| Beyond Empirical Windowing: An Attention-Based Approach for Trust Prediction in Autonomous Vehicles | Dec 15, 2023 | Autonomous VehiclesState Estimation | —Unverified | 0 |
| Offshore Wind Plant Instance Segmentation Using Sentinel-1 Time Series, GIS, and Semantic Segmentation Models | Dec 14, 2023 | Instance SegmentationSegmentation | —Unverified | 0 |
| Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation | Dec 13, 2023 | DenoisingFault Diagnosis | —Unverified | 0 |
| Predictive variational autoencoder for learning robust representations of time-series data | Dec 12, 2023 | Model SelectionTime Series | —Unverified | 0 |
| Multi-Granularity Framework for Unsupervised Representation Learning of Time Series | Dec 12, 2023 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Improving age prediction: Utilizing LSTM-based dynamic forecasting for data augmentation in multivariate time series analysis | Dec 11, 2023 | Data AugmentationDeep Learning | —Unverified | 0 |
| A method for recovery of multidimensional time series based on the detection of behavioral patterns and the use of autoencoders | Dec 11, 2023 | Missing ValuesTime Series | —Unverified | 0 |
| Self-supervised Machine Learning Based Approach to Orbit Modelling Applied to Space Traffic Management | Dec 11, 2023 | ManagementTime Series | —Unverified | 0 |
| Sparse Transformer with Local and Seasonal Adaptation for Multivariate Time Series Forecasting | Dec 11, 2023 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 0 |
| TPRNN: A Top-Down Pyramidal Recurrent Neural Network for Time Series Forecasting | Dec 11, 2023 | Decision MakingTime Series | —Unverified | 0 |
