| Examining the Impact of Income Inequality and Gender on School Completion in Malaysia: A Machine Learning Approach Utilizing Malaysia's Public Sector Open Data | Jan 31, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Self-Supervised Cross-Modal Text-Image Time Series Retrieval in Remote Sensing | Jan 31, 2025 | RetrievalTime Series | —Unverified | 0 |
| Learning Hamiltonian Dynamics with Bayesian Data Assimilation | Jan 31, 2025 | PredictionTime Series | —Unverified | 0 |
| Large Language Models are Few-shot Multivariate Time Series Classifiers | Jan 30, 2025 | Representation LearningTime Series | —Unverified | 0 |
| A Learnable Multi-views Contrastive Framework with Reconstruction Discrepancy for Medical Time-Series | Jan 30, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| A spectral clustering-type algorithm for the consistent estimation of the Hurst distribution in moderately high dimensions | Jan 30, 2025 | ClusteringModel Selection | —Unverified | 0 |
| GDformer: Going Beyond Subsequence Isolation for Multivariate Time Series Anomaly Detection | Jan 30, 2025 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| CONELPABO: composite networks learning via parallel Bayesian optimization to predict remaining useful life in predictive maintenance | Jan 29, 2025 | Bayesian OptimizationTime Series | CodeCode Available | 0 |
| Transformer Based Time-Series Forecasting for Stock | Jan 29, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| KoopAGRU: A Koopman-based Anomaly Detection in Time-Series using Gated Recurrent Units | Jan 29, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| Closing the Gap Between Synthetic and Ground Truth Time Series Distributions via Neural Mapping | Jan 29, 2025 | Time SeriesTime Series Classification | CodeCode Available | 2 |
| 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 |
| Data-Driven vs Traditional Approaches to Power Transformer's Top-Oil Temperature Estimation | Jan 28, 2025 | Prediction Intervalsquantile regression | —Unverified | 0 |
| LLM Assisted Anomaly Detection Service for Site Reliability Engineers: Enhancing Cloud Infrastructure Resilience | Jan 28, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| TimeHF: Billion-Scale Time Series Models Guided by Human Feedback | Jan 27, 2025 | Time Series | —Unverified | 0 |
| SWIFT: Mapping Sub-series with Wavelet Decomposition Improves Time Series Forecasting | Jan 27, 2025 | Edge-computingTime Series | CodeCode Available | 1 |
| Tailored Forecasting from Short Time Series via Meta-learning | Jan 27, 2025 | Meta-LearningTime Series | —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 |
| Guaranteed Multidimensional Time Series Prediction via Deterministic Tensor Completion Theory | Jan 26, 2025 | Computational EfficiencyPrediction | CodeCode Available | 0 |
| 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 |
| A Review on Self-Supervised Learning for Time Series Anomaly Detection: Recent Advances and Open Challenges | Jan 25, 2025 | Anomaly DetectionDiversity | CodeCode Available | 1 |