Determination of organic matter in soils using radial basis function networks and near infrared spectroscopy

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.

Abraham Savitzky, Marcel J. E. Golay · Analytical Chemistry · 1964 · 21.3K citations

Natural Sciences, Chemistry, Analytical Chemistry +6

Partial least-squares regression: a tutorial

Paul Geladi, Bruce R. Kowalski · Analytica Chimica Acta · 1986 · 6.9K citations

Business, Computer Science, Statistical Modeling +7

Orthogonal least squares learning algorithm for radial basis function networks

Sheng Chen, C.F.N. Cowan, P.M. Grant · IEEE Transactions on Neural Networks · 1991 · 3.4K citations

Computing, Computer Science, Machine Learning +10

Ridge Regression: Applications to Nonorthogonal Problems

Arthur E. Hoerl, Robert W. Kennard · Technometrics · 1970 · 2.6K citations

Natural Sciences, Biostatistics, Econometrics +12

Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition

Thomas M. Cover · IEEE Transactions on Electronic Computers · 1965 · 2.1K citations

Computing, Computer Science, Mathematics +7