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Lecture Notes in Artificial Intelligence

Advances in Data Mining

Applications in Medicine, Web Mining, Marketing, Image and Signal Mining, 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006, Proceedings

Editors: Perner, Petra (Ed.)

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About this book

The Industrial Conference on Data Mining ICDM-Leipzig was the sixth event in a series of annual events which started in 2000. We are pleased to note that the topic data mining with special emphasis on real-world applications has been adopted by so many researchers all over the world into their research work. We received 156 papers from 19 different countries. The main topics are data mining in medicine and marketing, web mining, mining of images and signals, theoretical aspects of data mining, and aspects of data mining that bundle a series of different data mining applications such as intrusion detection, knowledge management, manufacturing process control, time-series mining and criminal investigations. The Program Committee worked hard in order to select the best papers. The acceptance rate was 30%. All these selected papers are published in this proceedings volume as long papers up to 15 pages. Moreover we installed a forum where work in progress was presented. These papers are collected in a special poster proceedings volume and show once more the potentials and interesting developments of data mining for different applications. Three new workshops have been established in connection with ICDM: (1) Mass Data Analysis on Images and Signals, MDA 2006; (2) Data Mining for Life Sciences, DMLS 2006; and (3) Data Mining in Marketing, DMM 2006. These workshops are developing new topics for data mining under the aspect of the special application. We are pleased to see how many interesting developments are going on in these fields.

Table of contents (45 chapters)

Table of contents (45 chapters)
  • Using Prototypes and Adaptation Rules for Diagnosis of Dysmorphic Syndromes

    Pages 1-9

    Schmidt, Rainer (et al.)

  • OVA Scheme vs. Single Machine Approach in Feature Selection for Microarray Datasets

    Pages 10-23

    Ooi, Chia Huey (et al.)

  • Similarity Searching in DNA Sequences by Spectral Distortion Measures

    Pages 24-37

    Pham, Tuan D.

  • Multispecies Gene Entropy Estimation, a Data Mining Approach

    Pages 38-52

    Han, Xiaoxu

  • A Unified Approach for Discovery of Interesting Association Rules in Medical Databases

    Pages 53-63

    Kaur, Harleen (et al.)

Buy this book

eBook $129.00
price for USA in USD (gross)
  • ISBN 978-3-540-36037-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $169.00
price for USA in USD
  • ISBN 978-3-540-36036-0
  • 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 Data Mining
Book Subtitle
Applications in Medicine, Web Mining, Marketing, Image and Signal Mining, 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006, Proceedings
Editors
  • Petra Perner
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
4065
Copyright
2006
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-36037-7
DOI
10.1007/11790853
Softcover ISBN
978-3-540-36036-0
Edition Number
1
Number of Pages
XII, 600
Topics