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Rule Based Systems for Big Data - A Machine Learning Approach (Hardcover, 1st ed. 2015)
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Rule Based Systems for Big Data - A Machine Learning Approach (Hardcover, 1st ed. 2015)
Series: Studies in Big Data, 13
Expected to ship within 12 - 17 working days
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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.
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