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Rule Based Systems for Big Data - A Machine Learning Approach (Hardcover, 1st ed. 2015) Loot Price: R3,172
Discovery Miles 31 720
Repayment Terms: R297 pm x 12*
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Rule Based Systems for Big Data - A Machine Learning Approach (Hardcover, 1st ed. 2015): Han Liu, Alexander Gegov, Mihaela Cocea

Rule Based Systems for Big Data - A Machine Learning Approach (Hardcover, 1st ed. 2015)

Han Liu, Alexander Gegov, Mihaela Cocea

Series: Studies in Big Data, 13

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Loot Price R3,172 Discovery Miles 31 720 | Repayment Terms: R297 pm x 12*

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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.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: Studies in Big Data, 13
Release date: September 2015
First published: 2016
Authors: Han Liu • Alexander Gegov • Mihaela Cocea
Dimensions: 235 x 155 x 10mm (L x W x T)
Format: Hardcover
Pages: 121
Edition: 1st ed. 2015
ISBN-13: 978-3-319-23695-7
Categories: Books > Computing & IT > Applications of computing > Databases > Data mining
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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LSN: 3-319-23695-4
Barcode: 9783319236957

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