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Data mining and knowledge discovery ...

Shi, Guangren.

Data mining and knowledge discovery for geoscientists

Record Type:	Electronic resources : Monograph/item
Title/Author:	Data mining and knowledge discovery for geoscientistsGuangren Shi, professor of mathematical geology, Research Institute of Petroleum Exploration and Development, Beijing, China.
Author:	Shi, Guangren.
Published:	Amsterdam ;Elsevier,2014.
Description:	viii, 367 p. ;24 cm.
Subject:	GeologyData processing.
Online resource:	http://www.sciencedirect.com/science/book/9780124104372
ISBN:	9780124104372 (electronic bk.)

Data mining and knowledge discovery for geoscientists
Shi, Guangren.

Data mining and knowledge discovery for geoscientists[electronic resource] /Guangren Shi, professor of mathematical geology, Research Institute of Petroleum Exploration and Development, Beijing, China. - 1st ed. - Amsterdam ;Elsevier,2014. - viii, 367 p. ;24 cm.

Includes bibliographical references and index.

"In the early 21 century, data mining (DM) was predicted to be "one of the most revolutionary developments of the next decade," and chosen as one of 10 emerging technologies that will change the world (Hand et al., 2001; Larose, 2005; Larose, 2006). In fact, in the recent 20 years, the field of DM has seen enormous success, both in terms of broad-ranging application achievements and in terms of scientific progress and understanding. DM is the computerized process of extracting previously unknown and important actionable information and knowledge from database (DB). This knowledge can then be used to make crucial decisions by leveraging the individual's intuition and experience to objectively generate opportunities that might otherwise go undiscovered"--

ISBN: 9780124104372 (electronic bk.)

LCCN: 2013032294Subjects--Topical Terms:

263430
Geology
--Data processing.

LC Class. No.: QE48.8 / .S54 2014

Dewey Class. No.: 006.3/12

Data mining and knowledge discovery for geoscientists
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245 1 0 $a Data mining and knowledge discovery for geoscientists $h [electronic resource] / $c Guangren Shi, professor of mathematical geology, Research Institute of Petroleum Exploration and Development, Beijing, China.
250 $a 1st ed.
260 $a Amsterdam ; $a Boston : $b Elsevier, $c 2014.
300 $a viii, 367 p. ; $c 24 cm.
504 $a Includes bibliographical references and index.
520 $a "In the early 21 century, data mining (DM) was predicted to be "one of the most revolutionary developments of the next decade," and chosen as one of 10 emerging technologies that will change the world (Hand et al., 2001; Larose, 2005; Larose, 2006). In fact, in the recent 20 years, the field of DM has seen enormous success, both in terms of broad-ranging application achievements and in terms of scientific progress and understanding. DM is the computerized process of extracting previously unknown and important actionable information and knowledge from database (DB). This knowledge can then be used to make crucial decisions by leveraging the individual's intuition and experience to objectively generate opportunities that might otherwise go undiscovered"-- $c Provided by publisher.
650 0 $a Geology $x Data processing. $3 263430
650 0 $a Data mining. $3 184440
856 4 0 $u http://www.sciencedirect.com/science/book/9780124104372