| Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization | Dec 6, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Enhancing Forecasting Accuracy in Dynamic Environments via PELT-Driven Drift Detection and Model Adaptation | Jun 17, 2025 | Drift DetectionFeature Engineering | —Unverified | 0 | 0 |
| Causal discovery in a complex industrial system: A time series benchmark | Oct 28, 2023 | Causal DiscoveryTime Series | —Unverified | 0 | 0 |
| Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models | Feb 9, 2025 | Large Language ModelRAG | —Unverified | 0 | 0 |
| Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference | Sep 6, 2023 | Point ProcessesTime Series | —Unverified | 0 | 0 |
| A Novel Granular-Based Bi-Clustering Method of Deep Mining the Co-Expressed Genes | May 12, 2020 | ClusteringTime Series | —Unverified | 0 | 0 |
| Enhancing Energy System Models Using Better Load Forecasts | Feb 21, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Causal Discovery from Temporal Data: An Overview and New Perspectives | Mar 17, 2023 | Causal DiscoveryTime Series | —Unverified | 0 | 0 |
| Enhancing Crop Segmentation in Satellite Image Time Series with Transformer Networks | Dec 2, 2024 | SegmentationTime Series | —Unverified | 0 | 0 |
| A Novel GAN-based Fault Diagnosis Approach for Imbalanced Industrial Time Series | Apr 1, 2019 | DecoderFault Diagnosis | —Unverified | 0 | 0 |
