Principal component analysis–multivariate adaptive regression splines (PCA-MARS) and back propagation-artificial neural network (BP-ANN) methods for predicting the efficiency of oxidative desulfurization systems using ATR-FTIR spectroscopy
Mina Sadrara, Mohammadreza Khanmohammadi Khorrami
Topics & Concepts
Principal component analysisPartial least squares regressionMultivariate adaptive regression splinesChemistryMean squared errorMars Exploration ProgramArtificial neural networkPrincipal component regressionBiological systemMultivariate statisticsArtificial intelligencePattern recognition (psychology)StatisticsRegressionMathematicsComputer scienceNonparametric regressionPhysicsAstronomyBiologyCatalysis and Hydrodesulfurization StudiesPetroleum Processing and AnalysisThermal and Kinetic Analysis