Studies in Computational Intelligence

Foundations of Computational Intelligence

Volume 6: Data Mining

Editors: Abraham, A., Hassanien, A.-E., Carvalho, A.P. de L.F. de, Sná#el, V. (Eds.)

  • Sixth volume of a reference work on the foundations of Computational Intelligence
  • This volume is devoted to data mining
see more benefits

Buy this book

eBook $169.00
price for USA (gross)
  • ISBN 978-3-642-01091-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $219.99
price for USA
  • ISBN 978-3-642-01090-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.99
price for USA
  • ISBN 978-3-642-10167-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Finding information hidden in data is as theoretically difficult as it is practically important. With the objective of discovering unknown patterns from data, the methodologies of data mining were derived from statistics, machine learning, and artificial intelligence, and are being used successfully in application areas such as bioinformatics, business, health care, banking, retail, and many others. Advanced representation schemes and computational intelligence techniques such as rough sets, neural networks; decision trees; fuzzy logic; evolutionary algorithms; artificial immune systems; swarm intelligence; reinforcement learning, association rule mining, Web intelligence paradigms etc. have proved valuable when they are applied to Data Mining problems. Computational tools or solutions based on intelligent systems are being used with great success in Data Mining applications. It is also observed that strong scientific advances have been made when issues from different research areas are integrated.

This Volume comprises of 15 chapters including an overview chapter providing an up-to-date and state-of-the research on the applications of Computational Intelligence techniques for Data Mining.

Table of contents (16 chapters)

  • Mining and Analysis of Clickstream Patterns

    Inbarani, H. Hannah (et al.)

    Pages 3-27

  • An Overview on Mining Data Streams

    Gama, João (et al.)

    Pages 29-45

  • Data Stream Mining Using Granularity-Based Approach

    Gaber, Mohamed Medhat

    Pages 47-66

  • Time Granularity in Temporal Data Mining

    Cotofrei, Paul (et al.)

    Pages 67-96

  • Mining User Preference Model from Utterances

    Takama, Yasufumi (et al.)

    Pages 97-123

Buy this book

eBook $169.00
price for USA (gross)
  • ISBN 978-3-642-01091-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $219.99
price for USA
  • ISBN 978-3-642-01090-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.99
price for USA
  • ISBN 978-3-642-10167-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Foundations of Computational Intelligence
Book Subtitle
Volume 6: Data Mining
Editors
  • Ajith Abraham
  • Aboul-Ella Hassanien
  • André Ponce de Leon F. de Carvalho
  • Vaclav Sná#el
Series Title
Studies in Computational Intelligence
Series Volume
206
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-01091-0
DOI
10.1007/978-3-642-01091-0
Hardcover ISBN
978-3-642-01090-3
Softcover ISBN
978-3-642-10167-0
Series ISSN
1860-949X
Edition Number
1
Number of Pages
X, 400
Topics