Lecture Notes in Artificial Intelligence

New Frontiers in Applied Data Mining

PAKDD 2008 International Workshops, Osaka, Japan, May 20-23, 2008, Revised Selected Papers

Editors: Chawla, S., Washio, T., Minato, S.-i., Tsumoto, S., Onoda, T., Yamada, S., Inokuchi, A. (Eds.)

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About this book

This book constitutes the proceedings of the PAKDD Workshops 2008, namely ALSIP 2008, DMDRM 2008, and IDM 2008. The workshops were held in conjunction with the PAKDD conference in Osaka, Japan, during May 20-23, 2008.

The 17 papers presented were carefully reviewed and selected from 38 submissions.

The International Workshop on Algorithms for Large-Sale Information Processing in Knowledge Discovery (ALSIP) focused on exchanging fresh ideas on large-scale data processing in the problems of data mining, clustering, machine learning, statistical analysis, and other computational aspects of knowledge discovery problems.

The Workshop on Data Mining for Decision Making and Risk Management (DMDRM) covered data mining and machine learning approaches, statistical approaches, chance discovery, active mining and application of these techniques to medicine, marketing, security, decision support in business, social activities, human relationships, chemistry and sensor data.

The Workshop on Interactive Data Mining Overview (IDM) discussed various interactive data mining researches such as interactive information retrieval, information gathering sysetms, personalization systems, recommendation systems, user interfaces.

Table of contents (18 chapters)

  • Flexible Framework for Time-Series Pattern Matching over Multi-dimension Data Stream

    Kida, Takuya (et al.)

    Pages 1-12

  • An Adaptive Algorithm for Splitting Large Sets of Strings and Its Application to Efficient External Sorting

    Asai, Tatsuya (et al.)

    Pages 13-25

  • Incrementally Mining Recently Repeating Patterns over Data Streams

    Koh, Jia-Ling (et al.)

    Pages 26-37

  • A Graph-Based Approach for Sentiment Sentence Extraction

    Shimada, Kazutaka (et al.)

    Pages 38-48

  • Fuzzy Weighted Association Rule Mining with Weighted Support and Confidence Framework

    Muyeba, Maybin (et al.)

    Pages 49-61

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-642-00399-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA
  • ISBN 978-3-642-00398-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
New Frontiers in Applied Data Mining
Book Subtitle
PAKDD 2008 International Workshops, Osaka, Japan, May 20-23, 2008, Revised Selected Papers
Editors
  • Sanjay Chawla
  • Takashi Washio
  • Shin-ichi Minato
  • Shusaku Tsumoto
  • Takashi Onoda
  • Seiji Yamada
  • Akihiro Inokuchi
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
5433
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-00399-8
DOI
10.1007/978-3-642-00399-8
Softcover ISBN
978-3-642-00398-1
Edition Number
1
Number of Pages
XIV, 214
Topics