Determination of the spread parameter in the Gaussian kernel for classification and regression

A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 21.1K citations

Arts, Vision Science, Biomedical Signal Processing +16

The Nature of Statistical Learning Theory

Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations

Computing, Computer Science, Mathematics +11

Radial Basis Functions, Multi-Variable Functional Interpolation and Adaptive Networks

David S. Broomhead, David Lowe · Complex Systems · 1988 · 3.4K citations

Computing, Computer Science, Computational Geometry +10

Support Vector Method for Function Approximation, Regression Estimation and Signal Processing

Vladimir Vapnik, Steven E. Golowich, Alex Smola · 1996 · 2.7K citations

Natural Sciences, Computer Science, Optimization +13

The structure of images

Jan J. Koenderink · Biological Cybernetics · 1984 · 2.4K citations

Arts, Computer Science, Computer Vision +9