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| Does Restraining End Effect Matter in EMD-Based Modeling Framework for Time Series Prediction? Some Experimental Evidences | Jan 11, 2014 | PredictionTime Series | —Unverified | 0 |
| CAIFormer: A Causal Informed Transformer for Multivariate Time Series Forecasting | May 22, 2025 | AllMultivariate Time Series Forecasting | —Unverified | 0 |
| Caformer: Rethinking Time Series Analysis from Causal Perspective | Mar 13, 2024 | Anomaly DetectionImputation | —Unverified | 0 |
| Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder | Feb 2, 2021 | Anomaly DetectionDensity Estimation | —Unverified | 0 |
| Anomaly Detection Models for IoT Time Series Data | Nov 30, 2018 | Anomaly DetectionTime Series | —Unverified | 0 |
| A Fuzzy Time Series-Based Model Using Particle Swarm Optimization and Weighted Rules | Oct 28, 2023 | Time Series | —Unverified | 0 |
| Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing | Feb 11, 2022 | Action DetectionActivity Detection | —Unverified | 0 |
| CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series | Apr 1, 2024 | Data AugmentationTime Series | —Unverified | 0 |
