Efficient discriminative clustering via QR decomposition-based Linear Discriminant Analysis

Some methods for classification and analysis of multivariate observations

James B. MacQueen · Defense Technical Information Center (DTIC) · 1967 · 22.8K citations

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 · 11.7K citations

Face Detection, Facial Recognition System, Machine Vision +14

UCI Repository of machine learning databases

Catherine Blake · Medical Entomology and Zoology · 1998 · 10.5K citations

Data Classification, Engineering, Machine Learning +8

A systematic analysis of performance measures for classification tasks

Marina Sokolova, Guy Lapalme · Information Processing & Management · 2009 · 6K citations

Classification Method, Engineering, Machine Learning +9

Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data

Sandrine Dudoit, Jane Fridlyand, Terence P. Speed · Journal of the American Statistical Association · 2002 · 2.7K citations

Engineering, Machine Learning, Pathology +20