| ST-Tree with Interpretability for Multivariate Time Series Classification | Nov 18, 2024 | ClassificationDecision Making | —Unverified | 0 |
| A Hybrid Loss Framework for Decomposition-based Time Series Forecasting Methods: Balancing Global and Component Errors | Nov 18, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction | Nov 18, 2024 | Contrastive LearningPrediction | CodeCode Available | 0 |
| Knowledge-enhanced Transformer for Multivariate Long Sequence Time-series Forecasting | Nov 17, 2024 | Knowledge Graph EmbeddingsTime Series | —Unverified | 0 |
| FlowScope: Enhancing Decision Making by Time Series Forecasting based on Prediction Optimization using HybridFlow Forecast Framework | Nov 16, 2024 | Decision MakingState Space Models | —Unverified | 0 |
| Causal Time-Series Synchronization for Multi-Dimensional Forecasting | Nov 15, 2024 | Time SeriesTransfer Learning | —Unverified | 0 |
| Is Precise Recovery Necessary? A Task-Oriented Imputation Approach for Time Series Forecasting on Variable Subset | Nov 15, 2024 | Feature EngineeringImputation | —Unverified | 0 |
| Semiparametric inference for impulse response functions using double/debiased machine learning | Nov 15, 2024 | Time Series | —Unverified | 0 |
| PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse | Nov 15, 2024 | Contrastive LearningEEG | CodeCode Available | 0 |
| Multiscale Dubuc: A New Similarity Measure for Time Series | Nov 15, 2024 | Dynamic Time WarpingObject Recognition | CodeCode Available | 0 |
