A component overlapping attribute clustering (COAC) algorithm for single-cell RNA sequencing data analysis and potential pathobiological implications.
He PengXiangxiang ZengYadi ZhouDefu ZhangRuth NussinovFeixiong ChengPublished in: PLoS Comput. Biol. (2019)
Keyphrases
- k means
- clustering method
- objective function
- detection algorithm
- learning algorithm
- similarity measure
- data analysis
- clustering algorithm
- synthetic datasets
- dynamic programming
- synthetic and real datasets
- neural network
- distance metric
- expectation maximization
- cost function
- preprocessing
- computational complexity
- probabilistic model
- particle swarm optimization
- search space
- spectral clustering
- bayesian networks
- clustering quality
- image segmentation