Towards a Rigorous Evaluation of XAI Methods on Time Series.
Udo SchlegelHiba ArnoutMennatallah El-AssadyDaniela OelkeDaniel A. KeimPublished in: CoRR (2019)
Keyphrases
- significant improvement
- gold standard
- evaluation methods
- empirical studies
- evaluation criteria
- video sequences
- computer vision
- image sequences
- computational cost
- neural network
- non stationary
- classification method
- machine learning methods
- evaluation metrics
- feature selection
- dynamic time warping
- artificial intelligence