Industrial Hydrogenation Process Monitoring Using Ultra-compact Near-Infrared Spectrometer and Chemometrics

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.1K citations

Data Classification, Support Vector Machine, Classification Method +15

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.

Abraham. Savitzky, Marcel J. E. Golay · Analytical Chemistry · 1964 · 20.7K citations

Altmetrics, Engineering, Filtering Technique +14

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 12.6K citations

Support Vector Machine, Engineering, Pattern Recognition +5

SIMPLS: An alternative approach to partial least squares regression

Sijmen de Jong · Chemometrics and Intelligent Laboratory Systems · 1993 · 1.9K citations

Engineering, Regression Analysis, Multivariate Approximation +4

Implementing the Nelder-Mead simplex algorithm with adaptive parameters

Fuchang Gao, Lixing Han · Computational Optimization and Applications · 2010 · 1.1K citations

Numerical Analysis, Large-scale Global Optimization, Numerical Computation +6