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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 - gebrauchtes Buch

ISBN: 9783642077630

ID: 9783642077630

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 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. Textbooks New, Books~~Computers~~Intelligence (AI) & Semantics, Data-Mining-and-Knowledge-Discovery-with-Evolutionary-Algorithms~~Alex-A-Freitas, 999999999, Data Mining and Knowledge Discovery with Evolutionary Algorithms, Alex A. Freitas, 3642077633, Springer Berlin Heidelberg, , , , , Springer Berlin Heidelberg

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Data Mining and Knowledge Discovery with Evolutionary Algorithms | Freitas - Buch - 1st Edition. Softcover version of original hardcover edition 2002 - Alex A Freitas
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Alex A Freitas:
Data Mining and Knowledge Discovery with Evolutionary Algorithms | Freitas - Buch - 1st Edition. Softcover version of original hardcover edition 2002 - neues Buch

2002, ISBN: 9783642077630

ID: 7919451

Von Alex A Freitas: 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; Weitere Fachgebiete > EDV, Informatik > Datenbanken, Informationssicherheit, Geschäftssoftware > Data Mining, Information Retrieval, Springer

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Data Mining and Knowledge Discovery with Evolutionary Algorithms als Buch von Alex A. Freitas - Springer Berlin Heidelberg
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Springer Berlin Heidelberg:
Data Mining and Knowledge Discovery with Evolutionary Algorithms als Buch von Alex A. Freitas - neues Buch

2002, ISBN: 9783642077630

ID: 819629702

Data Mining and Knowledge Discovery with Evolutionary Algorithms ab 149.99 EURO Natural Computing Series. Auflage 2002 Data Mining and Knowledge Discovery with Evolutionary Algorithms ab 149.99 EURO Natural Computing Series. Auflage 2002 Bücher > English, International > Gebundene Ausgaben, [PU: Springer, Berlin/Heidelberg/New York, NY]

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Data Mining and Knowledge Discovery with Evolutionary Algorithms 1st Edition - Alex A. Freitas
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Alex A. Freitas:
Data Mining and Knowledge Discovery with Evolutionary Algorithms 1st Edition - neues Buch

ISBN: 3642077633

ID: 3642077633

Data Mining and Knowledge Discovery with Evolutionary Algorithms 1st Edition Author :Alex A. Freitas 9783642077630 3642077633, [PU: Springer, Berlin/Heidelberg/New York, NY]

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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 - Taschenbuch

2012, ISBN: 9783642077630

ID: 15155126

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

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