most citedK-Nearest-Neighbors Induced Topological PCA for scRNA Sequence Data Analysis

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math.AT2023

PLPCA: Persistent Laplacian Enhanced-PCA for Microarray Data Analysis

Sean Cottrell, Rui Wang, Guowei Wei

Over the years, Principal Component Analysis (PCA) has served as the baseline approach for dimensionality reduction in gene expression data analysis. It primary objective is to ide…