2012, ISBN: 3642077633

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

[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<

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… Plus…

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, Computer & Internet, Kategorien, Bücher, Informatik, IT-Ausbildung & -Berufe, Algorithmen, Programmierung & Webdesign, Künstliche Intelligenz, Fachbücher, Lexika, Hand- & Jahrbücher, Schule & Lernen, Fremdsprachige Bücher, Featured Categories, Englische Bücher, 7c9a6c79-19ea-4dea-90da-d7d47042d341_2301, 7c9a6c79-19ea-4dea-90da-d7d47042d341_0, Arborist Merchandising Root, acc906d0-2585-4921-a56f-3ff277850936_4901, acc906d0-2585-4921-a56f-3ff277850936_0, Special Features Stores, Taschenbücher, acc906d0-2585-4921-a56f-3ff277850936_4201, Springer, 2012<

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… Plus…

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 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., Artificial Intelligence<

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 … Plus…

*Data Mining and Knowledge Discovery with Evolutionary Algorithms* - Auflage 2002 / Taschenbuch für 106.99 € / Aus dem Bereich: Bücher, Ratgeber, Computer & Internet Medien > Bücher nein Buch (kartoniert) Hardcover;Naturwissenschaften, Medizin, Informatik, Technik;Informatik, Springer Berlin Heidelberg<

2012, ISBN: 9783642077630

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