Introducing Δ-XAI: a novel sensitivity-based method for local AI explanations.
Alessandro De CarloEnea ParimbelliNicola MelilloGiovanna NicoraPublished in: CoRR (2024)
Keyphrases
- high accuracy
- experimental evaluation
- sensitivity analysis
- high precision
- main contribution
- objective function
- preprocessing
- theoretical analysis
- neural network
- fully automatic
- detection method
- clustering method
- image processing
- computational complexity
- cost function
- significant improvement
- prior knowledge
- computationally efficient
- em algorithm
- mathematical model
- classification method
- machine learning
- expert systems