InceptionTime: Finding AlexNet for time series classification
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
Topics & Concepts
Computer scienceArtificial intelligenceDeep learningSeries (stratigraphy)Convolutional neural networkTime seriesMachine learningCategorizationPattern recognition (psychology)State (computer science)Artificial neural networkDeep neural networksEnsemble learningTime complexityRecurrent neural networkData miningTime Series Analysis and ForecastingMachine Learning in HealthcareStock Market Forecasting Methods