Litcius/Paper detail

TS-CHIEF: a scalable and accurate forest algorithm for time series classification

Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb

2020Data Mining and Knowledge Discovery179 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceScalabilityAutomatic summarizationSeries (stratigraphy)Classifier (UML)Time seriesEmbeddingData miningAlgorithmTime complexityMachine learningArtificial intelligenceTraining setSet (abstract data type)Data setStatistical classificationWord embeddingDomain (mathematical analysis)Fraction (chemistry)Time domainData typePattern recognition (psychology)Time Series Analysis and ForecastingMachine Learning in HealthcareStock Market Forecasting Methods