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| GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network | Nov 26, 2024 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| Conformalised Conditional Normalising Flows for Joint Prediction Regions in time series | Nov 26, 2024 | Conformal PredictionNormalising Flows | —Unverified | 0 |
| Rock the KASBA: Blazingly Fast and Accurate Time Series Clustering | Nov 26, 2024 | Anomaly DetectionClustering | —Unverified | 0 |
| Leaning Time-Varying Instruments for Identifying Causal Effects in Time-Series Data | Nov 26, 2024 | EpidemiologyTime Series | —Unverified | 0 |
| Time-Series Forecasting in Smart Manufacturing Systems: An Experimental Evaluation of the State-of-the-art Algorithms | Nov 26, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Clustering Time Series Data with Gaussian Mixture Embeddings in a Graph Autoencoder Framework | Nov 25, 2024 | ClusteringManagement | —Unverified | 0 |
| CatNet: Controlling the False Discovery Rate in LSTM with SHAP Feature Importance and Gaussian Mirrors | Nov 25, 2024 | Feature Importancefeature selection | —Unverified | 0 |
| Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries | Nov 25, 2024 | ICU AdmissionLarge Language Model | —Unverified | 0 |
| Towards Foundation Models for Critical Care Time Series | Nov 25, 2024 | DiversityTime Series | —Unverified | 0 |
