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Lecture Notes in Artificial Intelligence

Advances in Knowledge Discovery and Data Mining

17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part II

Editors: Pei, J., Tseng, V.S., Cao, L., Motoda, H., Xu, G. (Eds.)

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eBook $79.99
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  • ISBN 978-3-642-37456-2
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  • Included format: PDF
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Softcover $99.99
price for USA in USD
  • ISBN 978-3-642-37455-5
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About this book

The two-volume set LNAI 7818 + LNAI 7819 constitutes the refereed proceedings of the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2013, held in Gold Coast, Australia, in April 2013. The total of 98 papers presented in these proceedings was carefully reviewed and selected from 363 submissions. They cover the general fields of data mining and KDD extensively, including pattern mining, classification, graph mining, applications, machine learning, feature selection and dimensionality reduction, multiple information sources mining, social networks, clustering, text mining, text classification, imbalanced data, privacy-preserving data mining, recommendation, multimedia data mining, stream data mining, data preprocessing and representation.

Table of contents (49 chapters)

Table of contents (49 chapters)
  • ProCF: Probabilistic Collaborative Filtering for Reciprocal Recommendation

    Pages 1-12

    Cai, Xiongcai (et al.)

  • Product and User Dependent Social Network Models for Recommender Systems

    Pages 13-24

    Li, Min (et al.)

  • Learning Representative Nodes in Social Networks

    Pages 25-36

    Sun, Ke (et al.)

  • Tracing Influential Nodes in a Social Network with Competing Information

    Pages 37-48

    Zhang, Bolei (et al.)

  • ViStruclizer: A Structural Visualizer for Multi-dimensional Social Networks

    Pages 49-60

    Dai, Bing Tian (et al.)

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-642-37456-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-642-37455-5
  • 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
17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part II
Editors
  • Jian Pei
  • Vincent S. Tseng
  • Longbing Cao
  • Hiroshi Motoda
  • Guandong Xu
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
7819
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-37456-2
DOI
10.1007/978-3-642-37456-2
Softcover ISBN
978-3-642-37455-5
Edition Number
1
Number of Pages
XXII, 588
Number of Illustrations
157 b/w illustrations
Topics