Explainable Artificial Intelligence: A Review and Case Study on Model-Agnostic Methods.
Khadija LetracheMohammed RamdaniPublished in: SITA (2023)
Keyphrases
- artificial intelligence
- case study
- statistical model
- classification method
- linear regression
- computational model
- intelligent systems
- probabilistic model
- formal model
- high level
- mathematical models
- significant improvement
- monte carlo simulation
- statistical models
- objective function
- linear models
- data sets
- ai methods
- statistical methods
- experimental data
- benchmark datasets
- parameter estimation
- theoretical analysis
- em algorithm
- software engineering
- management system
- cost function
- prior knowledge
- expert systems
- preprocessing
- video sequences
- similarity measure
- genetic algorithm