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Validation of XAI explanations for multivariate time series classification in the maritime domain

Manjunatha Veerappa, Mathias Anneken, Nadia Burkart, Marco F. Huber

2021Journal of Computational Science38 citationsDOI

Topics & Concepts

Computer scienceUnivariateArtificial intelligenceMultivariate statisticsDomain (mathematical analysis)Machine learningSeries (stratigraphy)Task (project management)Data miningMathematicsPaleontologyBiologyEconomicsMathematical analysisManagementExplainable Artificial Intelligence (XAI)Bayesian Modeling and Causal InferenceStock Market Forecasting Methods
Validation of XAI explanations for multivariate time series classification in the maritime domain | Litcius