| Lasso Inference for High-Dimensional Time Series | Jul 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables | Jul 21, 2020 | regressionTime Series | CodeCode Available | 0 |
| MAGMA: Inference and Prediction with Multi-Task Gaussian Processes | Jul 21, 2020 | Gaussian ProcessesPrediction | CodeCode Available | 0 |
| Permutation-based tests for discontinuities in event studies | Jul 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Source Separation with Slow Flows | Jul 20, 2020 | blind source separationTime Series | —Unverified | 0 |
| A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data | Jul 20, 2020 | Few-Shot LearningMulti-Task Learning | CodeCode Available | 1 |
| COVID-19 Data Analysis and Forecasting: Algeria and the World | Jul 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Machine Learning a Molecular Hamiltonian for Predicting Electron Dynamics | Jul 19, 2020 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach | Jul 19, 2020 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| Can we Estimate Truck Accident Risk from Telemetric Data using Machine Learning? | Jul 17, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Comparison of Different Methods for Time Sequence Prediction in Autonomous Vehicles | Jul 16, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| A fast noise filtering algorithm for time series prediction using recurrent neural networks | Jul 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Leveraging the Self-Transition Probability of Ordinal Pattern Transition Graph for Transportation Mode Classification | Jul 16, 2020 | General ClassificationTime Series | CodeCode Available | 0 |
| Understanding fluctuations through Multivariate Circulant Singular Spectrum Analysis | Jul 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Attention Mechanism for Multivariate Time Series Recurrent Model Interpretability Applied to the Ironmaking Industry | Jul 15, 2020 | Deep LearningMultivariate Time Series Forecasting | —Unverified | 0 |
| timeXplain -- A Framework for Explaining the Predictions of Time Series Classifiers | Jul 15, 2020 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry | Jul 15, 2020 | BIG-bench Machine LearningDomain Adaptation | —Unverified | 0 |
| Generating Trading Signals by ML algorithms or time series ones? | Jul 14, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Modeling Financial Time Series using LSTM with Trainable Initial Hidden States | Jul 14, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| SRDCNN: Strongly Regularized Deep Convolution Neural Network Architecture for Time-series Sensor Signal Classification Tasks | Jul 14, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| GeoStat Representations of Time Series for Fast Classification | Jul 13, 2020 | ClassificationDynamic Time Warping | —Unverified | 0 |
| A unified machine learning approach to time series forecasting applied to demand at emergency departments | Jul 13, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Identifying Latent Stochastic Differential Equations | Jul 12, 2020 | Self-Supervised LearningTime Series | CodeCode Available | 0 |
| On the variability of functional connectivity and network measures in source-reconstructed EEG time-series | Jul 10, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Prediction of Traffic Flow via Connected Vehicles | Jul 10, 2020 | PredictionTime Series | —Unverified | 0 |
