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| Gated Res2Net for Multivariate Time Series Analysis | Sep 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Forecasting time series with encoder-decoder neural networks | Sep 18, 2020 | DecoderTime Series | —Unverified | 0 |
| Explainable boosted linear regression for time series forecasting | Sep 18, 2020 | Decision MakingPrediction Intervals | —Unverified | 0 |
| Evaluation of Local Explanation Methods for Multivariate Time Series Forecasting | Sep 18, 2020 | BIG-bench Machine LearningMultivariate Time Series Forecasting | —Unverified | 0 |
| Tropical time series, iterated-sums signatures and quasisymmetric functions | Sep 17, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Automatic deep learning for trend prediction in time series data | Sep 17, 2020 | AutoMLDeep Learning | —Unverified | 0 |
| Indoor environment data time-series reconstruction using autoencoder neural networks | Sep 17, 2020 | Missing ValuesTime Series | —Unverified | 0 |
| Simplicial persistence of financial markets: filtering, generative processes and portfolio risk | Sep 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time your hedge with Deep Reinforcement Learning | Sep 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Matrix Profile XXII: Exact Discovery of Time Series Motifs under DTW | Sep 16, 2020 | ClusteringDynamic Time Warping | CodeCode Available | 0 |
| An analysis of deep neural networks for predicting trends in time series data | Sep 16, 2020 | Speech RecognitionTime Series | —Unverified | 0 |
| Frequency-based Multi Task learning With Attention Mechanism for Fault Detection In Power Systems | Sep 15, 2020 | Fault DetectionMulti-Task Learning | —Unverified | 0 |
| Recent scaling properties of Bitcoin price returns | Sep 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Quantities of Interest from Dynamical Systems for Observation-Consistent Inversion | Sep 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Healthcare Cost Prediction: Leveraging Fine-grain Temporal Patterns | Sep 14, 2020 | PredictionTime Series | —Unverified | 0 |
| Learning Hidden Patterns from Patient Multivariate Time Series Data Using Convolutional Neural Networks: A Case Study of Healthcare Cost Prediction | Sep 14, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatio-Temporal Functional Neural Networks | Sep 11, 2020 | regressionTime Series | —Unverified | 0 |
| Accelerated solving of coupled, non-linear ODEs through LSTM-AI | Sep 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| RF-Based Low-SNR Classification of UAVs Using Convolutional Neural Networks | Sep 11, 2020 | Drone ControllerGeneral Classification | —Unverified | 0 |
| Symplectic Gaussian Process Regression of Hamiltonian Flow Maps | Sep 11, 2020 | Numerical Integrationregression | —Unverified | 0 |
| Covid-19 impact on cryptocurrencies: evidence from a wavelet-based Hurst exponent | Sep 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Factor-Driven Two-Regime Regression | Sep 10, 2020 | regressionTime Series | CodeCode Available | 0 |
| Predicting COVID-19 cases using Bidirectional LSTM on multivariate time series | Sep 10, 2020 | ClusteringTime Series | —Unverified | 0 |
| Actionable Interpretation of Machine Learning Models for Sequential Data: Dementia-related Agitation Use Case | Sep 10, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |