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Lowest price: € 106.99, highest price: € 149.79, average price: € 129.92

Data Mining and Knowledge Discovery with Evolutionary Algorithms - Alex A. Freitas

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Alex A. Freitas:
Data Mining and Knowledge Discovery with Evolutionary Algorithms - Paperback

2012, ISBN: 3642077633

[EAN: 9783642077630], Neubuch, [SC: 0.0], [PU: Springer Berlin Heidelberg], ARTIFICIALINTELLIGENCE; COMPUTINGMETHODOLOGIES; DATAMINING; EVOLUTIONARYFUZZY; MACHINELEARNING; EVOLUTIONARYALG… More...

[EAN: 9783642077630], Neubuch, [SC: 0.0], [PU: Springer Berlin Heidelberg], ARTIFICIALINTELLIGENCE; COMPUTINGMETHODOLOGIES; DATAMINING; EVOLUTIONARYFUZZY; MACHINELEARNING; EVOLUTIONARYALGORITHM; GENETICALGORITHMS; GENETICPROGRAMMING; KNOWLEDGEDISCOVERY; ALGORITHMANALYSISANDPROBLEMCOMPLEXITY, Druck auf Anfrage 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 area of active research. In general, data mining consists of extracting knowledge from data. In this book we particularly emphasize the importance of discovering comprehensible and interesting knowledge, which is potentially useful to the reader for intelligent decision making. 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 knowledge 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. This book presents a comprehensive review of basic concepts on both data mining and evolutionary algorithms and discusses significant advances in the integration of these two areas. It is self-contained, explaining both basic concepts and advanced topics. 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, Books<

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Data Mining And Knowledge Discovery With Evolutionary Algorithms (Natural Computing Series) - Freitas, Alex A.

(*)

Freitas, Alex A.:
Data Mining And Knowledge Discovery With Evolutionary Algorithms (Natural Computing Series) - Paperback

2012, ISBN: 9783642077630

Springer, Taschenbuch, Auflage: 2002, 280 Seiten, Publiziert: 2012-03-22T00:00:01Z, Produktgruppe: Buch, Hersteller-Nr.: 74 black & white illustrations, 10 black, 0.88 kg, Datenbanken, Co… More...

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Data Mining and Knowledge Discovery with Evolutionary Algorithms - Alex A. Freitas

(*)

Alex A. Freitas:
Data Mining and Knowledge Discovery with Evolutionary Algorithms - Paperback

ISBN: 9783642077630

Paperback, [PU: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG], This book integrates two areas of computer science, namely data mining and evolutionary algorithms. The motivation fo… More...

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Data Mining and Knowledge Discovery with Evolutionary Algorithms - Alex A. Freitas

(*)

Alex A. Freitas:
Data Mining and Knowledge Discovery with Evolutionary Algorithms - Paperback

2002, ISBN: 9783642077630

*Data Mining and Knowledge Discovery with Evolutionary Algorithms* - Auflage 2002 / Taschenbuch für 106.99 € / Aus dem Bereich: Bücher, Ratgeber, Computer & Internet Medien > Bücher nein … More...

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Data Mining and Knowledge Discovery with Evolutionary Algorithms - Alex A. Freitas

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Alex A. Freitas:
Data Mining and Knowledge Discovery with Evolutionary Algorithms - Paperback

2012, ISBN: 9783642077630

2002, Softcover, Buch, [PU: Springer Berlin]

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Data Mining and Knowledge Discovery with Evolutionary Algorithms - Alex A. Freitas

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Alex A. Freitas:

Data Mining and Knowledge Discovery with Evolutionary Algorithms - Paperback

2012, ISBN: 3642077633

[EAN: 9783642077630], Neubuch, [SC: 0.0], [PU: Springer Berlin Heidelberg], ARTIFICIALINTELLIGENCE; COMPUTINGMETHODOLOGIES; DATAMINING; EVOLUTIONARYFUZZY; MACHINELEARNING; EVOLUTIONARYALG… More...

[EAN: 9783642077630], Neubuch, [SC: 0.0], [PU: Springer Berlin Heidelberg], ARTIFICIALINTELLIGENCE; COMPUTINGMETHODOLOGIES; DATAMINING; EVOLUTIONARYFUZZY; MACHINELEARNING; EVOLUTIONARYALGORITHM; GENETICALGORITHMS; GENETICPROGRAMMING; KNOWLEDGEDISCOVERY; ALGORITHMANALYSISANDPROBLEMCOMPLEXITY, Druck auf Anfrage 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 area of active research. In general, data mining consists of extracting knowledge from data. In this book we particularly emphasize the importance of discovering comprehensible and interesting knowledge, which is potentially useful to the reader for intelligent decision making. 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 knowledge 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. This book presents a comprehensive review of basic concepts on both data mining and evolutionary algorithms and discusses significant advances in the integration of these two areas. It is self-contained, explaining both basic concepts and advanced topics. 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, Books<

NEW BOOK. Shipping costs:Versandkostenfrei. (EUR 0.00) AHA-BUCH GmbH, Einbeck, Germany [51283250] [Rating: 5 (von 5)]

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Data Mining And Knowledge Discovery With Evolutionary Algorithms (Natural Computing Series) - Freitas, Alex A.

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Freitas, Alex A.:

Data Mining And Knowledge Discovery With Evolutionary Algorithms (Natural Computing Series) - Paperback

2012, ISBN: 9783642077630

Springer, Taschenbuch, Auflage: 2002, 280 Seiten, Publiziert: 2012-03-22T00:00:01Z, Produktgruppe: Buch, Hersteller-Nr.: 74 black & white illustrations, 10 black, 0.88 kg, Datenbanken, Co… More...

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Data Mining and Knowledge Discovery with Evolutionary Algorithms - Alex A. Freitas

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Alex A. Freitas:
Data Mining and Knowledge Discovery with Evolutionary Algorithms - Paperback

ISBN: 9783642077630

Paperback, [PU: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG], This book integrates two areas of computer science, namely data mining and evolutionary algorithms. The motivation fo… More...

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Data Mining and Knowledge Discovery with Evolutionary Algorithms - Alex A. Freitas

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Alex A. Freitas:
Data Mining and Knowledge Discovery with Evolutionary Algorithms - Paperback

2002, ISBN: 9783642077630

*Data Mining and Knowledge Discovery with Evolutionary Algorithms* - Auflage 2002 / Taschenbuch für 106.99 € / Aus dem Bereich: Bücher, Ratgeber, Computer & Internet Medien > Bücher nein … More...

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Alex A. Freitas:
Data Mining and Knowledge Discovery with Evolutionary Algorithms - Paperback

2012, ISBN: 9783642077630

2002, Softcover, Buch, [PU: Springer Berlin]

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Details of the book

Data Mining And Knowledge Discovery With Evolutionary Algorithms (Natural Computing Series)

Author:	Freitas, Alex A.
Title:	Data Mining And Knowledge Discovery With Evolutionary Algorithms (Natural Computing Series)
ISBN:	9783642077630

Details of the book - Data Mining And Knowledge Discovery With Evolutionary Algorithms (Natural Computing Series)

EAN (ISBN-13): 9783642077630
ISBN (ISBN-10): 3642077633
Hardcover
Paperback
Publishing year: 2011
Publisher: Springer

Book in our database since 2011-09-17T19:38:57+01:00 (London)
Detail page last modified on 2024-01-31T13:35:44+00:00 (London)
ISBN/EAN: 9783642077630

ISBN - alternate spelling:
3-642-07763-3, 978-3-642-07763-0
Alternate spelling and related search-keywords:
Book author: frei, freitas
Book title: data mining, evolutionary computing, knowledge, with, algorithms

Information from Publisher

Author: Alex A. Freitas
Title: Natural Computing Series; Data Mining and Knowledge Discovery with Evolutionary Algorithms
Publisher: Springer; Springer Berlin
265 Pages
Publishing year: 2012-03-14
Berlin; Heidelberg; DE
Printed / Made in
Language: English
109,99 € (DE)

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Algorithmen und Datenstrukturen; Verstehen; Artificial Intelligence; Computing Methodologies; Data Mining; Evolutionary Algorithms; Fuzzy; Machine Learning; algorithms; evolutionary algorithm; genetic algorithms; genetic programming; knowledge discovery; algorithm analysis and problem complexity; Data Structures and Information Theory; Artificial Intelligence; Data Mining and Knowledge Discovery; Information Storage and Retrieval; Algorithms; Database Management; Informationstheorie; Künstliche Intelligenz; Data Mining; Wissensbasierte Systeme, Expertensysteme; Informationsrückgewinnung, Information Retrieval; Data Warehousing; Datenbanken; BB

This book presents a comprehensive review of basic concepts on both data mining and evolutionary algorithms and discusses significant advances in the integration of these two areas. It is self-contained, explaining both basic concepts and advanced topics.

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