Using Agent-Based Simulations to Evaluate Bayesian Networks for Criminal Scenarios.
Ludi van LeeuwenBart VerheijRineke VerbruggeSilja RenooijPublished in: ICAIL (2023)
Keyphrases
- agent based simulations
- bayesian networks
- multi agent
- probabilistic reasoning
- real world
- learning bayesian networks
- hidden variables
- probabilistic model
- probability distribution
- social network analysis
- information sharing
- incomplete data
- multiply sectioned bayesian networks
- law enforcement
- expert knowledge
- conditional probabilities
- conditional independence
- structure learning
- inter organizational
- bayesian belief networks
- bayesian network classifiers
- data integration
- data collection
- machine learning