Augmenting NIR Spectra in deep regression to improve calibration
Mark Wohlers, Andrew McGlone, Eibe Frank, Geoffrey Holmes
Topics & Concepts
OverfittingPartial least squares regressionRobustness (evolution)Convolutional neural networkComputer scienceRegressionNear-infrared spectroscopyArtificial neural networkArtificial intelligencePattern recognition (psychology)CalibrationMachine learningRegression analysisSimple linear regressionData miningStatisticsMathematicsChemistryBiologyGeneNeuroscienceBiochemistrySpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchAdvanced Chemical Sensor Technologies