Data Mining and Uncertain Reasoning - An Integrated Approach

Name: Data Mining and Uncertain Reasoning - An Integrated Approach
Brand: John Wiley & Sons Inc
SKU: 9780471388784
Price: 882.86 RON
Availability: InStock

Autor: Zhengxin Chen

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Legare: Copertă tare

Editura: John Wiley & Sons Inc

Disponibilitate: În depozitul extern în cantități mici

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An expert guide for applying data mining with uncertain reasoning to a wide range of uses This volu...

Informații despre carte

Autor

Zhengxin Chen

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2001

Pagini

392

EAN

9780471388784

ISBN

0471388785

Enbook ID

04890404

Editura

John Wiley & Sons Inc

Greutate

682

Dimensiuni

162 x 243 x 24

Descriere completă

An expert guide for applying data mining with uncertain reasoning to a wide range of uses This volume presents a holistic view of data mining by integrating this diverse and exciting field with uncertain reasoning. It treats a wide range of issues and examines the state of the art in both fields while summarizing vital concepts that can normally only be found in various separate resources. The author concentrates on practical aspects of data mining-such as infrastructure and overall processes-but also discusses some selected algorithms and performance-related issues. Several important topics are addressed specifically, such as bridging the fields of machine learning and data mining and the discovery of influential association rules. In addition, the author discusses data warehousing as an enabling technique for data mining. Case studies are included throughout to illustrate important concepts. Data Mining and Uncertain Reasoning is a practical reference for practitioners in various interrelated fields. Each subject is treated with both basic introductory and advanced technical descriptions, making the book suitable for students and practitioners at various levels of experience.

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