| 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 |
| Online false discovery rate control for anomaly detection in time series | Dec 6, 2021 | Anomaly DetectionTime Series | —Unverified | 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 |
| Dynamic Graph Learning-Neural Network for Multivariate Time Series Modeling | Dec 6, 2021 | Graph LearningInductive Bias | CodeCode Available | 1 |
| Learning Generalized Causal Structure in Time-series | Dec 6, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Parameter Efficient Deep Probabilistic Forecasting | Dec 6, 2021 | Probabilistic Time Series ForecastingTime Series | CodeCode Available | 1 |
| Optimal activity and battery scheduling algorithm using load and solar generation forecast | Dec 6, 2021 | Missing ValuesScheduling | CodeCode Available | 0 |
| ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting | Dec 5, 2021 | Load ForecastingTime Series | CodeCode Available | 1 |
| Anomaly Detection of Wind Turbine Time Series using Variational Recurrent Autoencoders | Dec 5, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification | Dec 4, 2021 | Knowledge DistillationTime Series | —Unverified | 0 |
| A Novel Deep Parallel Time-series Relation Network for Fault Diagnosis | Dec 3, 2021 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Deep Efficient Continuous Manifold Learning for Time Series Modeling | Dec 3, 2021 | Action RecognitionIrregular Time Series | CodeCode Available | 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 |
| Causal-based Time Series Domain Generalization for Vehicle Intention Prediction | Dec 3, 2021 | Autonomous VehiclesDomain Generalization | —Unverified | 0 |
| In situ process quality monitoring and defect detection for direct metal laser melting | Dec 3, 2021 | Defect DetectionFault Detection | —Unverified | 0 |
| Complexity and Persistence of Price Time Series of the European Electricity Spot Market | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time-Series Estimation from Randomly Time-Warped Observations | 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 |
| Data-Driven Interaction Analysis of Line Failure Cascading in Power Grid Networks | 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 |
| A Daily Tourism Demand Prediction Framework Based on Multi-head Attention CNN: The Case of The Foreign Entrant in South Korea | Dec 1, 2021 | Cultural Vocal Bursts Intensity PredictionDemand Forecasting | —Unverified | 0 |
| A Comprehensive Study on Various Statistical Techniques for Prediction of Movie Success | Dec 1, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |