9783540223702 - evolutionary computation in data mining (studies in fuzziness and soft computing, 163, band 163) (3 Ergebnisse)
Sprache: Englisch
Verlag: Springer, 2004
Serie: Studies in Fuzziness and Soft Computing, Buch 13 von 183. Buch 13 von 183 - Studies in Fuzziness and Soft Computing
- Hardcover
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Zustand: New. In.
Sprache: Englisch
Verlag: Springer Berlin Heidelberg, Springer Berlin Heidelberg, 2004
Serie: Studies in Fuzziness and Soft Computing, Buch 13 von 183. Buch 13 von 183 - Studies in Fuzziness and Soft Computing
- Hardcover
Anbieter: AHA-BUCH GmbH, Einbeck, DeutschlandAHA-BUCH GmbH
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 extra…cts 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).
Sprache: Englisch
Verlag: Berlin : Springer, 2005
Serie: Studies in Fuzziness and Soft Computing, Buch 13 von 183. Buch 13 von 183 - Studies in Fuzziness and Soft Computing
- Hardcover
Anbieter: BUCHSERVICE / ANTIQUARIAT Lars Lutzer, Wahlstedt, DeutschlandBUCHSERVICE / ANTIQUARIAT Lars Lutzer
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Zustand: gut. 2005. Evolutionary computation in data mining. Studies in fuzziness and soft computing ; Vol. 163 In deutscher Sprache. pages.
