Why Should I Trust Your Explanation? An Evaluation Approach for XAI Methods Applied to Predictive Process Monitoring Results.
Ghada El-KhawagaOmar M. ElzekiMervat Abu-ElkheirManfred ReichertPublished in: IEEE Trans. Artif. Intell. (2024)
Keyphrases
- methods can be applied
- benchmark datasets
- gold standard
- significant improvement
- computationally expensive
- evaluation methods
- real time
- empirical studies
- high dimensional
- preprocessing
- machine learning methods
- qualitative and quantitative
- evaluation metrics
- evaluation criteria
- multiscale
- evaluation methodology
- methods require
- artificial intelligence