| Masked Multi-Step Multivariate Time Series Forecasting with Future Information | Sep 28, 2022 | Demand ForecastingMultivariate Time Series Forecasting | —Unverified | 0 |
| Experimental study of time series forecasting methods for groundwater level prediction | Sep 28, 2022 | ManagementTime Series | CodeCode Available | 0 |
| Towards Automatic Forecasting: Evaluation of Time-Series Forecasting Models for Chickenpox Cases Estimation in Hungary | Sep 28, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Active Transfer Prototypical Network: An Efficient Labeling Algorithm for Time-Series Data | Sep 28, 2022 | Active LearningFew-Shot Learning | —Unverified | 0 |
| Retrieval Based Time Series Forecasting | Sep 27, 2022 | ImputationRetrieval | —Unverified | 0 |
| DynImp: Dynamic Imputation for Wearable Sensing Data Through Sensory and Temporal Relatedness | Sep 26, 2022 | Activity RecognitionDenoising | —Unverified | 0 |
| Myopia prediction for adolescents via time-aware deep learning | Sep 26, 2022 | Deep LearningPrediction | —Unverified | 0 |
| A Deep Learning Approach to Analyzing Continuous-Time Systems | Sep 25, 2022 | Deep LearningTime Series | CodeCode Available | 1 |
| High-Resolution Satellite Imagery for Modeling the Impact of Aridification on Crop Production | Sep 25, 2022 | Earth ObservationTime Series | —Unverified | 0 |
| DeepVol: Volatility Forecasting from High-Frequency Data with Dilated Causal Convolutions | Sep 23, 2022 | Computational EfficiencyTime Series | —Unverified | 0 |
| Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting | Sep 23, 2022 | Graph Neural NetworkProduction Forecasting | —Unverified | 0 |
| Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions | Sep 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Robust and Explainable Data-Driven Anomaly Detection Approach For Power Electronics | Sep 23, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Multivariate Wasserstein Functional Connectivity for Autism Screening | Sep 23, 2022 | Functional ConnectivityTime Series | —Unverified | 0 |
| Optimal Stopping with Gaussian Processes | Sep 22, 2022 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Deep learning based sferics recognition for AMT data processing in the dead band | Sep 22, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| StyleTime: Style Transfer for Synthetic Time Series Generation | Sep 22, 2022 | Data AugmentationStyle Transfer | —Unverified | 0 |
| Combined Unbalanced Distribution System State and Line Impedance Matrix Estimation | Sep 22, 2022 | ManagementState Estimation | —Unverified | 0 |
| STING: Self-attention based Time-series Imputation Networks using GAN | Sep 22, 2022 | ImputationMissing Values | —Unverified | 0 |
| Multiscale Comparison of Nonparametric Trend Curves | Sep 22, 2022 | ClusteringTime Series | —Unverified | 0 |
| Anomaly Detection on Financial Time Series by Principal Component Analysis and Neural Networks | Sep 22, 2022 | Anomaly DetectionImputation | CodeCode Available | 0 |
| Robust Forecasting for Robotic Control: A Game-Theoretic Approach | Sep 22, 2022 | Self-Driving CarsTime Series | —Unverified | 0 |
| Contrastive Learning for Time Series on Dynamic Graphs | Sep 21, 2022 | Activity RecognitionAnomaly Detection | —Unverified | 0 |
| Review of Time Series Forecasting Methods and Their Applications to Particle Accelerators | Sep 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DeepVARwT: Deep Learning for a VAR Model with Trend | Sep 21, 2022 | Deep LearningTime Series | CodeCode Available | 1 |