ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels
Angus Dempster, François Petitjean, Geoffrey I. Webb
Topics & Concepts
Computer scienceConvolutional neural networkClassifier (UML)Pattern recognition (psychology)Artificial intelligenceSeries (stratigraphy)Time seriesFocus (optics)Feature (linguistics)Machine learningComputational complexity theoryAlgorithmSimple (philosophy)Fraction (chemistry)Random forestCorrelationLinear classifierFeature extractionTime complexityData miningDeep learningTime Series Analysis and ForecastingMachine Learning in HealthcareStock Market Forecasting Methods