| Accuracy of neural networks for the simulation of chaotic dynamics: precision of training data vs precision of the algorithm | Jul 8, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands | Jul 8, 2020 | Deep LearningEvent Detection | —Unverified | 0 |
| Classification with 2-D Convolutional Neural Networks for breast cancer diagnosis | Jul 7, 2020 | ClassificationDiagnostic | CodeCode Available | 0 |
| Multivariate Time Series Classification Using Spiking Neural Networks | Jul 7, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Compact representation of temporal processes in echosounder time series via matrix decomposition | Jul 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks | Jul 6, 2020 | Graph Neural NetworkTime Series | CodeCode Available | 0 |
| Inference on the change point in high dimensional time series models via plug in least squares | Jul 3, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| High-recall causal discovery for autocorrelated time series with latent confounders | Jul 3, 2020 | Causal DiscoveryTime Series | —Unverified | 0 |
| Accurate Characterization of Non-Uniformly Sampled Time Series using Stochastic Differential Equations | Jul 2, 2020 | Bayesian OptimizationCompressive Sensing | CodeCode Available | 0 |
| Path Signatures on Lie Groups | Jul 2, 2020 | Action RecognitionTemporal Action Localization | CodeCode Available | 0 |
| Handling Variable-Dimensional Time Series with Graph Neural Networks | Jul 1, 2020 | Activity RecognitionGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation | Jun 30, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Semi-supervised Sequential Generative Models | Jun 30, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Coloured noise time series as appropriate models for environmental variation in artificial evolutionary systems | Jun 29, 2020 | Artificial LifeTime Series | —Unverified | 0 |
| Neural Time Warping For Multiple Sequence Alignment | Jun 29, 2020 | Multiple Sequence AlignmentTime Series | —Unverified | 0 |
| Cyclical Electromechanical Error Denial System Using Matrix Profile | Jun 29, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Development of an Algorithm for Identifying Changes in System Dynamics from Time Series | Jun 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Investigation of Traffic Density Changes inside Wuhan during the COVID-19 Epidemic with GF-2 Time-Series Images | Jun 26, 2020 | Anomaly DetectionTime Series | —Unverified | 0 |
| Forecasting Precipitable Water Vapor Using LSTMs | Jun 26, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming | Jun 26, 2020 | Decision MakingTime Series | —Unverified | 0 |
| Improving MF-DFA model with applications in precious metals market | Jun 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Model of the Fed's View on Inflation | Jun 25, 2020 | modelTime Series | CodeCode Available | 0 |
| Combining Ensemble Kalman Filter and Reservoir Computing to predict spatio-temporal chaotic systems from imperfect observations and models | Jun 25, 2020 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| On Multivariate Singular Spectrum Analysis and its Variants | Jun 24, 2020 | ImputationTime Series | —Unverified | 0 |
| Physics-informed machine learning for sensor fault detection with flight test data | Jun 23, 2020 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |