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Soft Computing in Industrial Applications

Proceedings of the 17th Online World Conference on Soft Computing in Industrial Applications

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Václav Snášel

    1. Department of Computer Science, VŠB-TUO Faculty of Electrical Eng. & Comp. Sci., Ostrava-Poruba, Czech Republic

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  2. Pavel Krömer

    1. Department of Computer Science, VŠB-TUO Faculty of Electrical Eng. & Comp. Sci., Ostrava-Poruba, Czech Republic

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  3. Mario Köppen

    1. Network Design and Research Center, Kyushu Institute of Technology, Fukuoka, Japan

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  4. Gerald Schaefer

    1. Department of Computer Science, Loughborough University, Lougborough, United Kingdom

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  • Recent Research on Soft Computing in Industrial Applications
  • Proceedings of the “Online Conference on Soft Computing in Industrial Applications, December 03 - 14, 2012”
  • Written by leading experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 223)

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Table of contents (33 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Soft Computing in Industrial Applications

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Advanced Methods for 3D Magnetic Localization in Industrial Process Distributed Data-Logging with a Sparse Distance Matrix

      • Abhaya Chandra Kammara, Andreas König
      Pages 3-13

    3. Neural Network Ensemble Based on Feature Selection for Non-Invasive Recognition of Liver Fibrosis Stage

      • Bartosz Krawczyk, Michał Woźniak, Tomasz Orczyk, Piotr Porwik, Joanna Musialik, Barbara Błońska-Fajfrowska
      Pages 15-24

    4. Cooperative and Non-cooperative Equilibrium Problems with Equilibrium Constraints: Applications in Economics and Transportation

      • Andrew Koh
      Pages 25-36

    5. Statistical Genetic Programming: The Role of Diversity

      • Maryam Amir Haeri, Mohammad Mehdi Ebadzadeh, Gianluigi Folino
      Pages 37-48

    6. Breast MRI Tumour Segmentation Using Modified Automatic Seeded Region Growing Based on Particle Swarm Optimization Image Clustering

      • Ali Qusay Al-Faris, Umi Kalthum Ngah, Nor Ashidi Mat Isa, Ibrahim Lutfi Shuaib
      Pages 49-60

    7. Differential Evolution and Tabu Search to Find Multiple Solutions of Multimodal Optimization Problems

      • Erick R. F. A. Schneider, Renato A. Krohling
      Pages 61-69

    8. A New RBFNDDA-KNN Network and Its Application to Medical Pattern Classification

      • Shing Chiang Tan, Chee Peng Lim, Robert F. Harrison , R. Lee Kennedy
      Pages 71-82

    9. An Approach to Fuzzy Modeling of Anti-lock Braking Systems

      • Radu-Codruţ David, Ramona-Bianca Grad, Radu-Emil Precup, Mircea-Bogdan Rădac, Claudia-Adina Dragoş, Emil M. Petriu
      Pages 83-93

    10. An Improved Evolutionary Algorithm to Sequence Operations on an ASRS Warehouse

      • José A. Oliveira, João Ferreira, Guilherme A. B. Pereira, Luis S. Dias
      Pages 95-104

    11. Fuzzy Reliability Analysis of Washing Unit in a Paper Plant Using Soft-Computing Based Hybridized Techniques

      • Komal, S. P. Sharma
      Pages 105-115

    12. Multi-objective Algorithms for the Single Machine Scheduling Problem with Sequence-dependent Family Setups

      • Marcelo Ferreira Rego, Marcone Jamilson Freitas Souza, Igor Machado Coelho, José Elias Claudio Arroyo
      Pages 117-127

    13. Multi-Sensor Soft-Computing System for Driver Drowsiness Detection

      • Li Li, Klaudius Werber, Carlos F. Calvillo, Khac Dong Dinh, Ander Guarde, Andreas König
      Pages 129-140

    14. A New Evolving Tree for Text Document Clustering and Visualization

      • Wui Lee Chang, Kai Meng Tay, Chee Peng Lim
      Pages 141-151

    15. Brain–Computer Interface Based on Motor Imagery: The Most Relevant Sources of Electrical Brain Activity

      • Alexander A. Frolov, Dušan Húsek, Václav Snášel, Pavel Bobrov, Olesya Mokienko, Jaroslav Tintěra et al.
      Pages 153-163

    16. A Single Input Rule Modules Connected Fuzzy FMEA Methodology for Edible Bird Nest Processing

      • Chian Haur Jong, Kai Meng Tay, Chee Peng Lim
      Pages 165-176

    17. A Novel Energy-Efficient and Distance-Based Clustering Approach for Wireless Sensor Networks

      • M. Mehdi Afsar, Mohammad-H. Tayarani-N.
      Pages 177-186

    18. Characterization of Coronary Plaque by Using 2D Frequency Histogram of RF Signal

      • Satoshi Nakao, Kazuhiro Tokunaga, Noriaki Suetake, Eiji Uchino
      Pages 187-196

    19. Face Recognition Using Convolutional Neural Network and Simple Logistic Classifier

      • Hurieh Khalajzadeh, Mohammad Mansouri, Mohammad Teshnehlab
      Pages 197-207
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Keywords

About this book

This volume of Advances in Intelligent Systems and Computing contains accepted papers presented at WSC17, the 17th Online World Conference on Soft Computing in Industrial Applications, held from December 2012 to January 2013 on the Internet. WSC17 continues a successful series of scientific events started over a decade ago by the World Federation of Soft Computing. It brought together researchers from over the world interested in the ever advancing state of the art in the field. Continuous technological improvements make this online forum a viable gathering format for a world class conference. The aim of WSC17 was to disseminate excellent research results and contribute to building a global network of scientists interested in both theoretical foundations and practical applications of soft computing.

 

The 2012 edition of the Online World Conference on Soft Computing in Industrial Applications consisted of general track and special session on Continuous Features Discretization for Anomaly Intrusion Detectors Generation and special session on Emerging Theories and Applications in Transportation Science. A total of 33 high quality research papers were accepted after a rigorous review process and are provided in this book.

Editors and Affiliations

  • Department of Computer Science, VŠB-TUO Faculty of Electrical Eng. & Comp. Sci., Ostrava-Poruba, Czech Republic

    Václav Snášel, Pavel Krömer

  • Network Design and Research Center, Kyushu Institute of Technology, Fukuoka, Japan

    Mario Köppen

  • Department of Computer Science, Loughborough University, Lougborough, United Kingdom

    Gerald Schaefer

Bibliographic Information

  • Book Title: Soft Computing in Industrial Applications

  • Book Subtitle: Proceedings of the 17th Online World Conference on Soft Computing in Industrial Applications

  • Editors: Václav Snášel, Pavel Krömer, Mario Köppen, Gerald Schaefer

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-00930-8

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2014

  • Softcover ISBN: 978-3-319-00929-2Published: 05 December 2013

  • eBook ISBN: 978-3-319-00930-8Published: 20 November 2013

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIV, 391

  • Number of Illustrations: 130 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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