Bidirectional LSTM-RNN-based hybrid deep learning frameworks for univariate time series classification
Mehak Khan, Hongzhi Wang, Adnan Riaz, Aya El-Fatyany, Sajida Karim
Topics & Concepts
Computer scienceUnivariateArtificial intelligenceDeep learningMachine learningRecurrent neural networkTime seriesFeature (linguistics)Convolutional neural networkBaseline (sea)Range (aeronautics)Series (stratigraphy)State (computer science)Data miningArtificial neural networkMultivariate statisticsAlgorithmPaleontologyComposite materialMaterials scienceBiologyPhilosophyLinguisticsOceanographyGeologyTime Series Analysis and ForecastingAnomaly Detection Techniques and ApplicationsMusic and Audio Processing