| Optimal Combination Forecasts on Retail Multi-Dimensional Sales Data | Mar 22, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Imputation | Mar 22, 2019 | BIG-bench Machine LearningImputation | —Unverified | 0 |
| Forecasting, Causality, and Impulse Response with Neural Vector Autoregressions | Mar 22, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-Task Time Series Analysis applied to Drug Response Modelling | Mar 21, 2019 | Multi-Task LearningTime Series | —Unverified | 0 |
| Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain | Mar 21, 2019 | General ClassificationTime Series | CodeCode Available | 0 |
| Learning Disentangled Representations of Satellite Image Time Series | Mar 21, 2019 | Change Detectionimage-classification | —Unverified | 0 |
| State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction | Mar 19, 2019 | counterfactualMatrix Completion | CodeCode Available | 0 |
| Random Pairwise Shapelets Forest | Mar 19, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Dynamic Hurst Exponent in Time Series | Mar 19, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| tspDB: Time Series Predict DB | Mar 17, 2019 | ImputationPrediction | —Unverified | 0 |
| Adversarial Attacks on Deep Neural Networks for Time Series Classification | Mar 17, 2019 | Activity RecognitionAdversarial Attack | CodeCode Available | 0 |
| Multi-Stage Fault Warning for Large Electric Grids Using Anomaly Detection and Machine Learning | Mar 15, 2019 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Deep Neural Network Ensembles for Time Series Classification | Mar 15, 2019 | AttributeClassification | CodeCode Available | 0 |
| Data-driven Identification and Prediction of Power System Dynamics Using Linear Operators | Mar 15, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Switch Networks for Generating Discrete Data and Language | Mar 14, 2019 | DecoderTime Series | —Unverified | 0 |
| ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling | Mar 13, 2019 | Graph LearningTime Series | —Unverified | 0 |
| Confident Kernel Sparse Coding and Dictionary Learning | Mar 12, 2019 | Dictionary LearningTime Series | —Unverified | 0 |
| SleepNet: Automated Sleep Analysis via Dense Convolutional Neural Network Using Physiological Time Series | Mar 11, 2019 | Multi-Task LearningTime Series | —Unverified | 0 |
| Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks | Mar 11, 2019 | Algorithmic TradingTime Series | —Unverified | 0 |
| Revisiting clustering as matrix factorisation on the Stiefel manifold | Mar 11, 2019 | ClusteringTime Series | —Unverified | 0 |
| Deep Learning in Asset Pricing | Mar 11, 2019 | Deep LearningTime Series | —Unverified | 0 |
| Should we Reload Time Series Classification Performance Evaluation ? (a position paper) | Mar 8, 2019 | General ClassificationPosition | —Unverified | 0 |
| Towards Time-Aware Distant Supervision for Relation Extraction | Mar 8, 2019 | RelationRelation Extraction | —Unverified | 0 |
| An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves | Mar 8, 2019 | BIG-bench Machine LearningClassification Of Variable Stars | —Unverified | 0 |
| GRATIS: GeneRAting TIme Series with diverse and controllable characteristics | Mar 7, 2019 | BenchmarkingClustering | CodeCode Available | 0 |