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| Large-Scale Characterization and Segmentation of Internet Path Delays with Infinite HMMs | Oct 28, 2019 | Change DetectionManagement | CodeCode Available | 0 |
| Deep learning for predicting the occurrence of tipping points | Jul 26, 2024 | Deep LearningTime Series | CodeCode Available | 0 |
| Deep Learning for Predicting Asset Returns | Apr 25, 2018 | Deep LearningTime Series | CodeCode Available | 0 |
| Automatic Segmentation of the Placenta in BOLD MRI Time Series | Aug 4, 2022 | Placenta SegmentationTime Series | CodeCode Available | 0 |
| An early warning indicator trained on stochastic disease-spreading models with different noises | Mar 24, 2024 | NavigateTime Series | CodeCode Available | 0 |
| Large Linear Multi-output Gaussian Process Learning | May 30, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Language Model Training Paradigms for Clinical Feature Embeddings | Nov 1, 2023 | Clinical KnowledgeDimensionality Reduction | CodeCode Available | 0 |
| Deep Learning for Music | Jun 15, 2016 | Deep LearningDensity Estimation | CodeCode Available | 0 |
| A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction | Apr 7, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Language Models Still Struggle to Zero-shot Reason about Time Series | Apr 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Langevin-gradient parallel tempering for Bayesian neural learning | Nov 11, 2018 | Decision MakingTime Series | CodeCode Available | 0 |
| Deep learning for clustering of multivariate clinical patient trajectories with missing values | Nov 15, 2019 | ClusteringMissing Values | CodeCode Available | 0 |
| LandCoverNet: A global benchmark land cover classification training dataset | Dec 5, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Bidirectional recurrent imputation and abundance estimation of LULC classes with MODIS multispectral time series and geo-topographic and climatic data | Oct 11, 2023 | ImputationTime Series | CodeCode Available | 0 |
| LAMPER: LanguAge Model and Prompt EngineeRing for zero-shot time series classification | Mar 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Lag Selection for Univariate Time Series Forecasting using Deep Learning: An Empirical Study | May 18, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| An Autoencoder Architecture for L-band Passive Microwave Retrieval of Landscape Freeze-Thaw Cycle | Jul 4, 2024 | Anomaly DetectionRetrieval | CodeCode Available | 0 |
| Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records | Jan 18, 2022 | Language ModellingPrediction | CodeCode Available | 0 |
| Koopman-theoretic Approach for Identification of Exogenous Anomalies in Nonstationary Time-series Data | Sep 18, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Koopman Ensembles for Probabilistic Time Series Forecasting | Mar 11, 2024 | Probabilistic Time Series ForecastingTime Series | CodeCode Available | 0 |
| Deep Learning-based Group Causal Inference in Multivariate Time-series | Jan 16, 2024 | Causal InferenceDeep Learning | CodeCode Available | 0 |
| An attention model to analyse the risk of agitation and urinary tract infections in people with dementia | Jan 18, 2021 | Data IntegrationManagement | CodeCode Available | 0 |
| A Comparison of Parametric Dynamic Mode Decomposition Algorithms for Thermal-Hydraulics Applications | Mar 31, 2025 | Time Series | CodeCode Available | 0 |
| Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust Analysis | Aug 14, 2024 | Adversarial RobustnessKolmogorov-Arnold Networks | CodeCode Available | 0 |