Focusing Solutions for Data Mining: Analytical Studies and Experimental Results in Real-World Domains: 1623 (Lecture Notes in Computer Science, 1623) - Softcover

Reinartz, Thomas

 
9783540664291: Focusing Solutions for Data Mining: Analytical Studies and Experimental Results in Real-World Domains: 1623 (Lecture Notes in Computer Science, 1623)

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.

"synopsis" may belong to another edition of 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.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9783662165300: Focusing Solutions for Data Mining: Analytical Studies and Experimental Results in Real-World Domains

Featured Edition

ISBN 10:  3662165309 ISBN 13:  9783662165300
Publisher: Springer, 2014
Softcover