K-nearest-neighbors induced topological PCA for single cell RNA-sequence data analysis
Sean Cottrell, Yuta Hozumi, Guo‐Wei Wei
Topics & Concepts
Sequence (biology)k-nearest neighbors algorithmComputer scienceComputational biologyPattern recognition (psychology)Topological data analysisPrincipal component analysisTopology (electrical circuits)RNAArtificial intelligenceData miningAlgorithmMathematicsCombinatoricsBiologyGeneticsGeneSingle-cell and spatial transcriptomicsCancer-related molecular mechanisms researchRNA modifications and cancer