Relational Data Mining

Editors: Dzeroski, Saso, Lavrač, Nada (Eds.)

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Hardcover $159.00
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About this book

As the first book devoted to relational data mining, this coherently written multi-author monograph provides a thorough introduction and systematic overview of the area.
The first part introduces the reader to the basics and principles of classical knowledge discovery in databases and inductive logic programming; subsequent chapters by leading experts assess the techniques in relational data mining in a principled and comprehensive way; finally, three chapters deal with advanced applications in various fields and refer the reader to resources for relational data mining.
This book will become a valuable source of reference for R&D professionals active in relational data mining. Students as well as IT professionals and ambitioned practitioners interested in learning about relational data mining will appreciate the book as a useful text and gentle introduction to this exciting new field.

Reviews

From the reviews:

"The book is a collection of contributions from several authors who worked in the field. It provides quite an extensive overview of different techniques and strategies used in knowledge discovery from multi-relational data, and describes several interesting applications. … the book may stimulate the interest for practical applications of relational data mining and further research in the development of relational data mining techniques." (Marco Botta, Computer Bulletin, Vol. 46 (1), 2003)

"It is very important to describe the intersection for data mining carefully. The presented book Relational Data Mining is doing this. The authors are well known researchers in the field. … The book is recommended warmly to students of computer science and mathematics and practitioners who have to deal with data mining in relational data bases." (W. Gerhardt, Zentralblatt MATH, Vol. 1003, 2003)


Table of contents (16 chapters)

  • Data Mining in a Nutshell

    Džeroski, Sašo

    Pages 3-27

  • Knowledge Discovery in Databases: An Overview

    Fayyad, Usama

    Pages 28-47

  • An Introduction to Inductive Logic Programming

    Džeroski, Sašo (et al.)

    Pages 48-73

  • Inductive Logic Programming for Knowledge Discovery in Databases

    Wrobel, Stefan

    Pages 74-101

  • Three Companions for Data Mining in First Order Logic

    Raedt, Luc (et al.)

    Pages 105-139

Buy this book

eBook $119.00
price for USA (gross)
  • ISBN 978-3-662-04599-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.00
price for USA
  • ISBN 978-3-540-42289-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $159.00
price for USA
  • ISBN 978-3-642-07604-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Relational Data Mining
Editors
  • Saso Dzeroski
  • Nada Lavrač
Copyright
2001
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-662-04599-2
DOI
10.1007/978-3-662-04599-2
Hardcover ISBN
978-3-540-42289-1
Softcover ISBN
978-3-642-07604-6
Edition Number
1
Number of Pages
XIX, 398
Topics