A method for explaining Bayesian networks for legal evidence with scenarios.
Charlotte S. VlekHenry PrakkenSilja RenooijBart VerheijPublished in: Artif. Intell. Law (2016)
Keyphrases
- bayesian networks
- experimental evaluation
- objective function
- data sets
- high precision
- significant improvement
- prior knowledge
- optimization method
- segmentation method
- classification accuracy
- theoretical analysis
- fully automatic
- classification method
- high accuracy
- incomplete data
- legal knowledge
- detection method
- optimization algorithm
- graphical models
- support vector machine
- probabilistic model
- computational cost
- cost function
- support vector
- multiscale
- clustering algorithm
- feature selection