How Case-Based Reasoning Explains Neural Networks: A Theoretical Analysis of XAI Using Post-Hoc Explanation-by-Example from a Survey of ANN-CBR Twin-Systems.
Mark T. KeaneEoin M. KennyPublished in: ICCBR (2019)
Keyphrases
- case based reasoning
- theoretical analysis
- neural network
- artificial neural networks
- post hoc
- expert systems
- case base
- cbr systems
- back propagation
- neuro fuzzy systems
- using artificial neural networks
- numerical simulations
- intelligent systems
- case based reasoning systems
- artificial intelligence
- rule based reasoning
- adaptation knowledge
- model based reasoning
- genetic algorithm
- recurrent neural networks
- decision support system
- decision trees
- activation function
- knowledge engineering
- case library
- complex systems
- pattern recognition
- web services
- growing cell structures