Generating Sparse Counterfactual Explanations for Multivariate Time Series
Jana Lang, Martin A. Giese, Winfried Ilg, Sebastian Otte
Topics & Concepts
InterpretabilityCounterfactual thinkingComputer scienceSalientMachine learningArtificial intelligenceClassifier (UML)Multivariate statisticsBenchmark (surveying)Series (stratigraphy)Generative grammarClass (philosophy)Data miningPattern recognition (psychology)EpistemologyGeographyPaleontologyPhilosophyBiologyGeodesyExplainable Artificial Intelligence (XAI)Machine Learning in HealthcareAnomaly Detection Techniques and Applications