XEM: An explainable-by-design ensemble method for multivariate time series classification
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
Topics & Concepts
Boosting (machine learning)Computer scienceMultivariate statisticsClassifier (UML)Machine learningArtificial intelligenceEnsemble learningMissing dataDivide and conquer algorithmsVariance (accounting)Time seriesData miningSeries (stratigraphy)Pattern recognition (psychology)AlgorithmPaleontologyBiologyAccountingBusinessTime Series Analysis and ForecastingAnomaly Detection Techniques and ApplicationsStock Market Forecasting Methods