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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- About this book
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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)
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Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning
Pages 3-14
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Experimental Analysis of Forecasting Solar Irradiance with Echo State Networks and Simulating Annealing
Pages 15-24
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Neural System for Power Load Prediction in a Week Time Horizon
Pages 25-34
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A New Proposition of the Activation Function for Significant Improvement of Neural Networks Performance
Pages 35-45
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Application of the Givens Rotations in the Neural Network Learning Algorithm
Pages 46-56
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Table of contents (66 chapters)
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Bibliographic Information
- Bibliographic Information
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- 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
