Data mining : concepts, models and techniques / Florin Gorunescu.

Format:

Book

Author/Creator:

Florin, Gorunescu.

Series:

Intelligent systems reference library ; v. 12.

Intelligent systems reference library, 1868-4394 ; 12

Language:

English

Subjects (All):

Data mining.

Physical Description:

1 online resource (364 p.)

Edition:

1st ed. 2011.

Place of Publication:

Berlin : Springer, 2011.

Language Note:

English

Summary:

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.

Contents:

Introduction to Data Mining

The ”data-mine”

Exploratory data analysis

Classification and decision trees

Data mining techniques and models

Classification performance evaluation.

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

ISBN:

9786613084309

9781283084307

1283084309

9783642197215

3642197213

OCLC:

743410409