Hard modeling Multivariate Curve Resolution using LASSO: Application to Ion Mobility Spectra

Chemometrics and Intelligent Laboratory Systems

Volumn 104, Issue 2, 2010, Pages 318-332

  Pomareda, Víctor ^a,b   Calvo, Daniel ^a   Pardo, Antonio ^a   Marco, Santiago ^a,b  

^a UNIVERSITY OF BARCELONA   (Spain)

^b INSTITUTE FOR BIOENGINEERING OF CATALONIA IBEC   (Spain)

Author keywords

Blind Source Separation; Ion Mobility Spectrometry; Multivariate Curve Resolution; Non Negative Matrix Factorization; Sparse solution

Indexed keywords

ACCURACY; ALGORITHM; ARTICLE; CHEMOMETRIC ANALYSIS; CONTROLLED STUDY; ION MOBILITY SPECTROMETRY; LEAST ABSOLUTE SHRINKAGE AND SELECTION OPERATOR; MATHEMATICAL COMPUTING; MULTIVARIATE CURVE RESOLUTION; NONLINEAR SYSTEM; NORMAL DISTRIBUTION; PRIORITY JOURNAL; PROCESS MODEL; REGRESSION ANALYSIS; SIGNAL PROCESSING; STATISTICAL MODEL; VALIDATION PROCESS;

EID: 78650521781     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2010.09.010     Document Type: Article

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