| Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification | Jul 12, 2024 | Activity RecognitionContrastive Learning | CodeCode Available | 0 | 5 |
| Guaranteed Multidimensional Time Series Prediction via Deterministic Tensor Completion Theory | Jan 26, 2025 | Computational EfficiencyPrediction | CodeCode Available | 0 | 5 |
| HADL Framework for Noise Resilient Long-Term Time Series Forecasting | Feb 14, 2025 | Computational EfficiencyDecision Making | CodeCode Available | 0 | 5 |
| GT-PCA: Effective and Interpretable Dimensionality Reduction with General Transform-Invariant Principal Component Analysis | Jan 28, 2024 | Dimensionality ReductionTime Series | CodeCode Available | 0 | 5 |
| Non-Stationary Spectral Kernels | May 24, 2017 | regressionTime Series | CodeCode Available | 0 | 5 |
| GRATIS: GeneRAting TIme Series with diverse and controllable characteristics | Mar 7, 2019 | BenchmarkingClustering | CodeCode Available | 0 | 5 |
| Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values | Jan 11, 2024 | Anomaly DetectionMissing Values | CodeCode Available | 0 | 5 |
| Not All Frequencies Are Created Equal:Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting | Jul 17, 2024 | AllTime Series | CodeCode Available | 0 | 5 |
| Impacts of electric carsharing on a power sector with variable renewables | Feb 29, 2024 | Time Series | CodeCode Available | 0 | 5 |
| Graph Switching Dynamical Systems | Jun 1, 2023 | ObjectTime Series | CodeCode Available | 0 | 5 |
| Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-Worn Inertial Sensors | May 22, 2023 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 | 5 |
| Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios | Jun 29, 2022 | State Space ModelsTime Series | CodeCode Available | 0 | 5 |
| Graph Edit Networks | Jan 1, 2021 | AttributeGraph Generation | CodeCode Available | 0 | 5 |
| Graph Gamma Process Generalized Linear Dynamical Systems | Jul 25, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships | Nov 20, 2019 | SpecificityTime Series | CodeCode Available | 0 | 5 |
| Contextually Enhanced ES-dRNN with Dynamic Attention for Short-Term Load Forecasting | Dec 18, 2022 | Load ForecastingTime Series | CodeCode Available | 0 | 5 |
| ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling | Feb 16, 2024 | Inductive BiasIrregular Time Series | CodeCode Available | 0 | 5 |
| A generating function perspective on the transmission forest | Nov 27, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network | Oct 14, 2019 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 | 5 |
| Castor: Competing shapelets for fast and accurate time series classification | Mar 19, 2024 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
| Assessment of Sentinel-2 spatial and temporal coverage based on the scene classification layer | Jun 6, 2024 | Scene ClassificationTime Series | CodeCode Available | 0 | 5 |
| A novel approach to rating transition modelling via Machine Learning and SDEs on Lie groups | May 31, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series | Oct 17, 2024 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
| Gradient-free training of recurrent neural networks | Oct 30, 2024 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Granger Causality in Extremes | Jul 12, 2024 | Time Series | CodeCode Available | 0 | 5 |
