Artificial Intelligence and Soft Computing
19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part I
Editors: Rutkowski, L., Scherer, R., Korytkowski, M., Pedrycz, W., Tadeusiewicz, R., Zurada, J.M. (Eds.)
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- About this book
-
The two-volume set LNCS 12415 and 12416 constitutes the refereed proceedings of of the 19th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2020, held in Zakopane, Poland*, in October 2020.
The 112 revised full papers presented were carefully reviewed and selected from 265 submissions. The papers included in the first volume are organized in the following six parts: neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; bioinformatics, biometrics and medical applications; artificial intelligence in modeling and simulation.
The papers included in the second volume are organized in the following four parts: computer vision, image and speech analysis; data mining; various problems of artificial intelligence; agent systems, robotics and control.
*The conference was held virtually due to the COVID-19 pandemic.
- Table of contents (64 chapters)
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A Synergy of Freezing and Dropout - A New Learning Strategy of Convolutional Networks
Pages 3-14
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A New Algorithm with a Line Search for Feedforward Neural Networks Training
Pages 15-26
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Fast Conjugate Gradient Algorithm for Feedforward Neural Networks
Pages 27-38
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Comparison of Text Classification Methods for Government Documents
Pages 39-49
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DeepCloud: An Investigation of Geostationary Satellite Imagery Frame Interpolation for Improved Temporal Resolution
Pages 50-59
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Table of contents (64 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Artificial Intelligence and Soft Computing
- Book Subtitle
- 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part I
- Editors
-
- Leszek Rutkowski
- Rafal Scherer
- Marcin Korytkowski
- Witold Pedrycz
- Ryszard Tadeusiewicz
- Jacek M. Zurada
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 12415
- Copyright
- 2020
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-61401-0
- DOI
- 10.1007/978-3-030-61401-0
- Softcover ISBN
- 978-3-030-61400-3
- Edition Number
- 1
- Number of Pages
- XXI, 728
- Number of Illustrations
- 103 b/w illustrations, 173 illustrations in colour
- Topics
