| DeepCOVIDNet: An Interpretable Deep Learning Model for Predictive Surveillance of COVID-19 Using Heterogeneous Features and their Interactions | Jul 31, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Finding Foundation Models for Time Series Classification with a PreText Task | Nov 24, 2023 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
| Delay-SDE-net: A deep learning approach for time series modelling with memory and uncertainty estimates | Mar 14, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Information-based Preprocessing of PLC Data for Automatic Behavior Modeling | Jul 28, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Analyzing Linear Dynamical Systems: From Modeling to Coding and Learning | Aug 3, 2016 | Dictionary LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Deep convolutional neural networks for multi-scale time-series classification and application to disruption prediction in fusion devices | Oct 31, 2019 | DiagnosticGeneral Classification | CodeCode Available | 0 | 5 |
| A user-driven case-based reasoning tool for infilling missing values in daily mean river flow records | Aug 1, 2006 | Dynamic Time WarpingManagement | CodeCode Available | 0 | 5 |
| fETSmcs: Feature-based ETS model component selection | Jun 26, 2022 | modelModel Selection | CodeCode Available | 0 | 5 |
| Federated Learning of Models Pre-Trained on Different Features with Consensus Graphs | Jun 2, 2023 | Federated LearningTime Series | CodeCode Available | 0 | 5 |
| Federated Learning for Time-Series Healthcare Sensing with Incomplete Modalities | May 20, 2024 | Computational EfficiencyFederated Learning | CodeCode Available | 0 | 5 |
