Scalable multi-sample single-cell data analysis by Partition-Assisted Clustering and Multiple Alignments of Networks.
Ye Henry LiDangna LiNikolay SamusikXiaowei WangLeying GuanGarry P. NolanWing Hung WongPublished in: PLoS Comput. Biol. (2017)
Keyphrases
- data analysis
- clustering algorithm
- clustering method
- multiple clusterings
- cluster analysis
- data mining
- parameter free
- clustering ensemble
- data collection
- data points
- k means
- complex networks
- neural network
- normalized cut
- homogeneous groups
- clustering analysis
- cluster centers
- categorical data
- network analysis
- spectral clustering
- network structure
- outlier detection
- high dimensional data
- unsupervised learning
- data processing