Letter to the Editor: on the stability and internal consistency of component-wise sparse mixture regression-based clustering.
Bo ZhangJianghua HeJinxiang HuDevin C. KoestlerPrabhakar ChalisePublished in: Briefings Bioinform. (2022)
Keyphrases
- clustering algorithm
- clustering method
- k means
- mixture modeling
- self organizing maps
- pairwise
- mixture model
- hierarchical clustering
- cluster analysis
- high dimensional
- constraint networks
- fuzzy clustering
- spectral clustering
- expectation maximization
- sparse representation
- high dimensional data
- probabilistic model
- outlier detection
- data points
- anomaly detection
- categorical data
- data mining tasks
- maximum likelihood
- clustering approaches
- cluster validation
- sufficient conditions