A kernel-based approach for fault diagnosis in batch processes

Interpretation and Visualization of Non-Linear Data Fusion in Kernel Space: Study on Metabolomic Characterization of Progression of Multiple Sclerosis

(2012) Agnieszka Smolinska et al.   PLoS One

Opening the kernel of kernel partial least squares and support vector machines

(2011) G.J. Postma et al.   ANALYTICA CHIMICA ACTA

Exploring nonlinear relationships in chemical data using kernel-based methods

(2011) Dong-Sheng Cao et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Chemometric approaches to improve PLSDA model outcome for predicting human non-alcoholic fatty liver disease using UPLC-MS as a metabolic profiling tool

(2011) Guillermo Quintás et al.   Metabolomics

Visualization and Recovery of the (Bio)chemical Interesting Variables in Data Analysis with Support Vector Machine Classification

(2010) Patrick W. T. Krooshof et al.   ANALYTICAL CHEMISTRY

Influence of Water on Prediction of Composition and Quality Factors: The Aquaphotomics of Low Moisture Agricultural Materials

(2010) Phil Williams   JOURNAL OF NEAR INFRARED SPECTROSCOPY

Support vector machines and its applications in chemistry

(2008) Hongdong Li et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Calculation of the reliability of classification in discriminant partial least-squares binary classification

(2008) Néstor F. Pérez et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Efficient Kernel Orthonormalized PLS for Remote Sensing Applications

(2008) J. Arenas-Garcia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Bilinear modelling of batch processes. Part I: theoretical discussion

(2008) José Camacho et al.   JOURNAL OF CHEMOMETRICS

Mutual information-induced interval selection combined with kernel partial least squares for near-infrared spectral calibration

(2008) Chao Tan et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY