Data Mining using Neural Networks

Name: Data Mining using Neural Networks
Brand: VDM Verlag Dr. Müller
SKU: 9783639224955
Price: 27482 HUF
Availability: InStock

The Art and Science of Rule Discovery for Data Mining

Szerző: S. M. M. Rahman

Nyelv:

Kötés: Puha kötésű

Kiadó: VDM Verlag Dr. Müller

Elérhetőség: Kiadói készleten rendelésre

Küldés 17-27 napon belül

27 482 Ft

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

Információk a könyvről

Szerző

S. M. M. Rahman

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2010

oldal

232

EAN

9783639224955

Enbook ID

06830293

Kiadó

VDM Verlag Dr. Müller

Súly

362

Méretek

150 x 220 x 14

Teljes leírás

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

Információk a könyvről

Teljes leírás

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Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták