Efficiency of linear and non-linear classifiers for gas identification from electrocatalytic gas sensor

Metrology and Measurement Systems

Volumn 20, Issue 3, 2013, Pages 501-512

  Kalinowski, Paweł ^a   Woźniak, Łukasz ^a   Strzelczyk, Anna ^a   Jasinski, Piotr ^a   Jasinski, Grzegorz ^a  

^a GDANSK UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

Cyclic voltammetry; Data pre processing; Electrocatalytic sensor; Partial Least Squares Discriminant Analysis; Support Vector Machine

Indexed keywords

DATA PREPROCESSING; ELECTROCATALYTIC; MULTIVARIATE DATA ANALYSIS; NONLINEAR CLASSIFIERS; NONLINEAR SUPPORT VECTOR MACHINES; PARTIAL LEAST SQUARES - DISCRIMINANT ANALYSIS; PARTIAL LEAST SQUARES DISCRIMINANT ANALYSES (PLSDA); PATTERN CLASSIFICATION TECHNIQUES;

CHEMICAL SENSORS; CYCLIC VOLTAMMETRY; GAS DETECTORS; MULTIVARIANT ANALYSIS; NITROGEN OXIDES; SULFUR DETERMINATION; SULFUR DIOXIDE;

SUPPORT VECTOR MACHINES;

EID: 84883859307     PISSN: 08608229     EISSN: None     Source Type: Journal    
DOI: 10.2478/mms-2013-0043     Document Type: Article

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