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Lecture Notes in Artificial Intelligence
cover

Advances in Knowledge Discovery and Data Mining

25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11–14, 2021, Proceedings, Part I

Editors: Karlapalem, K., Cheng, H., Ramakrishnan, N., Agrawal, R.K., Reddy, P.K., Srivastava, J., Chakraborty, T. (Eds.)

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eBook $89.00
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  • ISBN 978-3-030-75762-5
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Softcover $119.99
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: June 9, 2021
  • ISBN 978-3-030-75761-8
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
About this book

The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.

The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions. They were organized in topical sections as follows:

Part I: Applications of knowledge discovery and data mining of specialized data;

Part II: Classical data mining; data mining theory and principles; recommender systems; and text analytics;

Part III: Representation learning and embedding, and learning from data.

Table of contents (64 chapters)

Table of contents (64 chapters)
  • Fuzzy World: A Tool Training Agent from Concept Cognitive to Logic Inference

    Pages 3-14

    Luo, Minzhong

  • Collaborative Reinforcement Learning Framework to Model Evolution of Cooperation in Sequential Social Dilemmas

    Pages 15-26

    Chaudhuri, Ritwik (et al.)

  • SigTran: Signature Vectors for Detecting Illicit Activities in Blockchain Transaction Networks

    Pages 27-39

    Poursafaei, Farimah (et al.)

  • VOA*: Fast Angle-Based Outlier Detection over High-Dimensional Data Streams

    Pages 40-52

    Khalique, Vijdan (et al.)

  • Learning Probabilistic Latent Structure for Outlier Detection from Multi-view Data

    Pages 53-65

    Wang, Zhen (et al.)

Buy this book

eBook $89.00
price for USA
  • ISBN 978-3-030-75762-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.99
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: June 9, 2021
  • ISBN 978-3-030-75761-8
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Knowledge Discovery and Data Mining
Book Subtitle
25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11–14, 2021, Proceedings, Part I
Editors
  • Kamal Karlapalem
  • Hong Cheng
  • Naren Ramakrishnan
  • R.K. Agrawal
  • P. Krishna Reddy
  • Jaideep Srivastava
  • Tanmoy Chakraborty
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
12712
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-75762-5
DOI
10.1007/978-3-030-75762-5
Softcover ISBN
978-3-030-75761-8
Edition Number
1
Number of Pages
XXXV, 834
Number of Illustrations
30 b/w illustrations
Topics