Evolutionary Computation in Data Mining (Studies in Fuzziness and Soft Computing)

Language: English

Published by Springer, 2004

3540223703 / 9783540223702

Series: Book 13 of 183 - Studies in Fuzziness and Soft Computing

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Neu Neuware; teils original eingeschweisst; Rechnung mit MwSt.; new item, still sealed; -Data mining (DM) consists of extracting interesting knowledge from re- world, large & complex data sets; and is the core step of a broader process, called the knowledge discovery from databases (KDD) process. In addition to the DM step, which actually extracts knowledge from data, the KDD process includes several preprocessing (or data preparation) and post-processing (or knowledge refinement) steps. The goal of data preprocessing methods is to transform the data to facilitate the application of a (or several) given DM algorithm(s), whereas the goal of knowledge refinement methods is to validate and refine discovered knowledge. Ideally, discovered knowledge should be not only accurate, but also comprehensible and interesting to the user. The total process is highly computation intensive. The idea of automatically discovering knowledge from databases is a very attractive and challenging task, both for academia and for industry. Hence, there has been a growing interest in data mining in several AI-related areas, including evolutionary algorithms (EAs). The main motivation for applying EAs to KDD tasks is that they are robust and adaptive search methods, which perform a global search in the space of candidate solutions (for instance, rules or another form of knowledge representation). 288 pp. Englisch.…

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Title
Evolutionary Computation in Data Mining (Studies in Fuzziness and Soft Computing)
Author
Ashish Ghosh
Publisher
Springer
Publication year
2004
Condition
Neu
Binding
Gebundene Ausgabe
Language
English
ISBN 10
3540223703
ISBN 13
9783540223702
Item weight
567 grams
Dimensions
244x165x22 mm
Series
Book 13 of 183: Studies in Fuzziness and Soft Computing

Che & Chandler Versandbuchhandlung

Fürstenberg OT Blumenow, Germany

5-star seller

AbeBooks seller since June 17, 2009

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