| Improving Estimation of the Koopman Operator with Kolmogorov-Smirnov Indicator Functions | Jun 9, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Improving Forecasts for Heterogeneous Time Series by "Averaging", with Application to Food Demand Forecast | Jun 12, 2023 | Dynamic Time WarpingTime Series | CodeCode Available | 0 | 5 |
| Classification of Time-Series Images Using Deep Convolutional Neural Networks | Oct 2, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Aircraft Trajectory Segmentation-based Contrastive Coding: A Framework for Self-supervised Trajectory Representation | Jul 29, 2024 | ClusteringManagement | CodeCode Available | 0 | 5 |
| Channel-aware Contrastive Conditional Diffusion for Multivariate Probabilistic Time Series Forecasting | Oct 3, 2024 | Contrastive LearningDenoising | CodeCode Available | 0 | 5 |
| Langevin-gradient parallel tempering for Bayesian neural learning | Nov 11, 2018 | Decision MakingTime Series | CodeCode Available | 0 | 5 |
| A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification | Aug 9, 2019 | General ClassificationHeart Rate Variability | CodeCode Available | 0 | 5 |
| Improving the Evaluation and Actionability of Explanation Methods for Multivariate Time Series Classification | Jun 18, 2024 | channel selectionTime Series | CodeCode Available | 0 | 5 |
| Impact of non-stationarity on estimating and modeling empirical copulas of daily stock returns | Jun 26, 2015 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Implementing spectral methods for hidden Markov models with real-valued emissions | Apr 29, 2014 | parameter estimationTime Series | CodeCode Available | 0 | 5 |
