Fast dentification of overlapping fluorescence spectra of oil species based on LDA and two-dimensional convolutional neural network
Xiaoyu Chen, Yunrui Hu, Xinyi Li, Deming Kong, Meng-Hao Guo
Topics & Concepts
Linear discriminant analysisPartial least squares regressionSupport vector machineChemistryRandom forestPattern recognition (psychology)Convolutional neural networkArtificial intelligenceLinear regressionRegressionFluorescenceMean squared errorFluorescence spectroscopyBiological systemRegression analysisChemometricsAnalytical Chemistry (journal)StatisticsComputer scienceChromatographyMathematicsOpticsPhysicsBiologySpectroscopy and Chemometric AnalysesPetroleum Processing and AnalysisOil Spill Detection and Mitigation