On the Impact of Neighbourhood Sampling to Satisfy Sufficiency and Necessity Criteria in Explainable AI.
Urja PawarChristian BederRuairi O'ReillyDonna O'SheaPublished in: CLeaR (2024)
Keyphrases
- artificial intelligence
- expert systems
- evaluation criteria
- case based reasoning
- intelligent systems
- monte carlo
- data sets
- ai community
- ai systems
- selection criteria
- sampling methods
- multi criteria
- random sampling
- knowledge based systems
- knowledge representation
- machine learning
- databases
- database
- sample size
- clustering algorithm
- lecture notes in artificial intelligence
- genetic algorithm
- sampling strategy
- high impact