PROFET: Construction and Inference of DBNs Based on Mathematical Models.
Hamda AjmalMichael G. MaddenCatherine G. EnrightPublished in: CoRR (2019)
Keyphrases
- mathematical models
- dynamic bayesian networks
- exact inference
- mathematical model
- bayesian networks
- experimental data
- complex systems
- approximate inference
- physical phenomena
- belief nets
- mathematical modeling
- physical processes
- optimal strategy
- particle filtering
- graphical models
- artificial intelligence
- bayesian inference
- state variables
- structure learning
- ordinary differential equations
- structured prediction
- signal processing
- manufacturing processes