Adaptive sparse principal component analysis for enhanced process monitoring and fault isolation

Classification and Regression Trees.

Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.8K citations

Data Analysis Method, Engineering, Machine Learning +19

Classification and Regression Trees.

John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations

Data Classification, Engineering, Machine Learning +9

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Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 20.1K citations · Full text

Principal component analysis

Svante Wold, Kim H. Esbensen, Paul Geladi · Chemometrics and Intelligent Laboratory Systems · 1987 · 11.4K citations

Engineering, Pattern Recognition, Knowledge Discovery +5

Sparse Principal Component Analysis

Hui Zou, Trevor Hastie, Robert Tibshirani · Journal of Computational and Graphical Statistics · 2006 · 3.1K citations

Sparse Representation, Engineering, Machine Learning +13