BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data.
Karine TungSteven De La TorreMohamed El MistiriRebecca Braga De BragancaEric B. HeklerMisha PavelDaniel E. RiveraPedja KlasnjaDonna Spruijt-MetzBenjamin M. MarlinPublished in: CHASE (2022)
Keyphrases
- modeling language
- probabilistic modeling
- domain specific
- probabilistic model
- metamodel
- general purpose
- bayesian inference
- bayesian networks
- declarative language
- uml profile
- code generation
- constraint language
- machine learning
- information theory
- latent variables
- software systems
- parameter learning
- business process modeling
- educational modeling languages