Clustering and variable selection evaluation of 13 unsupervised methods for multi-omics data integration.
Morgane Pierre-JeanJean-Francois DeleuzeEdith Le FlochFlorence MaugerPublished in: Briefings Bioinform. (2020)
Keyphrases
- data integration
- variable selection
- data exchange
- data model
- unsupervised methods
- cross validation
- databases
- high dimensional data
- data sources
- high dimensional
- data management
- clustering algorithm
- data warehouse
- biological data
- model selection
- k means
- clustering method
- dimension reduction
- unsupervised learning
- business intelligence
- cluster analysis
- data points
- data sets
- evaluation methods
- information retrieval
- feature selection
- support vector
- dimensionality reduction
- database
- semi supervised