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Software Related Data Mining C Concepts, Models, Methods, and Algorithms

Posted on 2010-04-10




Name:Software Related Data Mining C Concepts, Models, Methods, and Algorithms
ASIN/ISBN:0471228524
Language:English
File size:8.67 Mb
ISBN: 0471228524
Pages: 343 Pages
File Size: RARed CHM 8.67 MB
Other Info: Wiley
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Data Mining C Concepts, Models, Methods, and Algorithms

by Mehmed Kantardzic

Book Description

We are surrounded by data, numerical and otherwise, which must be analyzed and processed to convert it into information that informs, instructs, answers, or otherwise aids understanding and decision-making. Due to the ever-increasing complexity and size of todays data sets, a new term, data mining, was created to describe the indirect, automatic data analysis techniques that utilize more complex and sophisticated tools than those which analysts used in the post to do mere data analysis.

Data Mining: Concepts, Models, Methods, and Algorithms discusses data mining principles and then describes representative state-of-the-art methods and algorithms originating from different disciplines such as statistics, machine learning, neural networks, fuzzy logic, and evolutionary computation. Detailed algorithms are provided with necessary explanations and illustrative examples.

This text offers guidance: how and when to use a particular software tool (with their companion data sets) from among the hundreds offered when faced with a data set to mine.

This allows analysts to create and perform their own data mining experiments using their knowledge of the methodologies and techniques provided.

This book emphasized the selection of appropriate methodologies and data analysis software, as well as parameter tuning. These critically important, qualitative decisions can only be made with the deeper understanding of parameter meaning and its role in the technique that is offered here. Data mining is an exploding field and this book offers much-needed guidance to selecting among the numerous analysis programs that are available.

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Data Mining – Concepts, Models, Methods, and Algorithms

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Data Mining – Concepts, Models, Methods, and Algorithmsby Mehmed KantardzicWiley | ISBN: 0471228524 | 343 Pages | RARed CHM 8.67 MBBook DescriptionWe are surrounded by data, numerical and otherwise, which must be analyzed and processed to ...

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