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Data Mining

Data Mining Cover

 

Synopses & Reviews

Publisher Comments:

The knowledge discovery process is as old as Homo sapiens. Until some time ago this process was solely based on the 'natural personal' computer provided by Mother Nature. Fortunately, in recent decades the problem has begun to be solved based on the development of the Data mining technology, aided by the huge computational power of the 'artificial' computers. Digging intelligently in different large databases, data mining aims to extract implicit, previously unknown and potentially useful information from data, since "knowledge is power". The goal of this book is to provide, in a friendly way, both theoretical concepts and, especially, practical techniques of this exciting field, ready to be applied in real-world situations. Accordingly, it is meant for all those who wish to learn how to explore and analysis of large quantities of data in order to discover the hidden nugget of information.

Synopsis:

Offering a self-contained introduction to data mining, this book presents the concepts, models and techniques for data mining in a well organized style. Both theoretical concepts and, especially, practical techniques of this exciting field are provided.

Table of Contents

Introduction to Data Mining.- The "data-mine".- Exploratory data analysis.- Classification and decision trees.- Data mining techniques and models.- Classification performance evaluation.

Product Details

ISBN:
9783642267734
Publisher:
Springer
Subject:
Engineering-General Engineering
Author:
Gorunescu, Florin
Subject:
Artificial Intelligence
Subject:
Computational intelligence
Subject:
Data mining
Subject:
Intelligent System
Subject:
Artificial Intelligence (incl. Robotics)
Edition Description:
2011
Series:
Intelligent Systems Reference Library
Series Volume:
12
Publication Date:
20130531
Binding:
TRADE PAPER
Language:
English
Pages:
372
Dimensions:
235 x 155 mm 569 gr

Related Subjects

Computers and Internet » Artificial Intelligence » General
Computers and Internet » Computers Reference » General
Engineering » Engineering » General Engineering
Science and Mathematics » Mathematics » Geometry » Algebraic Geometry
Science and Mathematics » Mathematics » Topology

Data Mining
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Product details 372 pages Springer - English 9783642267734 Reviews:
"Synopsis" by , Offering a self-contained introduction to data mining, this book presents the concepts, models and techniques for data mining in a well organized style. Both theoretical concepts and, especially, practical techniques of this exciting field are provided.
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