Evaluation of prototype learning algorithms for nearest-neighbor classifier in application to handwritten character recognition

Nearest neighbor pattern classification

Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 16.1K citations

Computing, Computer Science, Data Mining +11

A Stochastic Approximation Method

Herbert Robbins, Sutton Monro · The Annals of Mathematical Statistics · 1951 · 9.6K citations · Full text

Computing, Computer Science, Algorithms +9

The self-organizing map

Teuvo Kohonen · Proceedings of the IEEE · 1990 · 8.2K citations

Computing, Computer Science, Neuroscience +14

Pattern Classification and Scene Analysis

Michael Thompson, Richard O. Duda, Peter E. Hart · Leonardo · 1974 · 4.5K citations

Computing, Computer Science, Computer Vision +13

The condensed nearest neighbor rule (Corresp.)

Peter E. Hart · IEEE Transactions on Information Theory · 1968 · 1.7K citations

Computing, Mathematics, Data Structures +2