Data Mining using Neural Networks

Name: Data Mining using Neural Networks
Brand: VDM Verlag Dr. Müller
SKU: 9783639224955
Price: 329.51 PLN
Availability: InStock

The Art and Science of Rule Discovery for Data Mining

Autor: S. M. M. Rahman

Język:

Oprawa: Miękka

Wydawca: VDM Verlag Dr. Müller

Dostępność: Na zamówienie

Wysyłamy za 17-27 dni

329.51 zł

Data mining is beneficial for anyone who has a huge amount of data, for example, customer and busine...

Informacje o książce

Autor

S. M. M. Rahman

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2010

strony

232

EAN

9783639224955

Enbook ID

06830293

Wydawca

VDM Verlag Dr. Müller

Waga

362

Wymiary

150 x 220 x 14

Pełny opis

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.

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Data Mining using Neural Networks

The Art and Science of Rule Discovery for Data Mining

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