SCUT: multi-class imbalanced data classification using SMOTE and cluster-based undersampling

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DOIResolve DOI: http://doi.org/10.5220/0005595502260234
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TypeArticle
Proceedings titleProceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
ConferenceThe 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, November 12-14, 2015, in Lisbon, Portugal
ISBN978-989-758-158-8
SubjectClustering and Classification Methods; Machine Learning; Pre-Processing and Post-Processing for Data Mining; Multi-Class Imbalance, Undersampling, Oversampling
Abstract
LanguageEnglish
AffiliationInformation and Communication Technologies; National Research Council Canada
Peer reviewedYes
NPARC number21277623
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Record identifiere8c7556d-9f94-466f-a1e5-72cdf9b9513f
Record created2016-05-05
Record modified2016-05-12
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