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Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance

Record Type:	Electronic resources : Monograph/item
Title/Author:	Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data ImbalanceDipti P. Rana, Rupa G. Mehta.
other author:	Rana, Dipti P.,
Published:	Hershey, PA :IGI Global,2021
Description:	1 online resource (xix, 309 p.)
Notes:	"Premier reference source"--Cover.
Subject:	Electronic data processingData preparation.
Online resource:	https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-7371-6
ISBN:	9781799873730 (ebk.)

Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance
Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance[electronic resource] /Dipti P. Rana, Rupa G. Mehta. - Hershey, PA :IGI Global,2021 - 1 online resource (xix, 309 p.) - Advances in data mining and database management (ADMDM) book series.

"Premier reference source"--Cover.

Includes bibliographical references and index.

"This edited book provides a selection of chapters to improve the understanding of the impact of imbalanced data and its resolving techniques based on the Data Preprocessing, Active Learning, and Cost Perceptive Approaches"--

ISBN: 9781799873730 (ebk.)

LCCN: 2021004523Subjects--Topical Terms:

224687
Electronic data processing
--Data preparation.

LC Class. No.: QA76.9.D345 / D387 2021

Dewey Class. No.: 005.7

Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance
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050 0 0 $a QA76.9.D345 $b D387 2021
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245 0 0 $a Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance $h [electronic resource] / $c Dipti P. Rana, Rupa G. Mehta.
260 $a Hershey, PA : $b IGI Global, $c 2021
300 $a 1 online resource (xix, 309 p.)
490 0 $a Advances in data mining and database management (ADMDM) book series
500 $a "Premier reference source"--Cover.
504 $a Includes bibliographical references and index.
520 $a "This edited book provides a selection of chapters to improve the understanding of the impact of imbalanced data and its resolving techniques based on the Data Preprocessing, Active Learning, and Cost Perceptive Approaches"-- $c Provided by publisher.
650 0 $a Electronic data processing $x Data preparation. $3 224687
650 0 $a Verification (Logic) $x Data processing. $3 927397
650 0 $a Data integrity. $3 541317
650 0 $a Fake news. $3 806418
650 0 $a Fraud investigation. $3 209914
650 0 $a Web usage mining. $3 310900
700 1 $a Rana, Dipti P., $d 1976- $3 927395
700 1 $a Mehta, Rupa G., $d 1967- $3 927396
856 4 0 $u https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-7371-6