A new evidential K-nearest neighbor rule based on contextual discounting with partially supervised learning

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

Computing, Computer Science, Data Science +12

Upper and Lower Probabilities Induced by a Multivalued Mapping

A. P. Dempster · The Annals of Mathematical Statistics · 1967 · 6K citations · Full text

Natural Sciences, Mathematics, Decision Theory +11

The transferable belief model

Philippe Smets, Robert Kennes · Artificial Intelligence · 1994 · 2.2K citations

Social Sciences, Psychology, Social Psychology +9

Analysis of hidden units in a layered network trained to classify sonar targets

Rebecca Gorman, Terrence J. Sejnowski · Neural Networks · 1988 · 1.1K citations

Engineering, Computer Science, Ocean Engineering +16

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