Lecture Notes in Artificial Intelligence

Artificial Intelligence and Soft Computing

19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part II

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 (46 chapters)

Table of contents (46 chapters)
  • A New Approach to Detection of Abrupt Changes in Black-and-White Images

    Pages 3-18

    Gałkowski, Tomasz (et al.)

  • Active Region-Based Full-Disc Solar Image Hashing

    Pages 19-30

    Grycuk, Rafał (et al.)

  • Inferring Colors in Paintings of M.F. Husain by Using Cluster Analysis

    Pages 31-38

    Gurjar, Shailendra (et al.)

  • Data Augmentation Using Principal Component Resampling for Image Recognition by Deep Learning

    Pages 39-48

    Abayomi-Alli, Olusola Oluwakemi (et al.)

  • Multi-agent Architecture for Internet of Medical Things

    Pages 49-58

    Połap, Dawid (et al.)

Buy this book

eBook $79.99
price for USA in USD
  • ISBN 978-3-030-61534-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
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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 II
Editors
  • Leszek Rutkowski
  • Rafal Scherer
  • Marcin Korytkowski
  • Witold Pedrycz
  • Ryszard Tadeusiewicz
  • Jacek M. Zurada
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
12416
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-61534-5
DOI
10.1007/978-3-030-61534-5
Softcover ISBN
978-3-030-61533-8
Edition Number
1
Number of Pages
XXII, 534
Number of Illustrations
97 b/w illustrations, 105 illustrations in colour
Topics