TSEvo: Evolutionary Counterfactual Explanations for Time Series Classification.
Jacqueline HölligCedric KulbachSteffen ThomaPublished in: ICMLA (2022)
Keyphrases
- evolutionary optimization
- genetic algorithm
- evolutionary computation
- generating explanations
- moving target defense
- evolutionary process
- logical framework
- nearest neighbor
- sampling methods
- evolutionary algorithm
- training data
- causal reasoning
- evolutionary clustering
- domain knowledge
- dynamic time warping
- domain theory
- feature selection
- evolutionary robotics
- computer vision
- neural network