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| Retrieving Time-Series Differences Using Natural Language Queries | Mar 27, 2025 | Contrastive LearningNatural Language Queries | —Unverified | 0 |
| Multimodal Data Integration for Sustainable Indoor Gardening: Tracking Anyplant with Time Series Foundation Model | Mar 27, 2025 | Data IntegrationPlant Phenotyping | —Unverified | 0 |
| Addressing Challenges in Time Series Forecasting: A Comprehensive Comparison of Machine Learning Techniques | Mar 26, 2025 | ManagementMissing Values | —Unverified | 0 |
| Physics-Informed Neural Networks with Unknown Partial Differential Equations: an Application in Multivariate Time Series | Mar 26, 2025 | Time SeriesUncertainty Quantification | —Unverified | 0 |
| Adaptive State-Space Mamba for Real-Time Sensor Data Anomaly Detection | Mar 26, 2025 | Anomaly DetectionMamba | —Unverified | 0 |
| Revisit Time Series Classification Benchmark: The Impact of Temporal Information for Classification | Mar 26, 2025 | ClassificationTime Series | CodeCode Available | 0 |
| TS-Inverse: A Gradient Inversion Attack Tailored for Federated Time Series Forecasting Models | Mar 26, 2025 | Federated Learningimage-classification | CodeCode Available | 0 |
| Refining Time Series Anomaly Detectors using Large Language Models | Mar 26, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| Towards Reliable Time Series Forecasting under Future Uncertainty: Ambiguity and Novelty Rejection Mechanisms | Mar 25, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| The Nonlinear Impact of Minimum Wage on Labor Employment in China | Mar 25, 2025 | regressionTime Series | —Unverified | 0 |
| Simultaneous Inference Bands for Autocorrelations | Mar 24, 2025 | regressionTime Series | CodeCode Available | 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 |
| Spatiotemporal Impact of Trade Policy Variables on Asian Manufacturing Hubs: Bayesian Global Vector Autoregression Model | Mar 22, 2025 | Time Series | —Unverified | 0 |
| Sentinel: Multi-Patch Transformer with Temporal and Channel Attention for Time Series Forecasting | Mar 22, 2025 | DecoderMultivariate Time Series Forecasting | —Unverified | 0 |
| Time-Series U-Net with Recurrence for Noise-Robust Imaging Photoplethysmography | Mar 21, 2025 | Time Series | —Unverified | 0 |
| CausalRivers -- Scaling up benchmarking of causal discovery for real-world time-series | Mar 21, 2025 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| TRACE: Time SeRies PArameter EffiCient FinE-tuning | Mar 21, 2025 | Anomaly Detectionparameter-efficient fine-tuning | —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 |
| Multivariate Time Series Anomaly Detection in Industry 5.0 | Mar 20, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| Notes on Correlation Stress Tests | Mar 20, 2025 | ManagementTime Series | —Unverified | 0 |
| Machine learning identifies nullclines in oscillatory dynamical systems | Mar 20, 2025 | Time Series | —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 |