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Lecture Notes in Artificial Intelligence

Artificial Intelligence and Soft Computing

15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part I

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

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  • ISBN 978-3-319-39378-0
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Softcover $109.99
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  • ISBN 978-3-319-39377-3
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About this book

The two-volume set LNAI 9692 and LNAI 9693 constitutes the refereed proceedings of the 15th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2016, held in Zakopane, Poland in June 2016.
The 134 revised full papers presented were carefully reviewed and selected from 343 submissions. The papers included in the first volume are organized in the following topical sections: neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; agent systems, robotics and control; and pattern classification. The second volume is divided in the following parts: bioinformatics, biometrics and medical applications; data mining; artificial intelligence in modeling and simulation; visual information coding meets machine learning; and various problems of artificial intelligence. 

Table of contents (66 chapters)

Table of contents (66 chapters)
  • Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning

    Pages 3-14

    Ayinde, Babajide O. (et al.)

  • Experimental Analysis of Forecasting Solar Irradiance with Echo State Networks and Simulating Annealing

    Pages 15-24

    Basterrech, Sebastián

  • Neural System for Power Load Prediction in a Week Time Horizon

    Pages 25-34

    Bielecki, Andrzej (et al.)

  • A New Proposition of the Activation Function for Significant Improvement of Neural Networks Performance

    Pages 35-45

    Bilski, Jarosław (et al.)

  • Application of the Givens Rotations in the Neural Network Learning Algorithm

    Pages 46-56

    Bilski, Jarosław (et al.)

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-319-39378-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.99
price for USA in USD
  • ISBN 978-3-319-39377-3
  • 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
15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, 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
9692
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-39378-0
DOI
10.1007/978-3-319-39378-0
Softcover ISBN
978-3-319-39377-3
Edition Number
1
Number of Pages
XXIV, 786
Number of Illustrations
234 b/w illustrations
Topics