Lecture Notes in Artificial Intelligence

Advances in Knowledge Discovery and Data Mining

18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I

Editors: Tseng, V.S., Ho, T.B., Zhou, Z.-H., Chen, A.L.P., Kao, H.-Y. (Eds.)

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eBook $89.00
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  • ISBN 978-3-319-06608-0
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  • Immediate eBook download after purchase
Softcover $119.00
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  • ISBN 978-3-319-06607-3
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About this book

The two-volume set LNAI 8443 + LNAI 8444 constitutes the refereed proceedings of the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2014, held in Tainan, Taiwan, in May 2014. The 40 full papers and the 60 short papers presented within these proceedings were carefully reviewed and selected from 371 submissions. They cover the general fields of pattern mining; social network and social media; classification; graph and network mining; applications; privacy preserving; recommendation; feature selection and reduction; machine learning; temporal and spatial data; novel algorithms; clustering; biomedical data mining; stream mining; outlier and anomaly detection; multi-sources mining; and unstructured data and text mining.

Table of contents (50 chapters)

  • MalSpot: Multi2 Malicious Network Behavior Patterns Analysis

    Mao, Hing-Hao (et al.)

    Pages 1-14

  • Extracting Diverse Patterns with Unbalanced Concept Hierarchy

    Kumara Swamy, M. (et al.)

    Pages 15-27

  • Efficiently Depth-First Minimal Pattern Mining

    Soulet, Arnaud (et al.)

    Pages 28-39

  • Fast Vertical Mining of Sequential Patterns Using Co-occurrence Information

    Fournier-Viger, Philippe (et al.)

    Pages 40-52

  • Balancing the Analysis of Frequent Patterns

    Giacometti, Arnaud (et al.)

    Pages 53-64

Buy this book

eBook $89.00
price for USA (gross)
  • ISBN 978-3-319-06608-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA
  • ISBN 978-3-319-06607-3
  • 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
18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I
Editors
  • Vincent S. Tseng
  • Tu Bao Ho
  • Zhi-Hua Zhou
  • Arbee L.P. Chen
  • Hung-Yu Kao
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
8443
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-06608-0
DOI
10.1007/978-3-319-06608-0
Softcover ISBN
978-3-319-06607-3
Edition Number
1
Number of Pages
XXX, 622
Number of Illustrations and Tables
206 b/w illustrations
Topics