Taxonomy Informed Clustering, an Optimized Method for Purer and More Informative Clusters in Diversity Analysis and Microbiome Profiling.
Antonios KioukisMohsen PourjamKlaus NeuhausIlias LagkouvardosPublished in: Frontiers Bioinform. (2022)
Keyphrases
- clustering method
- hierarchical clustering
- detection method
- clustering algorithm
- unsupervised clustering
- significant improvement
- objective function
- similarity measure
- unsupervised learning
- k means
- clustering scheme
- hierarchical clustering algorithm
- self organizing maps
- cluster analysis
- spectral clustering
- hierarchical structure
- feature selection
- data objects
- data clustering
- segmentation method
- data analysis
- high accuracy
- preprocessing