| Fitting stochastic predator-prey models using both population density and kill rate data | Apr 3, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Fine-Tuning a Time Series Foundation Model with Wasserstein Loss | Sep 18, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| Inferring directed spectral information flow between mixed-frequency time series | Aug 12, 2024 | Computational EfficiencyGeophysics | CodeCode Available | 0 | 5 |
| Analyzing the Impact of Climate Change With Major Emphasis on Pollution: A Comparative Study of ML and Statistical Models in Time Series Data | May 24, 2024 | Time Series | CodeCode Available | 0 | 5 |
| Autoencoder-based Representation Learning from Heterogeneous Multivariate Time Series Data of Mechatronic Systems | Apr 6, 2021 | Representation LearningTime Series | CodeCode Available | 0 | 5 |
| Fine-grained Forecasting Models Via Gaussian Process Blurring Effect | Dec 21, 2023 | DenoisingImage Generation | CodeCode Available | 0 | 5 |
| Deep Direct Discriminative Decoders for High-dimensional Time-series Data Analysis | May 22, 2022 | DecoderHippocampus | 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 |
| Finding Foundation Models for Time Series Classification with a PreText Task | Nov 24, 2023 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
| Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information | Nov 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| 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 |
| FLEXtime: Filterbank learning to explain time series | Nov 6, 2024 | EEGTime Series | CodeCode Available | 0 | 5 |
| Autoregressive with Slack Time Series Model for Forecasting a Partially-Observed Dynamical Time Series | Jun 28, 2023 | Time Series | CodeCode Available | 0 | 5 |
| fETSmcs: Feature-based ETS model component selection | Jun 26, 2022 | modelModel Selection | 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 |
| Few-shot human motion prediction for heterogeneous sensors | Dec 22, 2022 | Few-Shot LearningHuman motion prediction | CodeCode Available | 0 | 5 |
| Integrating Quantum-Classical Attention in Patch Transformers for Enhanced Time Series Forecasting | Mar 31, 2025 | Anomaly DetectionMultivariate Time Series Forecasting | CodeCode Available | 0 | 5 |
| Federated Learning with Reservoir State Analysis for Time Series Anomaly Detection | Feb 8, 2025 | Anomaly DetectionComputational Efficiency | CodeCode Available | 0 | 5 |
| Federated Learning for Time-Series Healthcare Sensing with Incomplete Modalities | May 20, 2024 | Computational EfficiencyFederated Learning | 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 |
| A Neuro-Symbolic Approach for Enhanced Human Motion Prediction | Apr 23, 2023 | Human motion predictionmotion prediction | CodeCode Available | 0 | 5 |
| A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models | Jan 2, 2025 | Hyperparameter OptimizationMamba | CodeCode Available | 0 | 5 |
| Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices | Apr 10, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |