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| Deterministic Reservoir Computing for Chaotic Time Series Prediction | Jan 26, 2025 | PredictionTime Series | —Unverified | 0 |
| A Transfer Learning Framework for Anomaly Detection in Multivariate IoT Traffic Data | Jan 26, 2025 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| Assessing the Impact of Sampling Irregularity in Time Series Data: Human Activity Recognition As A Case Study | Jan 25, 2025 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Unifying Prediction and Explanation in Time-Series Transformers via Shapley-based Pretraining | Jan 25, 2025 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models | Jan 24, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| CENTS: Generating synthetic electricity consumption time series for rare and unseen scenarios | Jan 24, 2025 | Protein Structure PredictionTime Series | —Unverified | 0 |
| Hierarchical Count Echo State Network Models with Application to Graduate Student Enrollments | Jan 24, 2025 | Time Series | —Unverified | 0 |
| CAMEO: Autocorrelation-Preserving Line Simplification for Lossy Time Series Compression | Jan 24, 2025 | BlockingTime Series | —Unverified | 0 |
| GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality | Jan 23, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
