Multi-class pairwise linear dimensionality reduction using heteroscedastic schemes

UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.3K citations

Engineering, Machine Learning, Data Science +7

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Bernhard Schölkopf, Alexander J. Smola, Klaus‐Robert Müller · Neural Computation · 1998 · 8K citations

Image Analysis, Machine Learning, Data Science +15

An introduction to kernel-based learning algorithms

K. Müller, Gunnar Rätsch, Koji Tsuda et al. · IEEE Transactions on Neural Networks · 2001 · 3.5K citations

Fisher Discriminant Analysis, Engineering, Machine Learning +18

Twin Support Vector Machines for Pattern Classification

Jayadeva, Suresh Chandra · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 1.7K citations

Engineering, Machine Learning, Biometrics +19

A direct LDA algorithm for high-dimensional data — with application to face recognition

Hua Yu, Jie Yang · Pattern Recognition · 2001 · 1.6K citations

Face Detection, Linear Discriminant Analysis, Facial Recognition System +11