Cross target attributes and sample types quantitative analysis modeling of near-infrared spectroscopy based on instance transfer learning
Yan Yu, Jipeng Huang, Shuaishi Liu, Juan Zhu, Shili Liang
Topics & Concepts
Transfer of learningPrincipal component analysisCalibrationNear-infrared spectroscopyExtreme learning machineComputer scienceBoosting (machine learning)Artificial intelligenceProcess (computing)Dimensionality reductionSpectroscopyMachine learningField (mathematics)Sample (material)Pattern recognition (psychology)Biological systemMathematicsChemistryArtificial neural networkStatisticsOpticsPhysicsPure mathematicsBiologyOperating systemChromatographyQuantum mechanicsSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchWater Quality Monitoring and Analysis