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Artificial Intelligence Perspectives and Applications

Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 1: Artificial Intelligence Perspectives and Applications

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Radek Silhavy

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

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  2. Roman Senkerik

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

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  3. Zuzana Kominkova Oplatkova

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

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  4. Zdenka Prokopova

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

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  5. Petr Silhavy

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

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  • Presents recent research on Artificial Intelligence Perspectives and Applications
  • Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 1: Artificial Intelligence Perspectives and Applications
  • The proceedings are divided in three volumes Vol1: Artificial Intelligence Perspectives and Applications, Vol 2: Intelligent Systems in Cybernetics and Automation Theory, Vol. 3: Software Engineering in Intelligent Systems

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 347)

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Table of contents (35 papers)

  1. Front Matter

    Pages 1-12
    Download chapter PDF

  2. A Multiagent-Based Approach to Scheduling of Multi-component Applications in Distributed Systems

    • Absalom E. Ezugwu, Marc E. Frincu, Sahalu B. Junaidu
    Pages 1-12

  3. A Cellular Automaton Based Approach for Real Time Embedded Systems Scheduling Problem Resolution

    • Fateh Boutekkouk
    Pages 13-22

  4. Ways of Increasing of the Effectiveness of the Making Decisions by Intelligent Systems Using Fuzzy Inference

    • Olga Dolinina, Aleksandr Shvarts
    Pages 23-28

  5. A Hybrid Model Based on Mutual Information and Support Vector Machine for Automatic Image Annotation

    • Cong Jin, Jinan Liu, Jinglei Guo
    Pages 29-38

  6. Pose Estimation Using Local Binary Patterns for Face Recognition

    • Nhat-Quan Huynh Nguyen, Thai Hoang Le
    Pages 39-49

  7. The Bioinspired Algorithm of Electronic Computing Equipment Schemes Elements Placement

    • V. V. Kureichik, D. V. Zaruba
    Pages 51-58

  8. Informational System to Support the Design Process of Complex Equipment Based on the Mechanism of Manipulation and Management for Three-Dimensional Objects Models

    • A. N. Dukkardt, A. A. Lezhebokov, D. Yu. Zaporozhets
    Pages 59-66

  9. Combined Method of Analyzing Anaphoric Pronouns and Inter-sentential Relationships between Transitive Verbs for Enhancing Pairs of Sentences Summarization

    • Trung Tran, Dang Tuan Nguyen
    Pages 67-77

  10. Hierarchical Approach for VLSI Components Placement

    • D. Yu. Zaporozhets, D. V. Zaruba, Vl. Vl. Kureichik
    Pages 79-87

  11. Pre-processing, Repairing and Transfer Functions Can Help Binary Electromagnetism-Like Algorithms

    • Ricardo Soto, Broderick Crawford, Alexis Muñoz, Franklin Johnson, Fernando Paredes
    Pages 89-97

  12. Heuristic Feasibility and Preprocessing for a Set Covering Solver Based on Firefly Optimization

    • Ricardo Soto, Broderick Crawford, José Vilches, Franklin Johnson, Fernando Paredes
    Pages 99-108

  13. Self-learning of the Containers Service Coordinator Agent in Multi-agent Automation Environment of Transit Cargo Terminal

    • M. V. Lutsan, E. V. Nuzhnov, V. V. Kureichik
    Pages 109-117

  14. On the Performance of Ensemble Learning for Automated Diagnosis of Breast Cancer

    • Aytuğ Onan
    Pages 119-129

  15. Predicting Financial Distress of Banks Using Random Subspace Ensembles of Support Vector Machines

    • Petr Hájek, Vladimír Olej, Renata Myšková
    Pages 131-140

  16. Interdependence of Text Mining Quality and the Input Data Preprocessing

    • František Dařena, Jan Žižka
    Pages 141-150

  17. Using Fuzzy Logic Controller in Ant Colony Optimization

    • Victor M. Kureichik, Asker Kazharov
    Pages 151-158

  18. WSM Tuning in Autonomous Search via Gravitational Search Algorithms

    • Ricardo Soto, Broderick Crawford, Rodrigo Herrera, Rodrigo Olivares, Franklin Johnson, Fernando Paredes
    Pages 159-168

  19. Enumeration Strategies for Solving Constraint Satisfaction Problems: A Performance Evaluation

    • Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Rodrigo Herrera, Franklin Johnson, Fernando Paredes
    Pages 169-179

  20. Evaluation of the Accuracy of Numerical Weather Prediction Models

    • David Šaur
    Pages 181-191
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Keywords

About this book

This volume is based on the research papers presented in the 4th Computer Science On-line Conference.

The volume Artificial Intelligence Perspectives and Applications presents new approaches and methods to real-world problems, and in particular, exploratory research that describes novel approaches in the field of artificial intelligence. Particular emphasis is laid on modern trends in selected fields of interest. New algorithms or methods in a variety of fields are also presented.

The Computer Science On-line Conference (CSOC 2015) is intended to provide an international forum for discussions on the latest high-quality research results in all areas related to Computer Science.

The addressed topics are the theoretical aspects and applications of Computer Science, Artificial Intelligences, Cybernetics, Automation Control Theory and Software Engineering.

Editors and Affiliations

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

    Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Zdenka Prokopova, Petr Silhavy

Bibliographic Information

  • Book Title: Artificial Intelligence Perspectives and Applications

  • Book Subtitle: Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 1: Artificial Intelligence Perspectives and Applications

  • Editors: Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Zdenka Prokopova, Petr Silhavy

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-18476-0

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2015

  • Softcover ISBN: 978-3-319-18475-3Published: 06 May 2015

  • eBook ISBN: 978-3-319-18476-0Published: 25 April 2015

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIV, 364

  • Number of Illustrations: 125 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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