| Uncovering the Dynamics of Correlation Structures Relative to the Collective Market Motion | Apr 26, 2020 | ClusteringTime Series | —Unverified | 0 |
| A dynamic conditional approach to portfolio weights forecasting | Apr 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Towards Accurate Predictions and Causal 'What-if' Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand | Apr 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The new face of multifractality: Multi-branchedness and the phase transitions in time series of mean inter-event times | Apr 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Uncertainty Modelling in Risk-averse Supply Chain Systems Using Multi-objective Pareto Optimization | Apr 24, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Explicit Domain Adaptation with Loosely Coupled Samples | Apr 24, 2020 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| A Graph-constrained Changepoint Detection Approach for ECG Segmentation | Apr 24, 2020 | QRS Complex DetectionTime Series | —Unverified | 0 |
| Sensor selection on graphs via data-driven node sub-sampling in network time series | Apr 24, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improving the Decision-Making Process of Self-Adaptive Systems by Accounting for Tactic Volatility | Apr 23, 2020 | Decision MakingTime Series | —Unverified | 0 |
| Applications of shapelet transform to time series classification of earthquake, wind and wave data | Apr 22, 2020 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting | Apr 22, 2020 | Load ForecastingTime Series | —Unverified | 0 |
| Memory and forecasting capacities of nonlinear recurrent networks | Apr 22, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A New Metric for Lumpy and Intermittent Demand Forecasts: Stock-keeping-oriented Prediction Error Costs | Apr 22, 2020 | PredictionTime Series | —Unverified | 0 |
| Structural clustering of volatility regimes for dynamic trading strategies | Apr 21, 2020 | Change Point DetectionClustering | —Unverified | 0 |
| A Deep Learning Approach for Motion Forecasting Using 4D OCT Data | Apr 21, 2020 | Deep LearningMotion Compensation | —Unverified | 0 |
| Characters as Graphs: Recognizing Online Handwritten Chinese Characters via Spatial Graph Convolutional Network | Apr 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Network Anomaly Detection based on Tensor Decomposition | Apr 20, 2020 | Anomaly DetectionTensor Decomposition | —Unverified | 0 |
| A Benchmark Study on Time Series Clustering | Apr 20, 2020 | ClusteringDynamic Time Warping | —Unverified | 0 |
| A Critical Overview of Privacy-Preserving Approaches for Collaborative Forecasting | Apr 20, 2020 | Mathematical ProofsPrivacy Preserving | —Unverified | 0 |
| COVID-19 Time-series Prediction by Joint Dictionary Learning and Online NMF | Apr 20, 2020 | Dictionary LearningTime Series | CodeCode Available | 0 |
| Tree Echo State Autoencoders with Grammars | Apr 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Predicting Online Item-choice Behavior: A Shape-restricted Regression Perspective | Apr 18, 2020 | Computational Efficiencyregression | —Unverified | 0 |
| Kernels for time series with irregularly-spaced multivariate observations | Apr 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting Multi-Dimensional Processes over Graphs | Apr 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Outlier detection at the parcel-level in wheat and rapeseed crops using multispectral and SAR time series | Apr 17, 2020 | Anomaly DetectionOutlier Detection | —Unverified | 0 |