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Data Mining and Knowledge Discovery with Evolutionary Algorithms (Natural Computing Series) - Hardcover
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"In the snappily-titled Data Mining and Knowledge Discovery with Evolutionary Algorithms, leading researcher Alex A Freitas introduces both data mining and evolutionary algorithms. ... The aim is to introduce and address the key challenges to a high level of detail. With an understanding gleaned from this book, and source code available freely on the web, the world of data mining is your oyster." (Application Development Advisor, January/February, 2003)
Reseña del editor
This book integrates two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increasingly popular in the last few years, and their integration is currently an active research area. In general, data mining consists of extracting knowledge from data. The motivation for applying evolutionary algorithms to data mining is that evolutionary algorithms are robust search methods which perform a global search in the space of candidate solutions. This book emphasizes the importance of discovering comprehensible, interesting knowledge, which is potentially useful for intelligent decision making. The text explains both basic concepts and advanced topics
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- VerlagSpringer
- Erscheinungsdatum2002
- ISBN 10 3540433317
- ISBN 13 9783540433316
- EinbandTapa dura
- SpracheEnglisch
- Anzahl der Seiten280
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Data Mining and Knowledge Discovery with Evolutionary Algorithms
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Data Mining and Knowledge Disc
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Data Mining and Knowledge Discovery with Evolutionary Algorithms
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Data Mining and Knoweledge Discovery with Evolutionary Algorithms
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Hardcover. Zustand: Good. Zustand des Schutzumschlags: No Dust Jacket. First U.S. Edition. An ex-library copy in pictorial green hard covers. The usual ex-libris markings, clean within. The binding is sound, and there is little wear to the covers. No dust jacket, apparently as issued. Book. Bestandsnummer des Verkäufers 045792
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Data Mining and Knowledge Discovery with Evolutionary Algorithms
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Data Mining and Knowledge Discovery with Evolutionary Algorithms
Verlag:
Springer Berlin Heidelberg Aug 2002, 2002
ISBN 10: 3540433317
ISBN 13: 9783540433316
Neu
Hardcover
Anbieter: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Deutschland
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Buch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book integrates two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increasingly popular in the last few years, and their integration is currently an active research area. In general, data mining consists of extracting knowledge from data. The motivation for applying evolutionary algorithms to data mining is that evolutionary algorithms are robust search methods which perform a global search in the space of candidate solutions. This book emphasizes the importance of discovering comprehensible, interesting knowledge, which is potentially useful for intelligent decision making. The text explains both basic concepts and advanced topics 280 pp. Englisch. Bestandsnummer des Verkäufers 9783540433316
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Data Mining and Knowledge Discovery with Evolutionary Algorithms
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Data Mining and Knowledge Discovery with Evolutionary Algorithms
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Data Mining and Knowledge Discovery with Evolutionary Algorithms
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book addresses the integration of two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increas ingly popular in the last few years, and their integration is currently an area of active research. In essence, data mining consists of extracting valid, comprehensible, and in teresting knowledge from data. Data mining is actually an interdisciplinary field, since there are many kinds of methods that can be used to extract knowledge from data. Arguably, data mining mainly uses methods from machine learning (a branch of artificial intelligence) and statistics (including statistical pattern recog nition). Our discussion of data mining and evolutionary algorithms is primarily based on machine learning concepts and principles. In particular, in this book we emphasize the importance of discovering comprehensible, interesting knowledge, which the user can potentially use to make intelligent decisions. In a nutshell, the motivation for applying evolutionary algorithms to data mining is that evolutionary algorithms are robust search methods which perform a global search in the space of candidate solutions (rules or another form of knowl edge representation). In contrast, most rule induction methods perform a local, greedy search in the space of candidate rules. Intuitively, the global search of evolutionary algorithms can discover interesting rules and patterns that would be missed by the greedy search. Bestandsnummer des Verkäufers 9783540433316
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Data Mining and Knowledge Discovery with Evolutionary Algorithms
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Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book integrates two areas of computer science, namely data mining and evolutionary algorithms (EAs). In essence, data mining consists of extracting interesting knowledge from data. The book presents a comprehensive review of both data mining and EAs an. Bestandsnummer des Verkäufers 4890387
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