Lecture Notes in Artificial Intelligence

Advanced Data Mining and Applications

6th International Conference, ADMA 2010, Chongqing, China, November 19-21, 2010, Proceedings, Part I

Editors: Cao, Longbing, Feng, Yong, Zhong, Jiang (Eds.)

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About this book

With the ever-growing power of generating, transmitting, and collecting huge amounts of data, information overloadis nowan imminent problemto mankind. The overwhelming demand for information processing is not just about a better understanding of data, but also a better usage of data in a timely fashion. Data mining, or knowledge discovery from databases, is proposed to gain insight into aspects ofdata and to help peoplemakeinformed,sensible,and better decisions. At present, growing attention has been paid to the study, development, and application of data mining. As a result there is an urgent need for sophisticated techniques and toolsthat can handle new ?elds of data mining, e. g. , spatialdata mining, biomedical data mining, and mining on high-speed and time-variant data streams. The knowledge of data mining should also be expanded to new applications. The 6th International Conference on Advanced Data Mining and Appli- tions(ADMA2010)aimedtobringtogethertheexpertsondataminingthrou- out the world. It provided a leading international forum for the dissemination of original research results in advanced data mining techniques, applications, al- rithms, software and systems, and di?erent applied disciplines. The conference attracted 361 online submissions from 34 di?erent countries and areas. All full papers were peer reviewed by at least three members of the Program Comm- tee composed of international experts in data mining ?elds. A total number of 118 papers were accepted for the conference. Amongst them, 63 papers were selected as regular papers and 55 papers were selected as short papers.

Table of contents (49 chapters)

  • Cost Sensitive Classification in Data Mining

    Qin, Zhenxing (et al.)

    Pages 1-11

  • Web Users Access Paths Clustering Based on Possibilistic and Fuzzy Sets Theory

    Yu, Hong (et al.)

    Pages 12-23

  • Discriminative Markov Logic Network Structure Learning Based on Propositionalization and χ 2-Test

    Dinh, Quang-Thang (et al.)

    Pages 24-35

  • EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining

    Pears, Russel (et al.)

    Pages 36-47

  • Best Clustering Configuration Metrics: Towards Multiagent Based Clustering

    Chaimontree, Santhana (et al.)

    Pages 48-59

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-642-17316-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.00
price for USA in USD
  • ISBN 978-3-642-17315-8
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Advanced Data Mining and Applications
Book Subtitle
6th International Conference, ADMA 2010, Chongqing, China, November 19-21, 2010, Proceedings, Part I
Editors
  • Longbing Cao
  • Yong Feng
  • Jiang Zhong
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
6440
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer Berlin Heidelberg
eBook ISBN
978-3-642-17316-5
DOI
10.1007/978-3-642-17316-5
Softcover ISBN
978-3-642-17315-8
Edition Number
1
Number of Pages
XIII, 628
Number of Illustrations and Tables
221 b/w illustrations
Topics