IMIX: a multivariate mixture model approach to association analysis through multi-omics data integration.
Ziqiao WangPeng WeiPublished in: Bioinform. (2021)
Keyphrases
- data integration
- mixture model
- association analysis
- data sources
- generative model
- data management
- data model
- em algorithm
- databases
- expectation maximization
- association rule mining
- data warehouse
- probabilistic model
- text mining
- model selection
- language model
- maximum likelihood
- data warehousing
- cluster analysis
- unsupervised learning
- business intelligence
- database systems
- data mining
- machine learning
- association rules
- dimensionality reduction
- biological data
- data sets