| CASU2Net: Cascaded Unification Network by a Two-step Early Fusion for Fault Detection in Offshore Wind Turbines | Nov 24, 2020 | Fault DetectionTime Series | —Unverified | 0 |
| Discovering Hidden Physics Behind Transport Dynamics | Nov 24, 2020 | Optical Flow EstimationTime Series | —Unverified | 0 |
| Scalable Hybrid Hidden Markov Model with Gaussian Process Emission for Sequential Time-series Observations | Nov 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Marginalised Spectral Mixture Kernels with Nested Sampling | Nov 23, 2020 | Prediction Intervalsregression | —Unverified | 0 |
| Remaining Useful Life Estimation Under Uncertainty with Causal GraphNets | Nov 23, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals | Nov 23, 2020 | Explainable ModelsGeneral Classification | CodeCode Available | 1 |
| Analysis of Empirical Mode Decomposition-based Load and Renewable Time Series Forecasting | Nov 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Data Imputation: A Survey on Deep Learning Approaches | Nov 23, 2020 | Data IntegrationDeep Learning | —Unverified | 0 |
| Continuous Ant-Based Neural Topology Search | Nov 21, 2020 | Neural Architecture SearchTime Series | —Unverified | 0 |
| Central and Non-central Limit Theorems arising from the Scattering Transform and its Neural Activation Generalization | Nov 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Worrying Analysis of Probabilistic Time-series Models for Sales Forecasting | Nov 21, 2020 | Feature EngineeringTime Series | —Unverified | 0 |
| Combining Deep Transfer Learning with Signal-image Encoding for Multi-Modal Mental Wellbeing Classification | Nov 20, 2020 | Emotion ClassificationGeneral Classification | —Unverified | 0 |
| Two-Step Meta-Learning for Time-Series Forecasting Ensemble | Nov 20, 2020 | DiversityMeta-Learning | —Unverified | 0 |
| Deep Directed Information-Based Learning for Privacy-Preserving Smart Meter Data Release | Nov 20, 2020 | Privacy PreservingTime Series | —Unverified | 0 |
| Distributional uncertainty of the financial time series measured by G-expectation | Nov 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Two-Way Transformed Factor Model for Matrix-Variate Time Series | Nov 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data | Nov 18, 2020 | Decision MakingICU Admission | CodeCode Available | 0 |
| Visual Time Series Forecasting: An Image-driven Approach | Nov 18, 2020 | QuantizationTime Series | —Unverified | 0 |
| Improved Grey System Models for Predicting Traffic Parameters | Nov 18, 2020 | ManagementTime Series | —Unverified | 0 |
| Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions Using Residual Neural Networks | Nov 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Wavelet-based clustering for time-series trend detection | Nov 17, 2020 | ClusteringTime Series | —Unverified | 0 |
| Distributed Online Learning with Multiple Kernels | Nov 17, 2020 | Privacy PreservingTime Series | —Unverified | 0 |
| Phenotyping Clusters of Patient Trajectories suffering from Chronic Complex Disease | Nov 17, 2020 | ClusteringTime Series | —Unverified | 0 |
| A Time-Frequency based Suspicious Activity Detection for Anti-Money Laundering | Nov 17, 2020 | Action DetectionActivity Detection | —Unverified | 0 |
| Anonymizing Sensor Data on the Edge: A Representation Learning and Transformation Approach | Nov 16, 2020 | AttributeRepresentation Learning | —Unverified | 0 |