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Intelligent Systems Reference Library

Data Mining: Foundations and Intelligent Paradigms

Volume 1: Clustering, Association and Classification

Editors: Holmes, Dawn E., Jain, Lakhmi C. (Eds.)

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  • Latest research in data mining using intelligent paradigms and their applications
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  • Written by leading experts in this field
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eBook $149.00
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  • ISBN 978-3-642-23166-7
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Hardcover $249.99
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Softcover $199.99
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  • ISBN 978-3-642-43093-0
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About this book

There are many invaluable books available on data mining theory and applications. However, in compiling a volume titled “DATA MINING: Foundations and Intelligent Paradigms: Volume 1: Clustering, Association and Classification” we wish to introduce some of the latest developments to a broad audience of both specialists and non-specialists in this field.

 

Table of contents (12 chapters)

Table of contents (12 chapters)
  • Data Mining Techniques in Clustering, Association and Classification

    Pages 1-6

    Holmes, Dawn E. (et al.)

  • Clustering Analysis in Large Graphs with Rich Attributes

    Pages 7-27

    Zhou, Yang (et al.)

  • Temporal Data Mining: Similarity-Profiled Association Pattern

    Pages 29-47

    Yoo, Jin Soung

  • Bayesian Networks with Imprecise Probabilities: Theory and Application to Classification

    Pages 49-93

    Corani, G. (et al.)

  • Hierarchical Clustering for Finding Symmetries and Other Patterns in Massive, High Dimensional Datasets

    Pages 95-130

    Murtagh, Fionn (et al.)

Buy this book

eBook $149.00
price for USA in USD (gross)
  • ISBN 978-3-642-23166-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.99
price for USA in USD
  • ISBN 978-3-642-23165-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.99
price for USA in USD
  • ISBN 978-3-642-43093-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Data Mining: Foundations and Intelligent Paradigms
Book Subtitle
Volume 1: Clustering, Association and Classification
Editors
  • Dawn E. Holmes
  • Lakhmi C. Jain
Series Title
Intelligent Systems Reference Library
Series Volume
23
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-23166-7
DOI
10.1007/978-3-642-23166-7
Hardcover ISBN
978-3-642-23165-0
Softcover ISBN
978-3-642-43093-0
Series ISSN
1868-4394
Edition Number
1
Number of Pages
XVI, 336
Topics