Focusing Solutions for Data Mining: Analytical Studies and Experimental Results in Real-World Domains
Author:   Thomas Reinartz
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   1999 ed.
Volume:   1623
ISBN:  

9783540664291


Pages:   316
Publication Date:   18 August 1999
Format:   Paperback
Availability:   In Print   Availability explained
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Focusing Solutions for Data Mining: Analytical Studies and Experimental Results in Real-World Domains


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Overview

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.

Full Product Details

Author:   Thomas Reinartz
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   1999 ed.
Volume:   1623
Dimensions:   Width: 15.50cm , Height: 1.70cm , Length: 23.50cm
Weight:   1.030kg
ISBN:  

9783540664291


ISBN 10:   3540664297
Pages:   316
Publication Date:   18 August 1999
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Knowledge Discovery in Databases.- Focusing Tasks.- Focusing Solutions.- Analytical Studies.- Experimental Results.- Conclusions.

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