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Kniha Intelligent Data Mining Assistance Michel Charest

Intelligent Data Mining Assistance

A Case-Based Reasoning and Ontology Approach

Autor: Michel Charest
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: VDM Verlag
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
1 149 Kč
Nowadays, decision makers in competitive and diverse§business sectors must make informed decisions a...

Informace o knize

Autor
Michel Charest
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2009
Stránek
112
EAN
9783639119596
ISBN
3639119592
Enbook ID
06820784
Vydavatel
VDM Verlag
Hmotnost
177
Rozměry
152 x 229 x 7

Kompletní popis

Nowadays, decision makers in competitive and diverse§business sectors must make informed decisions about§strategic problems. Such problems are often complex§enough to warrant the use of sophisticated analytical§methods for their resolution (i.e. forecasting,§classification, etc.). Having borrowed from the§myriad of techniques and models available from the§areas of machine learning and statistics, data mining§(DM) has become a very specialized field.§Consequently, the effective application of DM is§littered with many difficult and technical decisions§(i.e. data cleansing, feature transformations,§algorithm and parameter selection, model evaluation).§Most data mining products provide a large number of§models and tools, but few provide "intelligent"§assistance. Moreover, research seems to be based on§utterly specialized DM techniques, rather than§focusing on strategic, methodological, and even§epistemological aspects of DM. As a result, the§following work attempts to verify if the use of a§case-based reasoning system and other AI techniques§will provide an adequate environment for the reuse of§data mining knowledge with the intention of better§supporting the decision making process.

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