| Sig-SDEs model for quantitative finance | May 30, 2020 | modelModel Selection | —Unverified | 0 |
| Learning Efficient Representations of Mouse Movements to Predict User Attention | May 30, 2020 | Re-RankingTime Series | CodeCode Available | 0 |
| A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers | May 29, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Generalised Interpretable Shapelets for Irregular Time Series | May 28, 2020 | Audio ClassificationIrregular Time Series | CodeCode Available | 1 |
| Machine Learning Time Series Regressions with an Application to Nowcasting | May 28, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 |
| A reproduction rate which perfectly fits Covid-19 | May 27, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Discretize-Optimize vs. Optimize-Discretize for Time-Series Regression and Continuous Normalizing Flows | May 27, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| TSML (Time Series Machine Learnng) | May 27, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Recovery of surfaces and functions in high dimensions: sampling theory and links to neural networks | May 26, 2020 | DenoisingImage Denoising | —Unverified | 0 |
| Daily Middle-Term Probabilistic Forecasting of Power Consumption in North-East England | May 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Arm order recognition in multi-armed bandit problem with laser chaos time series | May 26, 2020 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Comparison of Recurrent Neural Network Architectures for Wildfire Spread Modelling | May 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Instance Explainable Temporal Network For Multivariate Timeseries | May 26, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Machine Learning-Based Unbalance Detection of a Rotating Shaft Using Vibration Data | May 26, 2020 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 1 |
| A Bayesian Approach for Predicting Food and Beverage Sales in Staff Canteens and Restaurants | May 26, 2020 | Additive modelsDemand Forecasting | —Unverified | 0 |
| Path Imputation Strategies for Signature Models of Irregular Time Series | May 25, 2020 | ImputationIrregular Time Series | CodeCode Available | 0 |
| Unsupervised Online Anomaly Detection On Irregularly Sampled Or Missing Valued Time-Series Data Using LSTM Networks | May 25, 2020 | Anomaly Detectionfeature selection | —Unverified | 0 |
| Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks | May 24, 2020 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Fractional trends and cycles in macroeconomic time series | May 23, 2020 | Common Sense ReasoningTime Series | —Unverified | 0 |
| Emotion-Inspired Deep Structure (EiDS) for EEG Time Series Forecasting | May 23, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| COVID-19 Public Opinion and Emotion Monitoring System Based on Time Series Thermal New Word Mining | May 23, 2020 | Chinese Sentiment AnalysisData Visualization | —Unverified | 0 |
| On the suitability of generalized regression neural networks for GNSS position time series prediction for geodetic applications in geodesy and geophysics | May 22, 2020 | BIG-bench Machine LearningGeophysics | —Unverified | 0 |
| Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data | May 22, 2020 | Domain AdaptationTime Series | CodeCode Available | 1 |
| Detecting and explaining changes in various assets' relationships in financial markets | May 21, 2020 | Decision MakingTime Series | —Unverified | 0 |
| RV-FuseNet: Range View Based Fusion of Time-Series LiDAR Data for Joint 3D Object Detection and Motion Forecasting | May 21, 2020 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
