Covering Hierarchical Dirichlet Mixture Models on binary data to enhance genomic stratifications in onco-hematology.
Daniele Dall'OlioEric SträngAmin T. TurkiJesse M. TetteroMartje BarbusRenate Schulze-RathJavier Martinez EliceguiTommaso MatteuzziAlessandra MerlottiLuciana CarotaClaudia SalaMatteo G. Della PortaEnrico GiampieriJesús María Hernández-RivasLars BullingerGastone C. CastellaniPublished in: PLoS Comput. Biol. (2024)
Keyphrases
- mixture model
- binary data
- em algorithm
- gaussian mixture model
- formal concept analysis
- density estimation
- generative model
- unsupervised learning
- expectation maximization
- high dimensional
- probabilistic model
- dirichlet distribution
- dirichlet prior
- categorical data
- language model
- maximum likelihood
- data sets
- model selection
- continuous data
- mixture modeling
- hierarchical structure
- hierarchical clustering
- pattern discovery
- image processing
- feature extraction
- information retrieval