Application of random forest regression to spectral multivariate calibration

Discrimination of the geographical origin of Codonopsis pilosula using near infrared diffuse reflection spectroscopy coupled with random forests and k-nearest neighbor methods

(2012) Boxia Li et al.   VIBRATIONAL SPECTROSCOPY

Multivariate data analysis applied to spectroscopy: Potential application to juice and fruit quality

(2011) D. Cozzolino et al.   FOOD RESEARCH INTERNATIONAL

Discrimination of raw and processed Dipsacus asperoides by near infrared spectroscopy combined with least squares-support vector machine and random forests

(2011) Ni Xin et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

QSAR studies of a diverse series of antimicrobial agents against Candida albicans by classification and regression trees

(2010) Shi-Miao Tan et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

The effect of calibration equations on the uncertainty of UV–Vis spectrophotometric measurements

(2010) Kang-Hung Hsu et al.   MEASUREMENT

Identification of pharmaceutical tablets by Raman spectroscopy and chemometrics

(2010) Yves Roggo et al.   TALANTA

Dual optoelectronic visual detection and quantification of spectroscopically silent heavy metal toxins: A multi-measurand sensing strategy based on Rhodamine 6G as chromo or fluoro ionophore

(2009) K.P. Prathish et al.   ANALYTICA CHIMICA ACTA

Recent development in derivative ultraviolet/visible absorption spectrophotometry: 2004–2008

(2009) F. Sánchez Rojas et al.   ANALYTICA CHIMICA ACTA

A comparison of nine PLS1 algorithms

(2009) Martin Andersson   JOURNAL OF CHEMOMETRICS

Classification and regression trees (CARTs) for modelling the sorption and retention of heavy metals by soil

(2009) F.A. Vega et al.   JOURNAL OF HAZARDOUS MATERIALS

Simultaneous spectrophotometric determination of trace amounts of uranium, thorium, and zirconium using the partial least squares method after their preconcentration by α-benzoin oxime modified Amberlite XAD-2000 resin

(2009) Jahan B. Ghasemi et al.   TALANTA

Support vector machines and its applications in chemistry

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

Support vector machines (SVM) in near infrared (NIR) spectroscopy: Focus on parameters optimization and model interpretation

(2008) Olivier Devos et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS