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Rule Based Systems for Big Data

Name: Rule Based Systems for Big Data
Brand: Springer International Publishing AG
SKU: 09493642
Price: 40849 HUF
Availability: InStock
Author: Han Liu
ISBN: 9783319236957

A Machine Learning Approach

Han Liu

Alexander Gegov

Mihaela Cocea

Language

English

Book Hardback

Libristo code: 09493642

Publishers Springer International Publishing AG, September 2015

The ideas introduced in this book explore the relationships among rule based systems, machine learni... Full description

Libristo code: 09493642

271 b

40 849 Ft

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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.§