algeria, October 24‐26, 2020

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Salim Chikhi

    1. Faculty of New Information and Communication Technologies, University of Constantine 2, Constantine, Algeria

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  2. Abdelmalek Amine

    1. Faculty of Technology, University of Saida, Saida, Algeria

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  3. Allaoua Chaoui

    1. Faculty of New Information and Communication Technologies, University of Constantine 2, Constantine, Algeria

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  4. Djamel Eddine Saidouni

    1. Faculty of New Information and Communication Technologies, University of Constantine 2, Constantine, Algeria

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  5. Mohamed Khireddine Kholladi

    1. Faculty of Science and Technology, Department of Mathematics and Computer Science, University of El Oued, El-Oued, Algeria

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  • Presents recent research in Systems, Distributed Systems, and Complexity
  • Contains the proceedings of the 6th International Symposium, MISC 2020, in Batna, Algeria, on October 24–26, 2020
  • Includes three tracks on “Networking and Communication Systems,” “Software Engineering and Formal Methods,” and “ Soft Computing, Optimization, Routing, and Packing”

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 156)

Included in the following conference series:

Conference proceedings info: MISC 2020.

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Table of contents (21 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. Cloud Computing, Networking and IoT

    1. Front Matter

      Pages 1-1
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    2. Dynamic Replication Based on a Data Classification Model in Cloud Computing

      • Imad Eddine Miloudi, Belabbas Yagoubi, Fatima Zohra Bellounar
      Pages 3-17

    3. EECORONA: Energy Efficiency Coordinate and Routing System for Nanonetworks

      • Islam Amine Bouchedjera, Zibouda Aliouat, Lemia Louail
      Pages 18-32

    4. Communication-Flow Privacy-Preservation in 6LoWPANs-Based IoT Networks

      • Asma Iman Kouachi, Abdelmalik Bachir
      Pages 33-47

    5. Workflow Security Scheduling Strategy in Cloud Computing

      • Sarra Hammouti, Belabbas Yagoubi, Sid Ahmed Makhlouf
      Pages 48-61

    6. An Optimized Energy-Efficient Mission-Based Routing Protocol for Unmanned Aerial Vehicles

      • Mohamed Skander Daas, Zakaria Benahmed, Salim Chikhi
      Pages 62-76

    7. Dynamic Clustering Based Energy Optimization for IoT Network

      • Mohamed Sofiane Batta, Hakim Mabed, Zibouda Aliouat
      Pages 77-91

  3. Machine Intelligence and Data Science

    1. Front Matter

      Pages 93-93
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    2. Comparative Analysis of Machine Learning Algorithms for Early Prediction of Diabetes Mellitus in Women

      • Sumbal Malik, Saad Harous, Hesham El-Sayed
      Pages 95-106

    3. Sentiment Analysis in Google Play Store: Algerian Reviews Case

      • Asma Chader, Leila Hamdad, Abdesselam Belkhiri
      Pages 107-121

    4. Meta-learning to Select the Best Metaheuristic for the MaxSAT Problem

      • Souhila Sadeg, Leila Hamdad, Omar Kada, Karima Benatchba, Zineb Habbas
      Pages 122-135

    5. Ontological Relation Classification Using WordNet, Word Embeddings and Deep Neural Networks

      • Ahlem Chérifa Khadir, Ahmed Guessoum, Hassina Aliane
      Pages 136-148

    6. Gender Identification from Arabic Speech Using Machine Learning

      • Skander Hamdi, Abdelouahab Moussaoui, Mourad Oussalah, Mohamed Saidi
      Pages 149-162

    7. Face Recognition Based on Harris Detector and Convolutional Neural Networks

      • Assaad Oussama Zeghina, Oussama Zoubia, Ali Behloul
      Pages 163-171

  4. Softcomputing and Optimization

    1. Front Matter

      Pages 173-173
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    2. Quality Preserved Color Image Compression Using Particle Swarm Optimization Algorithm

      • Djamel Eddine Touil, Nadjiba Terki
      Pages 175-187

    3. A Simple Yet Effective Convolutional Neural Network Model to Classify Facial Expressions

      • Meriem Sari, Abdelouahab Moussaoui, Abdenour Hadid
      Pages 188-202

    4. Materialized View Selection Using Discrete Quantum Based Differential Evolution Algorithm

      • Raouf Mayata, Abdelmadjid Boukra
      Pages 203-216

    5. Context-Aware Based Evolutionary Collaborative Filtering Algorithm

      • Ibtissem Gasmi, Fouzia Anguel, Hassina Seridi-Bouchelaghem, Nabiha Azizi
      Pages 217-232
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  1. Modelling and Implementation of Complex Systems

Keywords

About this book

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. 

Editors and Affiliations

  • Faculty of New Information and Communication Technologies, University of Constantine 2, Constantine, Algeria

    Salim Chikhi, Allaoua Chaoui, Djamel Eddine Saidouni

  • Faculty of Technology, University of Saida, Saida, Algeria

    Abdelmalek Amine

  • Faculty of Science and Technology, Department of Mathematics and Computer Science, University of El Oued, El-Oued, Algeria

    Mohamed Khireddine Kholladi

Bibliographic Information

  • Book Title: Modelling and Implementation of Complex Systems

  • Book Subtitle: Proceedings of the 6th International Symposium, MISC 2020, Batna, Algeria, October 24‐26, 2020

  • Editors: Salim Chikhi, Abdelmalek Amine, Allaoua Chaoui, Djamel Eddine Saidouni, Mohamed Khireddine Kholladi

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-030-58861-8

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-58860-1Published: 06 September 2020

  • eBook ISBN: 978-3-030-58861-8Published: 05 September 2020

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XV, 310

  • Number of Illustrations: 67 b/w illustrations, 105 illustrations in colour

  • Topics: Complexity, Computational Intelligence, Control and Systems Theory

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