Related research in statistical pattern recognition

• K-Nearest Neighbour classifier (1-nn, k-nn) (Fix and Hodges, 1952; Cover and Hart, 1967; Duda and Hart, 1973; Devijver and Kittler, 1982)

• Condensed k-nn: remove the typical from memory (Hart, 1968; Gates, 1972; Swonger, 1972)

• Reduced k-nn: remove the exceptional from memory (Wilson, 1972; Tomek, 1976; Devijver and Kittler, 1980)

References