Data Mining using Neural Networks: The Art and Science of Rule Discovery for Data Mining - Image 1

£67.00

VDM Verlag Data Mining using Neural Networks: The Art and Science of Rule Discovery for Data Mining

Name: Data Mining using Neural Networks: The Art and Science of Rule Discovery for Data Mining
Brand: VDM Verlag
Price: 67.0 GBP
Availability: InStock

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Description

Data mining is beneficial for anyone who has a huge amount of data, for example, customer and business data, transaction, marketing, financial, manufacturing and web data etc. The results of data mining are also referred to as knowledge in the form of rules, regularities and constraints. Rule mining is one of the popular data mining methods since rules provide concise statements of potentially important information that is easily understood by end users and also actionable patterns. At present rule mining has received a good deal of attention and enthusiasm from data mining researchers since rule mining is capable of solving many data mining problems such as classification, association, customer profiling, summarization, segmentation and many others. This book makes several contributions by proposing rule mining methods using genetic algorithms and neural networks. These methods are based on an integrated framework but capable of mining three major classes of rules e.g. Association, Characteristic and Classification rules. The book also shows how to build data mining predictive models using the resultant rules of the proposed methods.

Product Specifications

Brand: VDM Verlag
Format: paperback
ASIN: 3639224957
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 08 January 2010
Listed Since: 14 January 2010

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VDM Verlag Data Mining using Neural Networks: The Art and Science of Rule Discovery for Data Mining

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