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Applied Computational Intelligence and Mathematical Methods

Computational Methods in Systems and Software 2017, vol. 2

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Radek Silhavy

    1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

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    You can also search for this editor in PubMed   Google Scholar

  2. Petr Silhavy

    1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

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    You can also search for this editor in PubMed   Google Scholar

  3. Zdenka Prokopova

    1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

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  • Presents applied Computational Intelligence and Mathematical Methods
  • Written by experts in the field
  • Dedicated to Applications of Computational Intelligence
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 662)

Included in the following conference series:

Conference proceedings info: CoMeSySo 2017.

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Table of contents (35 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Spatially Augmented Analysis of Macroeconomic Convergence with Application to the Czech Republic and Its Neighbors

    • Tomáš Formánek
    Pages 1-12

  3. Trend-Cycle Decomposition of Economic Activity in the Czech Republic

    • Ondřej Čížek
    Pages 13-23

  4. Parallel Matrix Multiplication for Business Applications

    • Mais Haj Qasem, Mohammad Qatawneh
    Pages 24-36

  5. Content Generation for Massively Multiplayer Online Games with Genetic Algorithms

    • Tiago Alves, Jorge Coelho, Luís Nogueira
    Pages 37-49

  6. An Autonomous Architecture for Managing Vertical Elasticity in the IaaS Cloud Using Memory Over-Subscription

    • Bouaita Riad, Zitouni Abdelhafid, Maamri Ramdane
    Pages 50-61

  7. A Security Framework for Cloud Data Storage(CDS) Based on Agent

    • Oussama Arki, Abdelhafid Zitouni
    Pages 62-73

  8. Proposal for the Design of a New Technological Infrastructure for the Efficient Management of Network Services and Applications in a High Complexity Clinic in Colombia

    • Leonel Hernandez, Humberto Villanueva, Sandra Estrada
    Pages 74-85

  9. Initial Centroid Selection Optimization for K-Means with Genetic Algorithm to Enhance Clustering of Transcribed Arabic Broadcast News Documents

    • Ahmed Mohamed Maghawry, Yasser Omar, Amr Badr
    Pages 86-101

  10. An Imperialist Competitive Algorithm to Solve the Manufacturing Cell Design Problem

    • Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Héctor Ortega, Boris Almonacid
    Pages 102-113

  11. Optical Character Recognition System for Czech Language Using Hierarchical Deep Learning Networks

    • Arindam Chaudhuri, Soumya K. Ghosh
    Pages 114-125

  12. A Percentile Transition Ranking Algorithm Applied to Knapsack Problem

    • José García, Broderick Crawford, Ricardo Soto, Gino Astorga
    Pages 126-138

  13. SIAAC: Sentiment Polarity Identification on Arabic Algerian Newspaper Comments

    • Hichem Rahab, Abdelhafid Zitouni, Mahieddine Djoudi
    Pages 139-149

  14. Enrichment Ontology Instance by Using Data Mining Techniques

    • Kunyanuth Kularbphettong
    Pages 150-155

  15. Solving the Set Covering Problem Using Cat Swarm Optimization Algorithm with a Variable Mixture Rate and Population Restart

    • Broderick Crawford, Ricardo Soto, Hugo Caballero
    Pages 156-166

  16. Analysis of Students’ Behavior Based on Educational Data Mining

    • Kunyanuth Kularbphettong
    Pages 167-172

  17. Inference Algorithms in Latent Dirichlet Allocation for Semantic Classification

    • Wan Mohammad Aflah Mohammad Zubir, Izzatdin Abdul Aziz, Jafreezal Jaafar, Mohd Hilmi Hasan
    Pages 173-184

  18. Between Data Mining and Predictive Analytics Techniques to Cybersecurity Protection on eLearning Environments

    • José Manuel, Raul Cordeiro, Carla Silva
    Pages 185-194

  19. A Performance Evaluation of Chi-Square Pruning Techniques in Class Association Rules Optimization

    • Han Chern-Tong, Izzatdin Abdul Aziz
    Pages 195-203

  20. A Hybrid Method Based on Intelligent Water Drop Algorithm and Simulated Annealing for Solving Multi-depot Vehicle Routing Problem

    • Absalom E. Ezugwu, Micheal O. Olusanya, Aderemi O. Adewumi
    Pages 204-219
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Other volumes

  1. Cybernetics Approaches in Intelligent Systems

  2. Applied Computational Intelligence and Mathematical Methods

Keywords

About this book

The book discusses real-world problems and exploratory research in computational intelligence and mathematical models.

It brings new approaches and methods to real-world problems and exploratory research that describes novel approaches in the mathematical methods, computational intelligence methods and software engineering in the scope of the intelligent systems.

This book constitutes the refereed proceedings of the Computational Methods in Systems and Software 2017, a conference that provided an international forum for the discussion of the latest high-quality research results in all areas related to computational methods, statistics, cybernetics and software engineering.

Editors and Affiliations

  • Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Radek Silhavy, Petr Silhavy, Zdenka Prokopova

Bibliographic Information

  • Book Title: Applied Computational Intelligence and Mathematical Methods

  • Book Subtitle: Computational Methods in Systems and Software 2017, vol. 2

  • Editors: Radek Silhavy, Petr Silhavy, Zdenka Prokopova

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-67621-0

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2018

  • Softcover ISBN: 978-3-319-67620-3Published: 05 September 2017

  • eBook ISBN: 978-3-319-67621-0Published: 04 September 2017

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIV, 394

  • Number of Illustrations: 142 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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