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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
Väzba: Brožovaná
Vydavateľ: VDM Verlag
Dostupnosť: Skladom u dodávateľa
Odosielame za 9-15 dní
47.53 €
Nowadays, decision makers in competitive and diverse§business sectors must make informed decisions a...

Informácie o knihe

Autor
Michel Charest
Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2009
Stránok
112
EAN
9783639119596
ISBN
3639119592
Enbook ID
06820784
Vydavateľ
VDM Verlag
Hmotnosť
177
Rozmery
152 x 229 x 7

Kompletný 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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