Lecture Notes in Artificial Intelligence

Advanced Data Mining and Applications

8th International Conference, ADMA 2012, Nanjing, China, December 15-18, 2012, Proceedings

Editors: Zhou, Shuigeng, Zhang, Songmao, Karypis, George (Eds.)

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About this book

This book constitutes the refereed proceedings of the 8th International Conference on Advanced Data Mining and Applications, ADMA 2012, held in Nanjing, China, in December 2012. The 32 regular papers and 32 short papers presented in this volume were carefully reviewed and selected from 168 submissions. They are organized in topical sections named: social media mining; clustering; machine learning: algorithms and applications; classification; prediction, regression and recognition; optimization and approximation; mining time series and streaming data; Web mining and semantic analysis; data mining applications; search and retrieval; information recommendation and hiding; outlier detection; topic modeling; and data cube computing.

Table of contents (64 chapters)

  • Leave or Stay: The Departure Dynamics of Wikipedia Editors

    Zhang, Dell (et al.)

    Pages 1-14

  • Cross-Modal Information Retrieval – A Case Study on Chinese Wikipedia

    Cong, Yonghui (et al.)

    Pages 15-26

  • Unsupervised Learning Chinese Sentiment Lexicon from Massive Microblog Data

    Feng, Shi (et al.)

    Pages 27-38

  • Community Extraction Based on Topic-Driven-Model for Clustering Users Tweets

    Hannachi, Lilia (et al.)

    Pages 39-51

  • Constrained Spectral Clustering Using Absorbing Markov Chains

    Li, Jianyuan (et al.)

    Pages 52-63

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-642-35527-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $143.00
price for USA
  • ISBN 978-3-642-35526-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advanced Data Mining and Applications
Book Subtitle
8th International Conference, ADMA 2012, Nanjing, China, December 15-18, 2012, Proceedings
Editors
  • Shuigeng Zhou
  • Songmao Zhang
  • George Karypis
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
7713
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-35527-1
DOI
10.1007/978-3-642-35527-1
Softcover ISBN
978-3-642-35526-4
Edition Number
1
Number of Pages
XVIII, 795
Number of Illustrations and Tables
287 b/w illustrations
Topics