Data Mining and Uncertain Reasoning: An Integrated Approach - Couverture rigide

Chen, Zhengxin

Couverture rigide

ISBN 10 : 0471388785 ISBN 13 : 9780471388784

Editeur : Wiley-Interscience, 2001

Synopsis

xv 370p large hardback, index, bibliography, illustrations, as new,

A propos du livre

Présentation de l'éditeur :

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.

Biographie de l'auteur :

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

À propos de cette édition

• Éditeur: Wiley-Interscience
• Date d'édition: 2001
• ISBN 10: 0471388785
• ISBN 13: 9780471388784
• Reliure: Relié
• Nombre de pages: 392