Lecture Notes in Artificial Intelligence

Advances in Knowledge Discovery and Data Mining

20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part I

Editors: Bailey, J., Khan, L., Washio, T., Dobbie, G., Huang, J.Z., Wang, R. (Eds.)

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eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-319-31753-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.99
price for USA in USD
  • ISBN 978-3-319-31752-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This two-volume set, LNAI 9651 and 9652, constitutes the thoroughly refereed proceedings of the 20th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2016, held in Auckland, New Zealand, in April 2016.

The 91 full papers were carefully reviewed and selected from 307 submissions. They are organized in topical sections named: classification; machine learning; applications; novel methods and algorithms; opinion mining and sentiment analysis; clustering; feature extraction and pattern mining; graph and network data; spatiotemporal and image data; anomaly detection and clustering; novel models and algorithms; and text mining and recommender systems.

Table of contents (45 chapters)

  • Joint Classification with Heterogeneous Labels Using Random Walk with Dynamic Label Propagation

    Liao, Yongxin (et al.)

    Pages 3-13

  • Hybrid Sampling with Bagging for Class Imbalance Learning

    Lu, Yang (et al.)

    Pages 14-26

  • Sparse Adaptive Multi-hyperplane Machine

    Nguyen, Khanh (et al.)

    Pages 27-39

  • Exploring Heterogeneous Product Networks for Discovering Collective Marketing Hyping Behavior

    Zhang, Qinzhe (et al.)

    Pages 40-51

  • Optimal Training and Efficient Model Selection for Parameterized Large Margin Learning

    Zhou, Yuxun (et al.)

    Pages 52-64

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-319-31753-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.99
price for USA in USD
  • ISBN 978-3-319-31752-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Knowledge Discovery and Data Mining
Book Subtitle
20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part I
Editors
  • James Bailey
  • Latifur Khan
  • Takashi Washio
  • Gill Dobbie
  • Joshua Zhexue Huang
  • Ruili Wang
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
9651
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-31753-3
DOI
10.1007/978-3-319-31753-3
Softcover ISBN
978-3-319-31752-6
Edition Number
1
Number of Pages
XXIV, 608
Number of Illustrations and Tables
184 b/w illustrations
Topics