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| Less is more: Selecting the right benchmarking set of data for time series classification | Sep 29, 2021 | BenchmarkingTime Series | —Unverified | 0 |
| Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning | May 29, 2025 | Time Series | —Unverified | 0 |
| LETS-C: Leveraging Text Embedding for Time Series Classification | Jul 9, 2024 | ClassificationLanguage Modeling | —Unverified | 0 |
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| LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning | Jul 25, 2022 | AttributeEEG | —Unverified | 0 |
| Loss Shaping Constraints for Long-Term Time Series Forecasting | Feb 14, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Level Generation with Quantum Reservoir Computing | May 19, 2025 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Low-pass filtering as Bayesian inference | Feb 9, 2019 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Low-Rank Temporal Attention-Augmented Bilinear Network for financial time-series forecasting | Jul 5, 2021 | PredictionTime Series | —Unverified | 0 |
| Inferring linear and nonlinear Interaction networks using neighborhood support vector machines | Aug 2, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Leveraging Clinical Time-Series Data for Prediction: A Cautionary Tale | Nov 29, 2018 | PredictionTime Series | —Unverified | 0 |
| Leveraging Herpangina Data to Enhance Hospital-level Prediction of Hand-Foot-and-Mouth Disease Admissions Using UPTST | Sep 26, 2023 | PredictionRepresentation Learning | —Unverified | 0 |
| Leveraging Image-based Generative Adversarial Networks for Time Series Generation | Dec 15, 2021 | DisentanglementTime Series | —Unverified | 0 |
| Inferring Individual Level Causal Models from Graph-based Relational Time Series | Jan 16, 2020 | Causal InferenceTime Series | —Unverified | 0 |
| Leveraging Multivariate Long-Term History Representation for Time Series Forecasting | May 20, 2025 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Leveraging Network Dynamics for Improved Link Prediction | Apr 8, 2016 | Link PredictionPrediction | —Unverified | 0 |
| Leveraging Non-Decimated Wavelet Packet Features and Transformer Models for Time Series Forecasting | Mar 13, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| DATSING: Data Augmented Time Series Forecasting with Adversarial Domain Adaptation | Oct 19, 2020 | Domain AdaptationTime Series | —Unverified | 0 |
| Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models | Apr 25, 2017 | Change Point DetectionClassification | —Unverified | 0 |
| Causal Graph Discovery from Self and Mutually Exciting Time Series | Jun 4, 2021 | Causal Discoveryfeature selection | —Unverified | 0 |
| Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments | Jun 1, 2021 | Causal Discoveryscientific discovery | —Unverified | 0 |
| Inferring Global Dynamics Using a Learning Machine | Sep 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |