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Lecture Notes in Artificial Intelligence
cover

Knowledge Management and Acquisition for Intelligent Systems

17th Pacific Rim Knowledge Acquisition Workshop, PKAW 2020, Yokohama, Japan, January 7–8, 2021, Proceedings

Editors: Uehara, Hiroshi, Yamaguchi, Takayasu, Bai, Quan (Eds.)

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eBook $44.99
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  • ISBN 978-3-030-69886-7
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Softcover $59.99
price for USA
  • ISBN 978-3-030-69885-0
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  • Institutional customers should get in touch with their account manager
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About this book

This book constitutes the proceedings of the 17th International Workshop on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2020, held in Yokohama, Japan, in January 2021.

The 10 full papers and 5 short papers included in this volume were carefully reviewed and selected from 28 initial submissions. PKAW primarily focuses on the multidisciplinary approach of the human-driven and data-driven knowledge acquisition, which is the key concept that has remained unchanged since the workshop has been established.

Table of contents (15 chapters)

Table of contents (15 chapters)
  • Accelerating the Backpropagation Algorithm by Using NMF-Based Method on Deep Neural Networks

    Pages 1-13

    Baek, Suhyeon (et al.)

  • Collaborative Data Analysis: Non-model Sharing-Type Machine Learning for Distributed Data

    Pages 14-29

    Imakura, Akira (et al.)

  • ERA: Extracting Planning Macro-Operators from Adjacent and Non-adjacent Sequences

    Pages 30-45

    Castellanos-Paez, Sandra (et al.)

  • Deep Neural Network Incorporating CNN and MF for Item-Based Fashion Recommendation

    Pages 46-57

    Ito, Taku (et al.)

  • C-LIME: A Consistency-Oriented LIME for Time-Series Health-Risk Predictions

    Pages 58-69

    Ito, Taku (et al.)

Buy this book

eBook $44.99
price for USA
  • ISBN 978-3-030-69886-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA
  • ISBN 978-3-030-69885-0
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock

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Bibliographic Information

Bibliographic Information
Book Title
Knowledge Management and Acquisition for Intelligent Systems
Book Subtitle
17th Pacific Rim Knowledge Acquisition Workshop, PKAW 2020, Yokohama, Japan, January 7–8, 2021, Proceedings
Editors
  • Hiroshi Uehara
  • Takayasu Yamaguchi
  • Quan Bai
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
12280
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-69886-7
DOI
10.1007/978-3-030-69886-7
Softcover ISBN
978-3-030-69885-0
Edition Number
1
Number of Pages
X, 187
Number of Illustrations
27 b/w illustrations, 41 illustrations in colour
Topics