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| NF-MKV Net: A Constraint-Preserving Neural Network Approach to Solving Mean-Field Games Equilibrium | Jan 29, 2025 | Time Series | —Unverified | 0 |
| Long-term prediction of El Niño-Southern Oscillation using reservoir computing with data-driven realtime filter | Jan 29, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting | Jan 28, 2025 | SpecificityTime Series | CodeCode Available | 3 |
| LLM Assisted Anomaly Detection Service for Site Reliability Engineers: Enhancing Cloud Infrastructure Resilience | Jan 28, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| Data-Driven vs Traditional Approaches to Power Transformer's Top-Oil Temperature Estimation | Jan 28, 2025 | Prediction Intervalsquantile regression | —Unverified | 0 |
| Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models | Jan 27, 2025 | Arrhythmia DetectionConformal Prediction | CodeCode Available | 0 |
| TimeHF: Billion-Scale Time Series Models Guided by Human Feedback | Jan 27, 2025 | Time Series | —Unverified | 0 |
| Tailored Forecasting from Short Time Series via Meta-learning | Jan 27, 2025 | Meta-LearningTime Series | —Unverified | 0 |
| SWIFT: Mapping Sub-series with Wavelet Decomposition Improves Time Series Forecasting | Jan 27, 2025 | Edge-computingTime Series | CodeCode Available | 1 |
