| Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian Filtering | Jun 15, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Next Generation Reservoir Computing | Jun 14, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Graph Neural Network-Based Anomaly Detection in Multivariate Time Series | Jun 13, 2021 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| Semi-supervised Time Series Classification by Temporal Relation Prediction | Jun 11, 2021 | ClassificationPrediction | CodeCode Available | 1 |
| WAX-ML: A Python library for machine learning and feedback loops on streaming data | Jun 11, 2021 | BIG-bench Machine Learningreinforcement-learning | CodeCode Available | 1 |
| Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection | Jun 10, 2021 | Fire DetectionMultivariate Time Series Forecasting | CodeCode Available | 1 |
| RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting | Jun 10, 2021 | Bayesian InferenceSpatio-Temporal Forecasting | CodeCode Available | 1 |
| Explaining Time Series Predictions with Dynamic Masks | Jun 9, 2021 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 1 |
| Neighborhood Contrastive Learning Applied to Online Patient Monitoring | Jun 9, 2021 | BIG-bench Machine LearningContrastive Learning | CodeCode Available | 1 |
| Deep Learning Statistical Arbitrage | Jun 8, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| Parameter Inference with Bifurcation Diagrams | Jun 8, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Manifold Topology Divergence: a Framework for Comparing Data Manifolds | Jun 8, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| When in Doubt: Neural Non-Parametric Uncertainty Quantification for Epidemic Forecasting | Jun 7, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Deep Switching State Space Model (DS^3M) for Nonlinear Time Series Forecasting with Regime Switching | Jun 4, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Price graphs: Utilizing the structural information of financial time series for stock prediction | Jun 4, 2021 | Stock PredictionTime Series | CodeCode Available | 1 |
| Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding | Jun 1, 2021 | ClusteringRepresentation Learning | CodeCode Available | 1 |
| Fast, Accurate and Interpretable Time Series Classification Through Randomization | May 31, 2021 | ClassificationTime Series | CodeCode Available | 1 |
| Generative Network-Based Reduced-Order Model for Prediction, Data Assimilation and Uncertainty Quantification | May 28, 2021 | EpidemiologyTime Series | CodeCode Available | 1 |
| Arbitrage-free neural-SDE market models | May 24, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Deep Learning-based Damage Mapping with InSAR Coherence Time Series | May 24, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| Manifold Topology Divergence: a Framework for Comparing Data Manifolds. | May 21, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Monash Time Series Forecasting Archive | May 14, 2021 | Missing ValuesTime Series | CodeCode Available | 1 |
| Paying Attention to Astronomical Transients: Introducing the Time-series Transformer for Photometric Classification | May 13, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| Real-Time Anomaly Detection and Feature Analysis Based on Time Series for Surveillance Video | May 11, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting | May 10, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
