Bülent Üstün

Comparing support vector machines to PLS for spectral regression applications

Uwe Thissen, Mlh Michel Pepers, Bülent Üstün et al. · Chemometrics and Intelligent Laboratory Systems · 2004 · 370 citations

Computing, Computer Science, Data Science +11

Facilitating the application of Support Vector Regression by using a universal Pearson VII function based kernel

Bülent Üstün, W.J. Melssen, L.M.C. Buydens · Chemometrics and Intelligent Laboratory Systems · 2005 · 305 citations

Computing, Data Science, Data Mining +8

Multivariate Calibration with Least-Squares Support Vector Machines

Uwe Thissen, Bülent Üstün, W.J. Melssen et al. · Analytical Chemistry · 2004 · 193 citations

Natural Sciences, Chemistry, Computer Science +17

Visualisation and interpretation of Support Vector Regression models

Bülent Üstün, W.J. Melssen, L.M.C. Buydens · Analytica Chimica Acta · 2007 · 168 citations

Computing, Visualization, Data Visualization +10

Determination of optimal support vector regression parameters by genetic algorithms and simplex optimization

Bülent Üstün, W.J. Melssen, M. Oudenhuijzen et al. · Analytica Chimica Acta · 2005 · 166 citations

Computing, Data Science, Data Mining +9