Lecture Notes in Artificial Intelligence

Advances in Knowledge Discovery and Data Mining

19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I

Editors: Cao, T., Lim, E.-p., Zhou, Z.-H., Ho, T.-B., Cheung, D., Motoda, H. (Eds.)

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  • ISBN 978-3-319-18038-0
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About this book

This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May 2015.

The proceedings contain 117 paper carefully reviewed and selected from 405 submissions. They have been organized in topical sections named: social networks and social media; classification; machine learning; applications; novel methods and algorithms; opinion mining and sentiment analysis; clustering; outlier and anomaly detection; mining uncertain and imprecise data; mining temporal and spatial data; feature extraction and selection; mining heterogeneous, high-dimensional and sequential data; entity resolution and topic-modeling; itemset and high-performance data mining; and recommendations.

Table of contents (58 chapters)

Table of contents (58 chapters)
  • Maximizing Friend-Making Likelihood for Social Activity Organization

    Pages 3-15

    Shen, Chih-Ya (et al.)

  • What Is New in Our City? A Framework for Event Extraction Using Social Media Posts

    Pages 16-32

    Xia, Chaolun (et al.)

  • Link Prediction in Aligned Heterogeneous Networks

    Pages 33-44

    Liu, Fangbing (et al.)

  • Scale-Adaptive Group Optimization for Social Activity Planning

    Pages 45-57

    Shuai, Hong-Han (et al.)

  • Influence Maximization Across Partially Aligned Heterogenous Social Networks

    Pages 58-69

    Zhan, Qianyi (et al.)

Buy this book

eBook $84.99
price for USA in USD
  • ISBN 978-3-319-18038-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts available
Softcover $109.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Knowledge Discovery and Data Mining
Book Subtitle
19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I
Editors
  • Tru Cao
  • Ee-peng Lim
  • Zhi-Hua Zhou
  • Tu-Bao Ho
  • David Cheung
  • Hiroshi Motoda
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
9077
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-18038-0
DOI
10.1007/978-3-319-18038-0
Softcover ISBN
978-3-319-18037-3
Edition Number
1
Number of Pages
XXX, 763
Number of Illustrations
224 b/w illustrations
Topics