Dimensionality reduction and unsupervised clustering for EELS-SI
Jinseok Ryu, Hyeohn Kim, Ryeong Myeong Kim, Sung‐Tae Kim, Jaeyeon Jo, Sangmin Lee, Ki Tae Nam, Young‐Chang Joo, Gyu‐Chul Yi, Jaejin Lee, Miyoung Kim
Topics & Concepts
Hyperspectral imagingCluster analysisDimensionality reductionPattern recognition (psychology)Reduction (mathematics)Cluster (spacecraft)Spectral lineCurse of dimensionalityComputer scienceArtificial intelligenceSpectral clusteringPrincipal component analysisUnsupervised learningBiological systemMathematicsPhysicsGeometryProgramming languageAstronomyBiologyMachine Learning in Materials ScienceElectron and X-Ray Spectroscopy TechniquesAdvanced Electron Microscopy Techniques and Applications