A framework of quasiconformal mapping-based kernel machine with its application to hyperspectral remote sensing

Eigenfaces vs. Fisherfaces: recognition using class specific linear projection

Peter N. Belhumeur, João P. Hespanha, David Kriegman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 11.8K citations

Computing, Computer Science, Computer Vision +11

Generalized Discriminant Analysis Using a Kernel Approach

G. Baudat, F. Anouar · Neural Computation · 2000 · 1.7K citations

Computing, Computer Science, Data Mining +13

Large Scale Multiple Kernel Learning

Sören Sonnenburg, Gunnar Rätsch, Christin Schäfer et al. · MPG.PuRe (Max Planck Society) · 2006 · 1.2K citations · Full text

Computing, Computer Science, Machine Learning +6

Input space versus feature space in kernel-based methods

Bernhard Schölkopf, Christopher J. C. Burges, Phil Knirsch et al. · IEEE Transactions on Neural Networks · 1999 · 1.2K citations

Computing, Computer Science, Computational Geometry +12

Improving support vector machine classifiers by modifying kernel functions

Si Wu · Neural Networks · 1999 · 934 citations

Computing, Computer Science, Data Mining +13