Cost Sensitive SVM with Non-informative Examples Elimination for Imbalanced Postoperative Risk Management Problem

DOI10.1007/978-3-319-01857-7_29zbMath1327.62386OpenAlexW86890945MaRDI QIDQ2950434

Maciej Ziȩba, Marek Lubicz, Jerzy Świątek

Publication date: 9 October 2015

Published in: Advances in Intelligent Systems and Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-01857-7_29

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Stochastic programming (90C15)

Uses Software

• SMOTEBoost
• SMOTE

Cites Work

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• Cost-sensitive boosting for classification of imbalanced data
• Two Modifications of CNN

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