Application of Support Vector Regression for Simultaneous Modelling of near Infrared Spectra from Multiple Process Steps

Interpolation and extrapolation problems of multivariate regression in analytical chemistry: benchmarking the robustness on near-infrared (NIR) spectroscopy data

(2012) Roman M. Balabin et al.   ANALYST

Chemometrics-Based Process Analytical Technology (PAT) Tools: Applications and Adaptation in Pharmaceutical and Biopharmaceutical Industries

(2012) Shruthi Challa et al.   APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY

Support vector machine regression (SVR/LS-SVM)—an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data

(2011) Roman M. Balabin et al.   ANALYST

CAC-2010: Twelfth international conference on chemometrics in analytical chemistry

(2011) Lutgarde Buydens et al.   ANALYTICA CHIMICA ACTA

Process Analytical Chemistry

(2011) Jerome Workman et al.   ANALYTICAL CHEMISTRY

Support Vector Machines for classification and regression

(2009) Richard G. Brereton et al.   ANALYST

Relevance vector machines for multivariate calibration purposes

(2008) Noslen Hernández et al.   JOURNAL OF CHEMOMETRICS