Studies in Computational Intelligence

Foundations of Data Mining and Knowledge Discovery

Editors: Lin, T.Y., Ohsuga, S., Liau, C.-J., Hu, X., Tsumoto, S. (Eds.)

Buy this book

eBook 166,59 €
price for Spain (gross)
  • ISBN 978-3-540-32408-9
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 202,79 €
price for Spain (gross)
  • ISBN 978-3-540-26257-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 202,79 €
price for Spain (gross)
  • ISBN 978-3-642-43228-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

Foundations of Data Mining and Knowledge Discovery contains the latest results and new directions in data mining research. Data mining, which integrates various technologies, including computational intelligence, database and knowledge management, machine learning, soft computing, and statistics, is one of the fastest growing fields in computer science. Although many data mining techniques have been developed, further development of the field requires a close examination of its foundations. This volume presents the results of investigations into the foundations of the discipline, and represents the state-of-the-art for much of the current research. This book will prove extremely valuable and fruitful for data mining researchers, no matter whether they would like to uncover the fundamental principles behind data mining, or apply the theories to practical applications.

Table of contents (21 chapters)

  • Knowledge Discovery as Translation

    Ohsuga, Setsuo

    Pages 1-19

    Preview Buy Chapter 30,19 €
  • Mathematical Foundation of Association Rules – Mining Associations by Solving Integral Linear Inequalities

    Lin, T.Y.

    Pages 21-42

    Preview Buy Chapter 30,19 €
  • Comparative Study of Sequential Pattern Mining Models

    (Monica) Kum, Hye-Chung (et al.)

    Pages 43-70

    Preview Buy Chapter 30,19 €
  • Designing Robust Regression Models

    Viswanathan, Murlikrishna (et al.)

    Pages 71-86

    Preview Buy Chapter 30,19 €
  • A Probabilistic Logic-based Framework for Characterizing Knowledge Discovery in Databases

    Xie, Ying (et al.)

    Pages 87-100

    Preview Buy Chapter 30,19 €

Buy this book

eBook 166,59 €
price for Spain (gross)
  • ISBN 978-3-540-32408-9
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 202,79 €
price for Spain (gross)
  • ISBN 978-3-540-26257-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 202,79 €
price for Spain (gross)
  • ISBN 978-3-642-43228-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Foundations of Data Mining and Knowledge Discovery
Editors
  • Tsau Young Lin
  • Setsuo Ohsuga
  • Churn-Jung Liau
  • Xiaohua Hu
  • Shusaku Tsumoto
Series Title
Studies in Computational Intelligence
Series Volume
6
Copyright
2005
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-32408-9
DOI
10.1007/b137220
Hardcover ISBN
978-3-540-26257-2
Softcover ISBN
978-3-642-43228-6
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XIII, 378
Topics