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Lecture Notes in Computer Science

Database Support for Data Mining Applications

Discovering Knowledge with Inductive Queries

Editors: Meo, Rosa, Lanzi, Pier L., Klemettinen, Mika (Eds.)

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  • ISBN 978-3-540-44497-8
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About this book

Data mining from traditional relational databases as well as from non-traditional ones such as semi-structured data, Web data, and scientific databases housing biological, linguistic, and sensor data has recently become a popular way of discovering hidden knowledge.

This book on database support for data mining is developed to approaches exploiting the available database technology, declarative data mining, intelligent querying, and associated issues, such as optimization, indexing, query processing, languages, and constraints. Attention is also paid to the solution of data preprocessing problems, such as data cleaning, discretization, and sampling.

The 16 reviewed full papers presented were carefully selected from various workshops and conferences to provide complete and competent coverage of the core issues. Some papers were developed within an EC funded project on discovering knowledge with inductive queries.

Table of contents (16 chapters)

  • Inductive Databases and Multiple Uses of Frequent Itemsets: The cInQ Approach

    Boulicaut, Jean-François

    Pages 1-23

  • Query Languages Supporting Descriptive Rule Mining: A Comparative Study

    Botta, Marco (et al.)

    Pages 24-51

  • Declarative Data Mining Using SQL3

    Jamil, Hasan M.

    Pages 52-75

  • Towards a Logic Query Language for Data Mining

    Giannotti, Fosca (et al.)

    Pages 76-94

  • A Data Mining Query Language for Knowledge Discovery in a Geographical Information System

    Malerba, Donato (et al.)

    Pages 95-116

Buy this book

eBook $79.99
price for USA (gross)
  • ISBN 978-3-540-44497-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.00
price for USA
  • ISBN 978-3-540-22479-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Database Support for Data Mining Applications
Book Subtitle
Discovering Knowledge with Inductive Queries
Editors
  • Rosa Meo
  • Pier L. Lanzi
  • Mika Klemettinen
Series Title
Lecture Notes in Computer Science
Series Volume
2682
Copyright
2004
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-44497-8
DOI
10.1007/b99016
Softcover ISBN
978-3-540-22479-2
Series ISSN
0302-9743
Edition Number
1
Number of Pages
XII, 332
Topics