A Personalized Low-Rank Subspace Clustering Method Based on Locality and Similarity Constraints for scRNA-seq Data Analysis.
Tian-Jing QiaoJin-Xing LiuJunliang ShangShasha YuanChun-Hou ZhengJuan WangPublished in: IEEE J. Biomed. Health Informatics (2023)
Keyphrases
- clustering method
- similarity measure
- data analysis
- cluster analysis
- constrained clustering
- clustering analysis
- dissimilarity measure
- clustering algorithm
- spectral clustering
- subspace clustering
- similarity matrix
- k means
- document clustering
- hierarchical clustering
- fuzzy c means
- machine learning
- similarity metric
- clustering result
- clustering framework
- affinity propagation
- hierarchical agglomerative clustering
- high dimensional data
- knn
- image processing
- data sets
- classical clustering algorithms