JLONMFSC: Clustering scRNA-seq data based on joint learning of non-negative matrix factorization and subspace clustering
Wei Lan, Mingyang Liu, Jianwei Chen, Ye Jin, Ruiqing Zheng, Xiaoshu Zhu, Wei Peng
Topics & Concepts
Cluster analysisComputer scienceMatrix decompositionRank (graph theory)Artificial intelligenceSubspace topologyClustering high-dimensional dataNon-negative matrix factorizationData miningPattern recognition (psychology)GraphMachine learningMathematicsTheoretical computer scienceEigenvalues and eigenvectorsPhysicsCombinatoricsQuantum mechanicsSingle-cell and spatial transcriptomicsExtracellular vesicles in diseaseMicroRNA in disease regulation