On the use of neighbourhood-based non-parametric classifiers

UCI Repository of Machine Learning Databases

Patrick M. Murphy · Medical Entomology and Zoology · 1994 · 1.8K citations

Computing, Computer Science, Data Mining +9

The Distance-Weighted k-Nearest-Neighbor Rule

Sahibsingh A. Dudani · IEEE Transactions on Systems Man and Cybernetics · 1976 · 1.5K citations

Computing, Computer Science, Data Mining +10

Relative neighborhood graphs and their relatives

Jerzy W. Jaromczyk, Godfried T. Toussaint · Proceedings of the IEEE · 1992 · 672 citations

Computing, Computer Science, Geoinformatics +8

A new definition of neighborhood of a point in multi-dimensional space

B.B. Chaudhuri · Pattern Recognition Letters · 1996 · 93 citations

Planning, Visualization, Topology +9

Computer science and statistics

Naval Research Logistics Quarterly · 1967 · 77 citations

Natural Sciences, Computer Science, Mathematics +11