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Rule Based Systems for Big Data: A Machine Learning Approach by Mihaela Cocea, Han Liu, Alexander Gegov (Hardcover, 2015)

About this product

About this product

Product Information

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.

Product Identifiers

Publisher
Springer International Publishing Ag
ISBN-13
9783319236957
eBay Product ID (ePID)
216605291

Product Key Features

Author
Mihaela Cocea, Han Liu, Alexander Gegov
Publication Name
Rule Based Systems for Big Data: a Machine Learning Approach
Format
Hardcover
Language
English
Subject
Computer Science
Publication Year
2015
Type
Textbook
Number of Pages
121 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Volume
13
Item Weight
3317g

Additional Product Features

Title_Author
Mihaela Cocea, Alexander Gegov, Han Liu
Series Title
Studies in Big Data
Country/Region of Manufacture
Switzerland

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