| A GARCH model with two volatility components and two driving factors | Oct 18, 2024 | Time Series | CodeCode Available | 0 | 5 |
| Generating Hypotheses of Dynamic Causal Graphs in Neuroscience: Leveraging Generative Factor Models of Observed Time Series | May 27, 2025 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Anomaly Detection on Financial Time Series by Principal Component Analysis and Neural Networks | Sep 22, 2022 | Anomaly DetectionImputation | CodeCode Available | 0 | 5 |
| Generalised Label-free Artefact Cleaning for Real-time Medical Pulsatile Time Series | Apr 29, 2025 | Decision MakingPhotoplethysmography (PPG) | CodeCode Available | 0 | 5 |
| Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation | May 12, 2023 | ImputationMissing Values | CodeCode Available | 0 | 5 |
| Coupling Oceanic Observation Systems to Study Mesoscale Ocean Dynamics | Oct 18, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| A case study of spatiotemporal forecasting techniques for weather forecasting | Sep 29, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Mitigating Data Redundancy to Revitalize Transformer-based Long-Term Time Series Forecasting System | Jul 16, 2022 | Data AugmentationDecoder | CodeCode Available | 0 | 5 |
| Generating Reliable Process Event Streams and Time Series Data based on Neural Networks | Mar 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Graph Edit Networks | Jan 1, 2021 | AttributeGraph Generation | CodeCode Available | 0 | 5 |
