Sensor validation using principal component analysis

LIII. <i>On lines and planes of closest fit to systems of points in space</i>

Karl Pearson · The London Edinburgh and Dublin Philosophical Magazine and Journal of Science · 1901 · 11.7K citations

Natural Sciences, Mathematics, Geometry +5

Analysis of a complex of statistical variables into principal components.

H. Hotelling · Journal of Educational Psychology · 1933 · 9.5K citations

Natural Sciences, Biostatistics, Statistical Modeling +12

Analysis of a complex of statistical variables into principal components.

H. Hotelling · Journal of Educational Psychology · 1933 · 2K citations

Natural Sciences, Biostatistics, Statistical Modeling +12

Numerical methods for computing angles between linear subspaces

Åke Björck, Gene H. Golub · Mathematics of Computation · 1973 · 789 citations · Full text

Computing, Computer Science, Computational Geometry +8

Nonlinear principal component analysis—Based on principal curves and neural networks

Diya Dong, Thomas J. McAvoy · Computers & Chemical Engineering · 1996 · 629 citations

Computing, Computer Science, Data Science +11