How to Choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice.
Tom VermeireThibault LaugelXavier RenardDavid MartensMarcin DetynieckiPublished in: PKDD/ECML Workshops (1) (2021)
Keyphrases
- high accuracy
- detection method
- objective function
- experimental evaluation
- similarity measure
- synthetic data
- preprocessing
- prior knowledge
- significant improvement
- cost function
- clustering method
- probabilistic model
- high precision
- segmentation method
- experimental study
- image sequences
- computationally efficient
- support vector machine
- dynamic programming
- pairwise
- computational complexity
- edge detection
- model selection
- main contribution
- support vector
- energy function
- training data
- mathematical model
- statistical model
- decision trees
- fully automatic
- optimization method