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Boosting the generalization ability of Vis-NIR-spectroscopy-based regression models through dimension reduction and transfer learning

Xiaoli Li, Zexi Li, Xufeng Yang, Yong He

2021Computers and Electronics in Agriculture69 citationsDOI

Topics & Concepts

Partial least squares regressionCalibrationGeneralizationTransfer of learningPattern recognition (psychology)Dimensionality reductionMathematicsArtificial intelligenceRegressionDimension (graph theory)Computer scienceBiological systemStatisticsBiologyPure mathematicsMathematical analysisSpectroscopy and Chemometric AnalysesWater Quality Monitoring and AnalysisSmart Agriculture and AI
Boosting the generalization ability of Vis-NIR-spectroscopy-based regression models through dimension reduction and transfer learning | Litcius