Focusing Solutions for Data Mining: Analytical Studies and Experimental Results in Real-World Domains (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)

Reinartz, Thomas:

ISBN 10: 3540664297 / ISBN 13: 9783540664291

Published by Springer 22.02.2009., 2009

About this Item

332 Seiten nice book ex Library Sprache: Englisch Gewicht in Gramm: 469 23,4 x 15,2 x 2,0 cm, Taschenbuch.

Seller Inventory # 338907

Bibliographic Details

• Title: Focusing Solutions for Data Mining: Analytical Studies and Experimental Results in Real-World Domains (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)
• Publisher: Springer 22.02.2009.
• Publication Date: 2009
• Language: English
• ISBN 10: 3540664297
• ISBN 13: 9783540664291
• Binding: Soft cover
• Edition: Auflage: 1999.
• Condition: Gut
• Weight: 469 grams
• Seller catalogs:
  • Alle Bücher

About this title

Synopsis

In the first part, this book analyzes the knowledge discovery process in order to understand the relations between knowledge discovery steps and focusing. The part devoted to the development of focusing solutions opens with an analysis of the state of the art, then introduces the relevant techniques, and finally culminates in implementing a unified approach as a generic sampling algorithm, which is then integrated into a commercial data mining system. The last part evaluates specific focusing solutions in various application domains. The book provides various appendicies enhancing easy accessibility.
The book presents a comprehensive introduction to focusing in the context of data mining and knowledge discovery. It is written for researchers and advanced students, as well as for professionals applying data mining and knowledge discovery techniques in practice.