Selecting treatment strategies with dynamic limited-memory influence diagrams.
Marcel van GervenFrancisco Javier DíezBabs G. TaalPeter J. F. LucasPublished in: Artif. Intell. Medicine (2007)
Keyphrases
- limited memory
- influence diagrams
- decision problems
- sensitivity analysis
- decision analysis
- decision models
- probabilistic inference
- decision making
- graphical models
- dynamic environments
- real time
- sliding window
- belief networks
- quasi newton method
- data streams
- bayesian networks
- memory space
- past observations
- data sets
- optimal policy
- data mining
- neural network