WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values
Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Brandon Foreman, Vignesh Subbian
Topics & Concepts
Computer scienceMachine learningUnpackingArtificial intelligenceSeries (stratigraphy)Time seriesComputationDomain (mathematical analysis)Sequence (biology)Data miningAlgorithmMathematicsLinguisticsBiologyPaleontologyGeneticsMathematical analysisPhilosophyMachine Learning in HealthcareExplainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare