Counterfactual Explanations for Prediction and Diagnosis in XAI.
Xinyue DaiMark T. KeaneLaurence ShallooElodie RuelleRuth M. J. ByrnePublished in: AIES (2022)
Keyphrases
- prediction accuracy
- causal reasoning
- prediction model
- prediction algorithm
- medical diagnosis
- model based diagnosis
- fault diagnosis
- multiple faults
- data mining
- artificial neural networks
- neural network
- multiscale
- prediction error
- case study
- decision making
- logical framework
- learning algorithm
- genetic algorithm
- medical diagnostic