Analysis and Classification of Frequency-Domain Terahertz Reflection Spectra Using Supervised and Unsupervised Dimensionality Reduction Methods
Paweł Piotr Cielecki, Mathias Hedegaard Kristensen, Esben Skovsen
Topics & Concepts
Dimensionality reductionLinear discriminant analysisPrincipal component analysisComputer scienceTerahertz radiationPattern recognition (psychology)Artificial intelligencePreprocessorTerahertz spectroscopy and technologyCurse of dimensionalitySupervised learningMachine learningUnsupervised learningChemometricsData miningArtificial neural networkOpticsPhysicsTerahertz technology and applicationsPlant and animal studiesInsect and Arachnid Ecology and Behavior