SMACE: A New Method for the Interpretability of Composite Decision Systems.
Gianluigi LopardoDamien GarreauFrédéric PreciosoGreger OttossonPublished in: ECML/PKDD (1) (2022)
Keyphrases
- synthetic data
- sensitivity analysis
- experimental evaluation
- detection method
- evaluation method
- high precision
- computational cost
- decision makers
- computationally efficient
- prediction accuracy
- theoretical analysis
- optimization method
- decision problems
- complex systems
- clustering method
- support vector machine svm
- neural network
- mutual information
- pairwise
- computational complexity
- objective function
- image processing
- learning algorithm
- information retrieval