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 II

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 978-3-319-06605-9
  • Digitally watermarked, DRM-free
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  • Immediate eBook download after purchase
Softcover $119.00
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  • ISBN 978-3-319-06604-2
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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)

  • CTROF: A Collaborative Tweet Ranking Framework for Online Personalized Recommendation

    Song, Kaisong (et al.)

    Pages 1-12

  • Two-Phase Layered Learning Recommendation via Category Structure

    Ji, Ke (et al.)

    Pages 13-24

  • Dynamic Circle Recommendation: A Probabilistic Model

    Chou, Fan-Kai (et al.)

    Pages 25-37

  • HOSLIM: Higher-Order Sparse LInear Method for Top-N Recommender Systems

    Christakopoulou, Evangelia (et al.)

    Pages 38-49

  • Mining GPS Data for Trajectory Recommendation

    Yin, Peifeng (et al.)

    Pages 50-61

Buy this book

eBook $89.00
price for USA (gross)
  • ISBN 978-3-319-06605-9
  • 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 978-3-319-06604-2
  • 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 II
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
8444
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-06605-9
DOI
10.1007/978-3-319-06605-9
Softcover ISBN
978-3-319-06604-2
Edition Number
1
Number of Pages
XXX, 624
Number of Illustrations and Tables
170 b/w illustrations
Topics