Uncertainty Aware AI ML: Why and How.
Lance M. KaplanFederico CeruttiMurat SensoyAlun D. PreecePaul SullivanPublished in: CoRR (2018)
Keyphrases
- artificial intelligence
- maximum likelihood
- expert systems
- decision theory
- uncertain data
- case based reasoning
- inherent uncertainty
- intelligent systems
- knowledge representation
- machine learning
- ai systems
- real world
- expected utility
- knowledge representation and reasoning
- database
- multiscale
- image sequences
- genetic algorithm
- incomplete information
- data sets
- belief functions
- real time
- uncertain information
- ai methods