A new strategy of characterizing hydrocarbon fuels using FTIR spectra and generalized linear model with grouped-Lasso regularization
Yu Wang, Wei Wei, Yue Zhang, Ronald K. Hanson
Topics & Concepts
Regularization (linguistics)Multiplicative functionRobustness (evolution)Nonlinear systemLinear modelLasso (programming language)MathematicsApplied mathematicsBiological systemChemistryComputer scienceMathematical analysisStatisticsPhysicsArtificial intelligenceBiologyBiochemistryWorld Wide WebGeneQuantum mechanicsSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchComputational Drug Discovery Methods