Intelligent Data Mining Assistance

Name: Intelligent Data Mining Assistance
Brand: VDM Verlag
SKU: 9783639119596
Price: 49.82 EUR
Availability: InStock

A Case-Based Reasoning and Ontology Approach

Автор: Michel Charest

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Външен склад

Изпращаме след 9-15 дни

49.82 € 97.44 лв

Nowadays, decision makers in competitive and diverse§business sectors must make informed decisions a...

Информация за книгата

Автор

Michel Charest

Език

Английски език

Корици

Книга - С меки корици

Издадена

2009

страници

112

EAN

9783639119596

ISBN

3639119592

Enbook ID

06820784

Издател

VDM Verlag

Теглоt

177

Размери

152 x 229 x 7

Пълно описание

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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Intelligent Data Mining Assistance

A Case-Based Reasoning and Ontology Approach

Информация за книгата

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