A comparison of different chemometrics approaches for the robust classification of electronic nose data

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

A comparative investigation of modern feature selection and classification approaches for the analysis of mass spectrometry data

(2014) Piotr S. Gromski et al.   ANALYTICA CHIMICA ACTA

Partial least squares discriminant analysis: taking the magic away

(2014) Richard G. Brereton et al.   JOURNAL OF CHEMOMETRICS

Toward the nanospring-based artificial olfactory system for trace-detection of flammable and explosive vapors

(2012) Vladimir Dobrokhotov et al.   SENSORS AND ACTUATORS B-CHEMICAL

Investigation of support vector machines and Raman spectroscopy for lymph node diagnostics

(2010) Martina Sattlecker et al.   ANALYST

Classification of Tempranillo wines according to geographic origin: Combination of mass spectrometry based electronic nose and chemometrics

(2009) Wies Cynkar et al.   ANALYTICA CHIMICA ACTA

Real-time vapour sensing using an OFET-based electronic nose and genetic programming

(2009) David C. Wedge et al.   SENSORS AND ACTUATORS B-CHEMICAL

Electronic Nose:  Current Status and Future Trends

(2008) Frank Röck et al.   CHEMICAL REVIEWS

Comparison of performance of five common classifiers represented as boundary methods: Euclidean Distance to Centroids, Linear Discriminant Analysis, Quadratic Discriminant Analysis, Learning Vector Quantization and Support Vector Machines, as dependent on data structure

(2008) Sarah J. Dixon et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Assessment of PLSDA cross validation

(2008) Johan A. Westerhuis et al.   Metabolomics

Random forests and nearest shrunken centroids for the classification of sensor array data

(2008) Matteo Pardo et al.   SENSORS AND ACTUATORS B-CHEMICAL

A preliminary study on the possibility to diagnose urinary tract cancers by an electronic nose

(2007) M. Bernabei et al.   SENSORS AND ACTUATORS B-CHEMICAL