| The Nonlinear Impact of Minimum Wage on Labor Employment in China | Mar 25, 2025 | regressionTime Series | —Unverified | 0 |
| Cryptocurrency Time Series on the Binary Complexity-Entropy Plane: Ranking Efficiency from the Perspective of Complex Systems | Mar 24, 2025 | Time Series | —Unverified | 0 |
| RoCA: Robust Contrastive One-class Time Series Anomaly Detection with Contaminated Data | Mar 24, 2025 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 |
| Simultaneous Inference Bands for Autocorrelations | Mar 24, 2025 | regressionTime Series | CodeCode Available | 0 |
| Sentinel: Multi-Patch Transformer with Temporal and Channel Attention for Time Series Forecasting | Mar 22, 2025 | DecoderMultivariate Time Series Forecasting | —Unverified | 0 |
| Spatiotemporal Impact of Trade Policy Variables on Asian Manufacturing Hubs: Bayesian Global Vector Autoregression Model | Mar 22, 2025 | Time Series | —Unverified | 0 |
| TRACE: Time SeRies PArameter EffiCient FinE-tuning | Mar 21, 2025 | Anomaly Detectionparameter-efficient fine-tuning | —Unverified | 0 |
| MTBench: A Multimodal Time Series Benchmark for Temporal Reasoning and Question Answering | Mar 21, 2025 | Question AnsweringTime Series | CodeCode Available | 1 |
| CausalRivers -- Scaling up benchmarking of causal discovery for real-world time-series | Mar 21, 2025 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| Time-Series U-Net with Recurrence for Noise-Robust Imaging Photoplethysmography | Mar 21, 2025 | Time Series | —Unverified | 0 |
| Communities in the Kuramoto Model: Dynamics and Detection via Path Signatures | Mar 21, 2025 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| Comparative Analysis of Deep Learning Models for Real-World ISP Network Traffic Forecasting | Mar 20, 2025 | Computational EfficiencyTime Series | CodeCode Available | 0 |
| Notes on Correlation Stress Tests | Mar 20, 2025 | ManagementTime Series | —Unverified | 0 |
| Multivariate Time Series Anomaly Detection in Industry 5.0 | Mar 20, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| Machine learning identifies nullclines in oscillatory dynamical systems | Mar 20, 2025 | Time Series | —Unverified | 0 |
| Sparseformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification | Mar 19, 2025 | DiagnosticFew-Shot Learning | —Unverified | 0 |
| Temporal Encoding Strategies for Energy Time Series Prediction | Mar 19, 2025 | Computational EfficiencyPrediction | CodeCode Available | 0 |
| Evaluating Time Series Models with Knowledge Discovery | Mar 19, 2025 | Time Series | —Unverified | 0 |
| ImputeGAP: A Comprehensive Library for Time Series Imputation | Mar 19, 2025 | BenchmarkingImputation | —Unverified | 0 |
| HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction | Mar 19, 2025 | Stock Market PredictionTime Series | —Unverified | 0 |
| On a Dissimilarity Metric for Analyzing Body Synergistic Coordination in Non-Periodic Motion | Mar 19, 2025 | Dynamic Time WarpingRhythm | —Unverified | 0 |
| Diffusion-Based Forecasting for Uncertainty-Aware Model Predictive Control | Mar 19, 2025 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Inferring Event Descriptions from Time Series with Language Models | Mar 18, 2025 | Time Series | CodeCode Available | 1 |
| Persistent Homology-induced Graph Ensembles for Time Series Regressions | Mar 18, 2025 | Activity PredictionTime Series | CodeCode Available | 0 |
| Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency | Mar 18, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |