Rule Based Systems for Big Data

Name: Rule Based Systems for Big Data
SKU: 23157105
Price: 260.99 AUD
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A Machine Learning Approach

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Format:

Hardback

Series:

Studies in Big Data

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Description

The ideas introduced in this book explore the relationships among rule based systems, machine learning and big data. Rule based systems are seen as a special type of expert systems, which can be built by using expert knowledge or learning from real data. The book focuses on the development and evaluation of rule based systems in terms of accuracy, efficiency and interpretability. In particular, a unified framework for building rule based systems, which consists of the operations of rule generation, rule simplification and rule representation, is presented. Each of these operations is detailed using specific methods or techniques. In addition, this book also presents some ensemble learning frameworks for building ensemble rule based systems.

Release date Australia

September 17th, 2015

Author

Series

Studies in Big Data

Pages

121

Edition

1st ed. 2015

Audience

Professional & Vocational

Illustrations

5 Illustrations, color; 33 Illustrations, black and white; XIII, 121 p. 38 illus., 5 illus. in color.

Dimensions

155x235x10

ISBN-13

9783319236957

Product ID

23157105

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