Robust data-driven soft sensor based on iteratively weighted least squares support vector regression optimized by the cuckoo optimization algorithm

PLS-regression: a basic tool of chemometrics

Svante Wold, Michael Sjöstróm, Lennart Eriksson · Chemometrics and Intelligent Laboratory Systems · 2001 · 9.7K citations

Natural Sciences, Chemistry, Analytical Chemistry +6

Least Squares Support Vector Machine Classifiers

Johan A. K. Suykens, Joos Vandewalle · Neural Processing Letters · 1999 · 9.4K citations · Full text

Computing, Computer Science, Data Mining +6

Data-driven Soft Sensors in the process industry

Petr Kadlec, Bogdan Gabryś, Sibylle Strandt · Computers & Chemical Engineering · 2009 · 1.8K citations · Full text

Engineering, Chemical Engineering, Manufacturing Engineering +14

Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel

S. Sathiya Keerthi, Chih‐Jen Lin · Neural Computation · 2003 · 1.6K citations

Computing, Computer Science, Data Mining +15

Weighted least squares support vector machines: robustness and sparse approximation

Johan A. K. Suykens, Jos De Brabanter, Joos Vandewalle · Neurocomputing · 2002 · 1.3K citations · Full text

Computing, Computer Science, Data Mining +13