Studies in Computational Intelligence

Action Rules Mining

Authors: Dardzinska, Agnieszka

  • Introductory book on the novel concept of Action Rules Mining
  • Recent research in Action Rules Mining
  • Written by a leading expert in the field
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eBook $109.00
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  • ISBN 978-3-642-35650-6
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  • ISBN 978-3-642-43552-2
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About this book

We are surrounded by data, numerical, categorical and otherwise, which must to be analyzed and processed to convert it into information that instructs, answers or aids understanding and decision making. Data analysts in many disciplines such as business, education or medicine, are frequently asked to analyze new data sets which are often composed of numerous tables possessing different properties. They try to find completely new correlations between attributes and show new possibilities for users.

 

Action rules mining discusses some of data mining and knowledge discovery principles and then describe representative concepts, methods and algorithms connected with action. The author introduces the formal definition of action rule, notion of a simple association action rule and a representative action rule, the cost of association action rule, and gives a strategy how to construct simple association action rules of a lowest cost. A new approach for generating action rules from datasets with numerical attributes by incorporating a tree classifier and a pruning step based on meta-actions is also presented. In this book we can find fundamental concepts necessary for designing, using and implementing action rules as well. Detailed algorithms are provided with necessary explanation and illustrative examples.

Table of contents (3 chapters)

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-642-35650-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA
  • ISBN 978-3-642-35649-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.99
price for USA
  • ISBN 978-3-642-43552-2
  • 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
Action Rules Mining
Authors
Series Title
Studies in Computational Intelligence
Series Volume
468
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-35650-6
DOI
10.1007/978-3-642-35650-6
Hardcover ISBN
978-3-642-35649-0
Softcover ISBN
978-3-642-43552-2
Series ISSN
1860-949X
Edition Number
1
Number of Pages
X, 98
Topics