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

Autor Thomas Reinartz
en Limba Engleză Paperback – 18 aug 1999
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.
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Specificații

ISBN-13: 9783540664291
ISBN-10: 3540664297
Pagini: 332
Ilustrații: XVI, 316 p.
Dimensiuni: 155 x 235 x 17 mm
Greutate: 0.77 kg
Ediția:1999
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

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

Caracteristici

Includes supplementary material: sn.pub/extras