Cautious classification based on belief functions theory and imprecise relabelling

SMOTE: Synthetic Minority Over-sampling Technique

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Computing, Computer Science, Data Science +12

A survey of hierarchical classification across different application domains

Carlos N. Silla, Alex A. Freitas · Data Mining and Knowledge Discovery · 2010 · 1.1K citations

Computing, Computer Science, Data Mining +13

A k-nearest neighbor classification rule based on Dempster-Shafer theory

IEEE Transactions on Systems Man and Cybernetics · 1995 · 987 citations

Computing, Computer Science, Mathematics +14

On optimum recognition error and reject tradeoff

Chee Lap Chow · IEEE Transactions on Information Theory · 1970 · 872 citations · Full text

Computing, Computer Science, Computer Vision +9

THE FIDUCIAL ARGUMENT IN STATISTICAL INFERENCE

Ronald Aylmer Fisher · Annals of Eugenics · 1935 · 594 citations · Full text

Social Sciences, Biostatistics, Discrimination +4