| Empirical likelihood approach for high-dimensional moment restrictions with dependent data | Feb 26, 2025 | Dimensionality ReductionTime Series | CodeCode Available | 0 |
| FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting | Feb 26, 2025 | Model SelectionTime Series | CodeCode Available | 2 |
| BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction | Feb 26, 2025 | BenchmarkingTime Series | CodeCode Available | 3 |
| Can Multimodal LLMs Perform Time Series Anomaly Detection? | Feb 25, 2025 | Anomaly DetectionIrregular Time Series | CodeCode Available | 1 |
| TSKANMixer: Kolmogorov-Arnold Networks with MLP-Mixer Model for Time Series Forecasting | Feb 25, 2025 | Kolmogorov-Arnold NetworksManagement | —Unverified | 0 |
| A Radon-Nikodým Perspective on Anomaly Detection: Theory and Implications | Feb 25, 2025 | Anomaly DetectionSupervised Anomaly Detection | —Unverified | 0 |
| AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models | Feb 25, 2025 | MarketingMisinformation | —Unverified | 0 |
| Decoding Financial Health in Kenyas' Medical Insurance Sector: A Data-Driven Cluster Analysis | Feb 24, 2025 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Class-Dependent Perturbation Effects in Evaluating Time Series Attributions | Feb 24, 2025 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Random Projections and Natural Sparsity in Time-Series Classification: A Theoretical Analysis | Feb 24, 2025 | Activity Recognitioncompressed sensing | —Unverified | 0 |