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: 714.89 PLN
Availability: InStock

Autor: Zhengxin Chen

Język:

Oprawa: Twarda

Wydawca: John Wiley & Sons Inc

Dostępność: Dostępna u dostawcy w małych ilościach

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

Informacje o książce

Autor

Zhengxin Chen

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2001

strony

392

EAN

9780471388784

ISBN

0471388785

Enbook ID

04890404

Wydawca

John Wiley & Sons Inc

Waga

682

Wymiary

162 x 243 x 24

Pełny opis

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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