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Recent Developments and New Direction in Soft-Computing Foundations and Applications

Selected Papers from the 4th World Conference on Soft Computing, May 25-27, 2014, Berkeley

  • Lotfi A. Zadeh
  • Ali M. Abbasov
  • Ronald R. Yager
  • Shahnaz N. Shahbazova
  • Marek Z. Reformat

Part of the Studies in Fuzziness and Soft Computing book series (STUDFUZZ, volume 342)

Table of contents

  1. Front Matter
    Pages i-viii
  2. Educational and Human-Related Issues

    1. Front Matter
      Pages 1-1
    2. Shahnaz N. Shahbazova
      Pages 11-17
    3. M. H. Mammadova, Z. Q. Jabrayilova, F. R. Mammadzada
      Pages 19-36
    4. Kamil Aida-zade, Samir Rustamov
      Pages 37-46
  3. Aggregation

    1. Front Matter
      Pages 47-47
    2. Guy De Tré, Jozo J. Dujmović, Sławomir Zadrożny
      Pages 49-70
    3. Gabriela E. Martínez, Olivia Mendoza, Juan R. Castro, Patricia Melin, Oscar Castillo
      Pages 71-86
  4. Decision-Making

    1. Front Matter
      Pages 87-87
    2. V. V. Taratukhin, Y. V. Yadgarova, E. Y. Skachko
      Pages 99-110
  5. Image Processing and Pattern Recognition

    1. Front Matter
      Pages 111-111
    2. Annamária R. Várkonyi-Kóczy, Sándor Hancsicska, József Bukor
      Pages 113-126
    3. Daniela Sánchez, Patricia Melin, Oscar Castillo
      Pages 127-139
    4. C. I. Gonzalez, Juan R. Castro, Olivia Mendoza, Patricia Melin, Oscar Castillo
      Pages 141-154
  6. Classification and Clustering

  7. Data Analysis and Its Applications

    1. Front Matter
      Pages 195-195
    2. Ronald R. Yager, Marek Z. Reformat
      Pages 197-220
    3. John T. Rickard, Allen E. Ott
      Pages 255-268
    4. A. B. Pashayev, E. N. Sabziev
      Pages 269-277
    5. Vadim L. Stefanuk
      Pages 279-290
  8. Optimization and Differential Equations

  9. Evolutionary Methods in Applications

  10. Control and Modeling

    1. Front Matter
      Pages 387-387
    2. T. A. Aliev, N. F. Musaeva, O. Q. Nusratov, A. G. Rzayev, U. E. Sattarova
      Pages 389-405
    3. Leticia Cervantes, Oscar Castillo
      Pages 407-417
    4. Y. P. Kondratenko, O. V. Korobko, O. V. Kozlov
      Pages 453-467
    5. F. H. Mammadov, M. Y. Orudjova
      Pages 469-476
  11. Soft Computing in Informatics

    1. Front Matter
      Pages 487-487
    2. Kamal Jyoti Maji, Anil Kumar Dikshit, Ashok Deshpande
      Pages 489-501
    3. Ajit K. Verma, A. Srividya, P. G. Ramesh, Ashok Deshpande, Rehan Sadiq
      Pages 515-529

About this book

Introduction

This book reports on advanced theories and cutting-edge applications in the field of soft computing. The individual chapters, written by leading researchers, are based on contributions presented during the 4th World Conference on Soft Computing, held May 25-27, 2014, in Berkeley. The book covers a wealth of key topics in soft computing, focusing on both fundamental aspects and applications. The former include fuzzy mathematics, type-2 fuzzy sets, evolutionary-based optimization, aggregation and neural networks, while the latter include soft computing in data analysis, image processing, decision-making, classification, series prediction, economics, control, and modeling. By providing readers with a timely, authoritative view on the field, and by discussing thought-provoking developments and challenges, the book will foster new research directions in the diverse areas of soft computing.

 

Keywords

Fuzzy Neural Networks Adaptive Neuro Fuzzy Inference Systems Modular Neural Networks Learning And Knowledge Control Fuzzy Expert Systems Fuzzy Image Processing Information Enhancement Fuzzy Clustering Fuzzy Possibilistic C-Means Fuzzy Rule Based Classifiers Fuzzy Similarity Measures Generalized Markov Chain Sugeno Fuzzy Controller Mamdani Controller Dynamic Parameter Adaptation Fuzzy Fault Tree Fuzzy Scheduling Models Fuzzy Multiagent Control System Multi-Criteria Decision Making WCSC 2014

Editors and affiliations

  • Lotfi A. Zadeh
    • 1
  • Ali M. Abbasov
    • 2
  • Ronald R. Yager
    • 3
  • Shahnaz N. Shahbazova
    • 4
  • Marek Z. Reformat
    • 5
  1. 1.University of CaliforniaBerkeleyUSA
  2. 2.Tech. of the Republic of AzerbaijanMinistry of Communications Info.BakuAzerbaijan
  3. 3.Machine Intelligence InstituteNew RochelleUSA
  4. 4.Azerbaijan Technical UniversityBakuAzerbaijan
  5. 5.University of AlbertaEdmontonCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-32229-2
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-32227-8
  • Online ISBN 978-3-319-32229-2
  • Series Print ISSN 1434-9922
  • Series Online ISSN 1860-0808
  • Buy this book on publisher's site
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