| Stanza: A Nonlinear State Space Model for Probabilistic Inference in Non-Stationary Time Series | Jun 11, 2020 | Deep LearningState Space Models | —Unverified | 0 |
| Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting | Jun 11, 2020 | Machine TranslationTime Series | —Unverified | 0 |
| Model-Size Reduction for Reservoir Computing by Concatenating Internal States Through Time | Jun 11, 2020 | Edge-computingTime Series | —Unverified | 0 |
| Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification | Jun 11, 2020 | Dynamic Time WarpingGeneral Classification | —Unverified | 0 |
| Superconducting radio-frequency cavity fault classification using machine learning at Jefferson Laboratory | Jun 11, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Learning Continuous-Time Dynamics by Stochastic Differential Networks | Jun 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting | Jun 10, 2020 | Tensor DecompositionTime Series | —Unverified | 0 |
| Distribution Regression for Sequential Data | Jun 10, 2020 | regressionTime Series | —Unverified | 0 |
| Development of A Stochastic Traffic Environment with Generative Time-Series Models for Improving Generalization Capabilities of Autonomous Driving Agents | Jun 10, 2020 | Autonomous DrivingReinforcement Learning (RL) | —Unverified | 0 |
| Deep Learning with Attention Mechanism for Predicting Driver Intention at Intersection | Jun 10, 2020 | Autonomous VehiclesTime Series | —Unverified | 0 |
| Hierarchical regularization networks for sparsification based learning on noisy datasets | Jun 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Statistical Estimation of High-Dimensional Vector Autoregressive Models | Jun 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detecting structural perturbations from time series with deep learning | Jun 9, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| Sparse Dynamic Distribution Decomposition: Efficient Integration of Trajectory and Snapshot Time Series Data | Jun 9, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Deep learning of contagion dynamics on complex networks | Jun 9, 2020 | Deep LearningGraph Neural Network | —Unverified | 0 |
| tvGP-VAE: Tensor-variate Gaussian Process Prior Variational Autoencoder | Jun 8, 2020 | Gaussian ProcessesRepresentation Learning | —Unverified | 0 |
| Hybrid Model for Anomaly Detection on Call Detail Records by Time Series Forecasting | Jun 7, 2020 | Anomaly DetectionTime Series | —Unverified | 0 |
| A precise machine learning aided algorithm for land subsidence or upheave prediction from GNSS time series | Jun 6, 2020 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| Online learning of both state and dynamics using ensemble Kalman filters | Jun 6, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Multivariate Functional Singular Spectrum Analysis Over Different Dimensional Domains | Jun 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Analysis and Forecasting of COVID-19 Cases Using LSTM and ARIMA Models | Jun 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Dimensionless Anomaly Detection on Multivariate Streams with Variance Norm and Path Signature | Jun 5, 2020 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Prediction of short and long-term droughts using artificial neural networks and hydro-meteorological variables | Jun 3, 2020 | ManagementTime Series | —Unverified | 0 |
| A New Look to Three-Factor Fama-French Regression Model using Sample Innovations | Jun 3, 2020 | Econometricsregression | —Unverified | 0 |
| AdaVol: An Adaptive Recursive Volatility Prediction Method | Jun 3, 2020 | PredictionTime Series | CodeCode Available | 0 |