Lecture Notes in Artificial Intelligence

Artificial Intelligence and Soft Computing

14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part I

Editors: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (Eds.)

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About this book

The two-volume set LNAI 9119 and LNAI 9120 constitutes the refereed proceedings of the 14th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2015, held in Zakopane, Poland in June 2015. The 142 revised full papers presented in the volumes, were carefully reviewed and selected from 322 submissions. These proceedings present both traditional artificial intelligence methods and soft computing techniques. The goal is to bring together scientists representing both areas of research. The first volume covers topics as follows neural networks and their applications, fuzzy systems and their applications, evolutionary algorithms and their applications, classification and estimation, computer vision, image and speech analysis and the workshop: large-scale visual recognition and machine learning. The second volume has the focus on the following subjects: data mining, bioinformatics, biometrics and medical applications, concurrent and parallel processing, agent systems, robotics and control, artificial intelligence in modeling and simulation and various problems of artificial intelligence.

Table of contents (72 chapters)

  • Parallel Approach to the Levenberg-Marquardt Learning Algorithm for Feedforward Neural Networks

    Bilski, Jarosław (et al.)

    Pages 3-14

  • Microarray Leukemia Gene Data Clustering by Means of Generalized Self-organizing Neural Networks with Evolving Tree-Like Structures

    Gorzałczany, Marian B. (et al.)

    Pages 15-25

  • Innovative Types and Abilities of Neural Networks Based on Associative Mechanisms and a New Associative Model of Neurons

    Horzyk, Adrian

    Pages 26-38

  • Complexity of Shallow Networks Representing Finite Mappings

    Kůrková, Věra

    Pages 39-48

  • Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm

    Kusy, Maciej (et al.)

    Pages 49-58

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-319-19324-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $143.00
price for USA
  • ISBN 978-3-319-19323-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Artificial Intelligence and Soft Computing
Book Subtitle
14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part I
Editors
  • Leszek Rutkowski
  • Marcin Korytkowski
  • Rafal Scherer
  • Ryszard Tadeusiewicz
  • Lotfi A. Zadeh
  • Jacek M. Zurada
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
9119
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-19324-3
DOI
10.1007/978-3-319-19324-3
Softcover ISBN
978-3-319-19323-6
Edition Number
1
Number of Pages
XXVI, 804
Number of Illustrations and Tables
292 b/w illustrations
Topics