Lecture Notes in Artificial Intelligence

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.)

Free Preview

Buy this book

eBook $89.00
price for USA in USD
  • ISBN 978-3-030-61401-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase Institutional customers should get in touch with their account manager
Softcover $119.99
price for USA in USD
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)

Table of contents (64 chapters)
  • A Synergy of Freezing and Dropout - A New Learning Strategy of Convolutional Networks

    Pages 3-14

    Banach, Michał (et al.)

  • A New Algorithm with a Line Search for Feedforward Neural Networks Training

    Pages 15-26

    Bilski, Jarosław (et al.)

  • Fast Conjugate Gradient Algorithm for Feedforward Neural Networks

    Pages 27-38

    Bilski, Jarosław (et al.)

  • Comparison of Text Classification Methods for Government Documents

    Pages 39-49

    Ciecierski, Konrad A. (et al.)

  • DeepCloud: An Investigation of Geostationary Satellite Imagery Frame Interpolation for Improved Temporal Resolution

    Pages 50-59

    Cruz, Luigi Freitas (et al.)

Buy this book

eBook $89.00
price for USA in USD
  • ISBN 978-3-030-61401-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase Institutional customers should get in touch with their account manager
Softcover $119.99
price for USA in USD
Loading...

Recommended for you

Loading...

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