| Finding Foundation Models for Time Series Classification with a PreText Task | Nov 24, 2023 | Time SeriesTime Series Classification | CodeCode Available | 0 |
| Set Features for Anomaly Detection | Nov 24, 2023 | Anomaly DetectionDensity Estimation | CodeCode Available | 1 |
| GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation | Nov 24, 2023 | Graph AttentionImputation | —Unverified | 0 |
| Windformer:Bi-Directional Long-Distance Spatio-Temporal Network For Wind Speed Prediction | Nov 24, 2023 | ManagementTime Series | CodeCode Available | 0 |
| HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms | Nov 23, 2023 | DiagnosticEEG | —Unverified | 0 |
| A model-free approach to fingertip slip and disturbance detection for grasp stability inference | Nov 22, 2023 | Time Series | —Unverified | 0 |
| A projected nonlinear state-space model for forecasting time series signals | Nov 22, 2023 | BenchmarkingComputational Efficiency | CodeCode Available | 0 |
| Regressions under Adverse Conditions | Nov 22, 2023 | regressionTime Series | —Unverified | 0 |
| Improving performance of heart rate time series classification by grouping subjects | Nov 22, 2023 | ClassificationGeneral Classification | —Unverified | 0 |
| Curriculum Learning and Imitation Learning for Model-free Control on Financial Time-series | Nov 22, 2023 | Data AugmentationImitation Learning | —Unverified | 0 |
| A Supervised Contrastive Learning Pretrain-Finetune Approach for Time Series | Nov 21, 2023 | Contrastive LearningTime Series | —Unverified | 0 |
| Koopman Learning with Episodic Memory | Nov 21, 2023 | Time Series | —Unverified | 0 |
| Individualized Dynamic Latent Factor Model for Multi-resolutional Data with Application to Mobile Health | Nov 21, 2023 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Linear-time online visibility graph transformation algorithm: for both natural and horizontal visibility criteria | Nov 21, 2023 | Computational EfficiencyTime Series | —Unverified | 0 |
| Probabilistic Forecast Reconciliation with Kullback-Leibler Divergence Regularization | Nov 21, 2023 | Deep LearningTime Series | CodeCode Available | 0 |
| Image Transformation for IoT Time-Series Data: A Review | Nov 21, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |
| Hierarchical Joint Graph Learning and Multivariate Time Series Forecasting | Nov 21, 2023 | Graph LearningMultivariate Time Series Forecasting | —Unverified | 0 |
| Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling | Nov 21, 2023 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Infinite forecast combinations based on Dirichlet process | Nov 21, 2023 | DiversityTime Series | —Unverified | 0 |
| Random Fourier Signature Features | Nov 20, 2023 | Time Series | CodeCode Available | 1 |
| Explaining Deep Learning Models for Age-related Gait Classification based on time series acceleration | Nov 20, 2023 | Explainable artificial intelligenceTime Series | CodeCode Available | 0 |
| Data-Guided Regulator for Adaptive Nonlinear Control | Nov 20, 2023 | Time Series | —Unverified | 0 |
| Correlated Attention in Transformers for Multivariate Time Series | Nov 20, 2023 | Anomaly DetectionImputation | —Unverified | 0 |
| Neural Dynamical Operator: Continuous Spatial-Temporal Model with Gradient-Based and Derivative-Free Optimization Methods | Nov 20, 2023 | Operator learningTime Series | CodeCode Available | 1 |
| Link Streams as a Generalization of Graphs and Time Series | Nov 19, 2023 | Time Series | —Unverified | 0 |