A model-agnostic, network theory-based framework for supporting XAI on classifiers.
Gianluca BonifaziFrancesco CauteruccioEnrico CorradiniMichele MarchettiGiorgio TerracinaDomenico UrsinoLuca VirgiliPublished in: Expert Syst. Appl. (2024)
Keyphrases
- computational model
- theoretical framework
- network model
- mathematical framework
- probabilistic model
- formal model
- mathematical model
- theoretical foundation
- classification models
- conceptual framework
- management system
- computational models
- bayesian framework
- conceptual model
- modeling framework
- neural network model
- network structure
- support vector
- high level
- network traffic
- neural network
- classification algorithm
- process model
- feature space
- linear classifiers
- decision theory
- power law
- decision trees
- feature selection