Focusing solutions for data mining : analytical studies and experimental results in real-world domains
Author(s)
Bibliographic Information
Focusing solutions for data mining : analytical studies and experimental results in real-world domains
（Lecture notes in computer science, 1623 . Lecture notes in artificial intelligence）
Springer, c1999
Available at / 37 libraries
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Library, Research Institute for Mathematical Sciences, Kyoto University数研
L/N||LNCS||162399042483
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INTERNATIONAL CHRISTIAN UNIVERSITY LIBRARY図
V.1623007.6/L507/v.162305399179,
007.6/L507/v.162305399179 -
University of Tsukuba Library, Library on Library and Information Science
007.08:L-49:1623991002620
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Note
Includes bibliographical references and index
Description and Table of Contents
Description
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.
Table of Contents
Knowledge Discovery in Databases.- Focusing Tasks.- Focusing Solutions.- Analytical Studies.- Experimental Results.- Conclusions.
by "Nielsen BookData"