| Quantum Time-Series Learning with Evolutionary Algorithms | Dec 23, 2024 | Evolutionary AlgorithmsTime Series | CodeCode Available | 0 |
| VSFormer: Value and Shape-Aware Transformer with Prior-Enhanced Self-Attention for Multivariate Time Series Classification | Dec 21, 2024 | ClassificationTime Series | —Unverified | 0 |
| Data-Driven Economic Agent-Based Models | Dec 21, 2024 | Time Series | —Unverified | 0 |
| TimeRAG: BOOSTING LLM Time Series Forecasting via Retrieval-Augmented Generation | Dec 21, 2024 | Dynamic Time WarpingRAG | —Unverified | 0 |
| Breaking the Context Bottleneck on Long Time Series Forecasting | Dec 21, 2024 | Decision MakingTime Series | CodeCode Available | 0 |
| Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis | Dec 20, 2024 | Computational EfficiencyDimensionality Reduction | —Unverified | 0 |
| Iterative Encoding-Decoding VAEs Anomaly Detection in NOAA's DART Time Series: A Machine Learning Approach for Enhancing Data Integrity for NASA's GRACE-FO Verification and Validation | Dec 20, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine | Dec 19, 2024 | Selection biasTime Series | —Unverified | 0 |
| Leveraging Time Series Categorization and Temporal Fusion Transformers to Improve Cryptocurrency Price Forecasting | Dec 19, 2024 | Decision MakingTime Series | —Unverified | 0 |
| A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment | Dec 19, 2024 | Bayesian OptimizationDemand Forecasting | —Unverified | 0 |
