| Evaluation of Local Explanation Methods for Multivariate Time Series Forecasting | Sep 18, 2020 | BIG-bench Machine LearningMultivariate Time Series Forecasting | —Unverified | 0 |
| TODS: An Automated Time Series Outlier Detection System | Sep 18, 2020 | Outlier DetectionTime Series | CodeCode Available | 2 |
| Forecasting time series with encoder-decoder neural networks | Sep 18, 2020 | DecoderTime Series | —Unverified | 0 |
| Time-series Imputation and Prediction with Bi-Directional Generative Adversarial Networks | Sep 18, 2020 | ImputationMissing Elements | CodeCode Available | 1 |
| Neural Rough Differential Equations for Long Time Series | Sep 17, 2020 | Irregular Time SeriesTime Series | CodeCode Available | 1 |
| Tropical time series, iterated-sums signatures and quasisymmetric functions | Sep 17, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Time series forecasting with Gaussian Processes needs priors | Sep 17, 2020 | Gaussian ProcessesTime Series | CodeCode Available | 1 |
| 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 |
| TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks | Sep 16, 2020 | Anomaly DetectionBenchmarking | CodeCode Available | 2 |
| Recent scaling properties of Bitcoin price returns | Sep 15, 2020 | Time SeriesTime Series Analysis | —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 |
| 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 |
| Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data | Sep 12, 2020 | DenoisingDiversity | CodeCode Available | 1 |
| RF-Based Low-SNR Classification of UAVs Using Convolutional Neural Networks | Sep 11, 2020 | Drone ControllerGeneral Classification | —Unverified | 0 |
| Covid-19 impact on cryptocurrencies: evidence from a wavelet-based Hurst exponent | Sep 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Accelerated solving of coupled, non-linear ODEs through LSTM-AI | Sep 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Applications of Deep Neural Networks with Keras | Sep 11, 2020 | Deep LearningTime Series | CodeCode Available | 3 |
| Spatio-Temporal Functional Neural Networks | Sep 11, 2020 | regressionTime Series | —Unverified | 0 |
