| Mathematical models of COVID-19 spread | Dec 10, 2021 | ClassificationStochastic Optimization | —Unverified | 0 |
| Neural Multi-Quantile Forecasting for Optimal Inventory Management | Dec 10, 2021 | Managementquantile regression | —Unverified | 0 |
| Ymir: A Supervised Ensemble Framework for Multivariate Time Series Anomaly Detection | Dec 9, 2021 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |
| Measuring Wind Turbine Health Using Drifting Concepts | Dec 9, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Autoregressive Quantile Flows for Predictive Uncertainty Estimation | Dec 9, 2021 | Density Estimationobject-detection | —Unverified | 0 |
| Merging Subject Matter Expertise and Deep Convolutional Neural Network for State-Based Online Machine-Part Interaction Classification | Dec 8, 2021 | Change Point DetectionClassification | —Unverified | 0 |
| Change of persistence in European electricity spot prices | Dec 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Differentially Private K-means Clustering Applied to Meter Data Analysis and Synthesis | Dec 7, 2021 | ClusteringTime Series | —Unverified | 0 |
| Optimal activity and battery scheduling algorithm using load and solar generation forecast | Dec 6, 2021 | Missing ValuesScheduling | CodeCode Available | 0 |
| Cadence: A Practical Time-series Partitioning Algorithm for Unlabeled IoT Sensor Streams | Dec 6, 2021 | Activity RecognitionChange Point Detection | CodeCode Available | 0 |
| Dynamic imaging using Motion-Compensated SmooThness Regularization on Manifolds (MoCo-SToRM) | Dec 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Online false discovery rate control for anomaly detection in time series | Dec 6, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Learning Generalized Causal Structure in Time-series | Dec 6, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification | Dec 4, 2021 | Knowledge DistillationTime Series | —Unverified | 0 |
| Gaussian Process Vector Autoregressions and Macroeconomic Uncertainty | Dec 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Combining Embeddings and Fuzzy Time Series for High-Dimensional Time Series Forecasting in Internet of Energy Applications | Dec 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Novel Deep Parallel Time-series Relation Network for Fault Diagnosis | Dec 3, 2021 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Causal-based Time Series Domain Generalization for Vehicle Intention Prediction | Dec 3, 2021 | Autonomous VehiclesDomain Generalization | —Unverified | 0 |
| Deep Efficient Continuous Manifold Learning for Time Series Modeling | Dec 3, 2021 | Action RecognitionIrregular Time Series | CodeCode Available | 0 |
| In situ process quality monitoring and defect detection for direct metal laser melting | Dec 3, 2021 | Defect DetectionFault Detection | —Unverified | 0 |
| Time-Series Estimation from Randomly Time-Warped Observations | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Complexity and Persistence of Price Time Series of the European Electricity Spot Market | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data-Driven Interaction Analysis of Line Failure Cascading in Power Grid Networks | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Hydroclimatic time series features at multiple time scales | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Convergence of GANs Training: A Game and Stochastic Control Methodology | Dec 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |