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Data Mining and Uncertain Reasoning: An Integrated Approach - Tapa dura

Chen, Zhengxin

 
9780471388784: Data Mining and Uncertain Reasoning: An Integrated Approach
Tapa dura
ISBN 10: 0471388785 ISBN 13: 9780471388784
Editorial: Wiley-Interscience, 2001

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

ZHENGXIN CHEN is Professor in the Department of Computer Science at the University of Nebraska.

De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Wiley-Interscience
Año de publicación
2001
Idioma
Inglés
ISBN 10 
0471388785
ISBN 13 
9780471388784
Encuadernación
Tapa dura
Número de páginas
392
Contacto del fabricante
no disponible
Persona responsable
no disponible