Beyond the boundaries of SMOTE: a framework for manifold-based synthetically oversampling

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TypeArticle
Proceedings titleMachine Learning and Knowledge Discovery in Databases
Series titleLecture Notes in Computer Science
ConferenceJoint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2016, September 19-23, 2016, Riva del Garda, Italy
ISSN0302-9743
ISBN9783319462264
Pages248263
Subjectmachine learning; class imbalance; synthetic oversampling; manifold and embeddings
Abstract
Publication date
PublisherSpringer
LanguageEnglish
AffiliationNational Research Council Canada; NRC Institute for Aerospace Research; Information and Communication Technologies
Peer reviewedYes
NPARC number23002088
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Record identifierb1787f39-6e92-4586-8155-c85442a2d7c2
Record created2017-08-10
Record modified2017-08-10
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