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Time Series

Papers

Showing 85268550 of 9169 papers

TitleStatusHype
DTW-Merge: A Novel Data Augmentation Technique for Time Series ClassificationCode0
Boosting MLPs with a Coarsening Strategy for Long-Term Time Series ForecastingCode0
A bootstrap test to detect prominent Granger-causalities across frequenciesCode0
Monotonic Gaussian Process FlowCode0
DSSRNN: Decomposition-Enhanced State-Space Recurrent Neural Network for Time-Series AnalysisCode0
DSANet: Dual Self-Attention Network for Multivariate Time Series ForecastingCode0
FocusLearn: Fully-Interpretable, High-Performance Modular Neural Networks for Time SeriesCode0
Dropout Feature Ranking for Deep Learning ModelsCode0
Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural NetworkCode0
Model Selection with a Shapelet-based Distance Measure for Multi-source Transfer Learning in Time Series ClassificationCode0
Block-Structure Based Time-Series Models For Graph SequencesCode0
Model selection in reconciling hierarchical time seriesCode0
Model Selection for Time Series Forecasting: Empirical Analysis of Different EstimatorsCode0
Modelling stellar activity with Gaussian process regression networksCode0
Sparse Transformer with Local and Seasonal Adaptation for Multivariate Time Series ForecastingCode0
Block Hankel Tensor ARIMA for Multiple Short Time Series ForecastingCode0
Anomalous Agreement: How to find the Ideal Number of Anomaly Classes in Correlated, Multivariate Time Series DataCode0
Do We Need an Encoder-Decoder to Model Dynamical Systems on Networks?Code0
Concurrent Neural Network : A model of competition between times seriesCode0
Data-driven Modeling and Inference for Bayesian Gaussian Process ODEs via Double Normalizing FlowsCode0
Double Articulation Analyzer with Prosody for Unsupervised Word and Phoneme DiscoveryCode0
Don't Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNsCode0
Modeling The Intensity Function Of Point Process Via Recurrent Neural NetworksCode0
Modeling the Dynamics of Growth in Master-Planned CommunitiesCode0
Modeling state-transition dynamics in resting-state brain signals by the hidden Markov and Gaussian mixture modelsCode0
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