An overlap sensitive neural network for class imbalanced data

DOI10.1007/s10618-021-00766-4zbMath1473.68166OpenAlexW3163837676MaRDI QIDQ2036784

Usha Ananthakumar, Shaukat Ali Shahee

Publication date: 30 June 2021

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10618-021-00766-4

zbMATH Keywords

classificationoutliersartificial neural networkimbalanced datamisclassification costsclass overlapping

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• JStatCom
• KEEL
• MWMOTE
• SMOTE
• ADASYN

Cites Work

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• Support vector data description
• Cost-sensitive boosting for classification of imbalanced data
• Two Modifications of CNN
• Asymptotic Properties of Nearest Neighbor Rules Using Edited Data
• Advances in Intelligent Data Analysis VI

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