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| Evaluating Time Series Foundation Models on Noisy Periodic Time Series | Jan 1, 2025 | Time Series | —Unverified | 0 |
| An Unsupervised Anomaly Detection in Electricity Consumption Using Reinforcement Learning and Time Series Forest Based Framework | Dec 30, 2024 | Anomaly DetectionModel Selection | —Unverified | 0 |
| TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting | Dec 30, 2024 | RAGRetrieval | —Unverified | 0 |
| AverageTime: Enhance Long-Term Time Series Forecasting with Simple Averaging | Dec 30, 2024 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Converting Time Series Data to Numeric Representations Using Alphabetic Mapping and k-mer strategy | Dec 29, 2024 | Time Series | —Unverified | 0 |
| "Generative Models for Financial Time Series Data: Enhancing Signal-to-Noise Ratio and Addressing Data Scarcity in A-Share Market | Dec 29, 2024 | Data AugmentationDenoising | —Unverified | 0 |
| Bridging the Gap: A Decade Review of Time-Series Clustering Methods | Dec 29, 2024 | AstronomyClustering | —Unverified | 0 |
| Dive into Time-Series Anomaly Detection: A Decade Review | Dec 29, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| A Survey on Time-Series Distance Measures | Dec 29, 2024 | Anomaly DetectionSurvey | —Unverified | 0 |
