Geometry and statistics-preserving manifold embedding for nonlinear dimensionality reduction
Md Tauhidul Islam, Lei Xing
Topics & Concepts
IsomapNonlinear dimensionality reductionDimensionality reductionEmbeddingManifold (fluid mechanics)Computer scienceData pointArtificial intelligenceVisualizationCurse of dimensionalityMathematicsPattern recognition (psychology)AlgorithmMechanical engineeringEngineeringSingle-cell and spatial transcriptomicsDomain Adaptation and Few-Shot LearningCancer-related molecular mechanisms research