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Lecture Notes in Artificial Intelligence

Artificial Intelligence and Soft Computing

13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part I

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

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  • ISBN 978-3-319-07173-2
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About this book

The two-volume set LNAI 8467 and LNAI 8468 constitutes the refereed proceedings of the 13th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2014, held in Zakopane, Poland in June 2014. The 139 revised full papers presented in the volumes, were carefully reviewed and selected from 331 submissions. The 69 papers included in the first volume are focused on the following topical sections: 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 Special Session 3: Intelligent Methods in Databases. The 71 papers in the second volume are organized in the following subjects: Data Mining, Bioinformatics, Biometrics and Medical Applications, Agent Systems, Robotics and Control, Artificial Intelligence in Modeling and Simulation, Various Problems of Artificial Intelligence, Special Session 2: Machine Learning for Visual Information Analysis and Security, Special Session 1: Applications and Properties of Fuzzy Reasoning and Calculus and Clustering.

Table of contents (69 chapters)

  • Hybrid System of ART and RBF Neural Networks for Classification of Vibration Signals and Operational States of Wind Turbines

    Bielecki, Andrzej (et al.)

    Pages 3-11

  • The Parallel Approach to the Conjugate Gradient Learning Algorithm for the Feedforward Neural Networks

    Bilski, Jarosław (et al.)

    Pages 12-21

  • A Cascade Neural Network Architecture Investigating Surface Plasmon Polaritons Propagation for Thin Metals in OpenMP

    Bonanno, Francesco (et al.)

    Pages 22-33

  • Application of Support Vector Machines, Convolutional Neural Networks and Deep Belief Networks to Recognition of Partially Occluded Objects

    Chu, Joseph Lin (et al.)

    Pages 34-46

  • A New Multilayer Perceptron Initialisation Method with Selection of Weights on the Basis of the Function Variability

    Halawa, Krzysztof

    Pages 47-58

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-319-07173-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.00
price for USA
  • ISBN 978-3-319-07172-5
  • 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
13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part I
Editors
  • Leszek Rutkowski
  • Marcin Korytkowski
  • Rafał Scherer
  • Ryszard Tadeusiewicz
  • Lotfi A. Zadeh
  • Jacek M. Zurada
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
8467
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-07173-2
DOI
10.1007/978-3-319-07173-2
Softcover ISBN
978-3-319-07172-5
Edition Number
1
Number of Pages
XXVIII, 820
Number of Illustrations and Tables
295 b/w illustrations
Topics