| IDEA: Interpretable Dynamic Ensemble Architecture for Time Series Prediction | Jan 14, 2022 | PredictionTime Series | —Unverified | 0 |
| Privacy Amplification by Subsampling in Time Domain | Jan 13, 2022 | SensitivityTime Series | —Unverified | 0 |
| Forecast-based Multi-aspect Framework for Multivariate Time-series Anomaly Detection | Jan 13, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Recursive Least Squares Policy Control with Echo State Network | Jan 13, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cognitive forces shape the dynamics of word usage across multiple languages | Jan 12, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time-varying Identification of Guided Wave Propagation under Varying Temperature via Non-Stationary Time Series Models | Jan 12, 2022 | Structural Health MonitoringTAR | —Unverified | 0 |
| Intra-domain and cross-domain transfer learning for time series data -- How transferable are the features? | Jan 12, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial Networks | Jan 12, 2022 | Data AugmentationTime Series | CodeCode Available | 0 |
| Seizure prediction with long-term iEEG recordings: What can we learn from data nonstationarity? | Jan 11, 2022 | PredictionSeizure prediction | —Unverified | 0 |
| Application of Common Spatial Patterns in Gravitational Waves Detection | Jan 11, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019 | Jan 11, 2022 | AutoMLManagement | —Unverified | 0 |
| An Interval-Valued Time Series Forecasting Scheme With Probability Distribution Features for Electric Power Generation Prediction | Jan 11, 2022 | Descriptiveregression | —Unverified | 0 |
| DANNTe: a case study of a turbo-machinery sensor virtualization under domain shift | Jan 11, 2022 | Domain Adaptationregression | —Unverified | 0 |
| A machine learning search for optimal GARCH parameters | Jan 10, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Data-driven approach in a compartmental epidemic model to assess undocumented infections | Jan 10, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos? | Jan 10, 2022 | Information RetrievalRetrieval | —Unverified | 0 |
| OPP-Miner: Order-preserving sequential pattern mining | Jan 9, 2022 | Sequential Pattern MiningTime Series | —Unverified | 0 |
| Weak Supervision for Affordable Modeling of Electrocardiogram Data | Jan 9, 2022 | DiagnosticTime Series | —Unverified | 0 |
| Causal Discovery from Sparse Time-Series Data Using Echo State Network | Jan 9, 2022 | Causal Discoveryregression | —Unverified | 0 |
| Conditional Approximate Normalizing Flows for Joint Multi-Step Probabilistic Forecasting with Application to Electricity Demand | Jan 8, 2022 | Decision MakingScheduling | CodeCode Available | 0 |
| Applications of Signature Methods to Market Anomaly Detection | Jan 7, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Churn prediction in online gambling | Jan 7, 2022 | Binary ClassificationPrediction | —Unverified | 0 |
| Approximate Factor Models for Functional Time Series | Jan 7, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Bayesian Online Change Point Detection for Baseline Shifts | Jan 7, 2022 | Change Point DetectionTime Series | —Unverified | 0 |
| Detecting CAN Masquerade Attacks with Signal Clustering Similarity | Jan 7, 2022 | ClusteringTime Series | —Unverified | 0 |