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| Inference for Network Structure and Dynamics from Time Series Data via Graph Neural Network | Jan 18, 2020 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Industry Classification Using a Novel Financial Time-Series Case Representation | Apr 29, 2023 | ClassificationTime Series | —Unverified | 0 |
| METDrive: Multi-modal End-to-end Autonomous Driving with Temporal Guidance | Sep 19, 2024 | Autonomous DrivingTime Series | —Unverified | 0 |
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| Data-Guided Regulator for Adaptive Nonlinear Control | Nov 20, 2023 | Time Series | —Unverified | 0 |
| Methodology for Detecting Energy Anomalies due to Multi-Replay Attacks on Electric Vehicle Charging Infrastructure | Apr 1, 2025 | Time Series | —Unverified | 0 |
| A Deep Learning Framework for Traffic Data Imputation Considering Spatiotemporal Dependencies | Apr 18, 2023 | ImputationTime Series | —Unverified | 0 |
| Methods for Mapping Forest Disturbance and Degradation from Optical Earth Observation Data: a Review | Jan 10, 2017 | Change DetectionEarth Observation | —Unverified | 0 |
| Methods of nonlinear dynamics and the construction of cryptocurrency crisis phenomena precursors | Jul 20, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| metricDTW: local distance metric learning in Dynamic Time Warping | Jun 11, 2016 | Dynamic Time WarpingGeneral Classification | —Unverified | 0 |
| Modeling Missing Data in Clinical Time Series with RNNs | Jun 13, 2016 | General ClassificationImputation | —Unverified | 0 |
| Modeling non-stationarities in high-frequency financial time series | Feb 27, 2017 | Model SelectionTime Series | —Unverified | 0 |
| Metric Learning for Temporal Sequence Alignment | Sep 10, 2014 | feature selectionMetric Learning | —Unverified | 0 |
| Discret2Di -- Deep Learning based Discretization for Model-based Diagnosis | Nov 6, 2023 | Deep LearningTime Series | —Unverified | 0 |
| Beyond Speech and More: Investigating the Emergent Ability of Speech Foundation Models for Classifying Physiological Time-Series Signals | Oct 16, 2024 | Audio ClassificationTime Series | —Unverified | 0 |
| Modeling Rare Interactions in Time Series Data Through Qualitative Change: Application to Outcome Prediction in Intensive Care Units | Apr 3, 2020 | Decision MakingTime Series | —Unverified | 0 |
| Inductive Predictions of Extreme Hydrologic Events in The Wabash River Watershed | Apr 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data-generating process and time-series asset pricing | May 17, 2024 | Time Series | —Unverified | 0 |