| 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 |
| 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 |
| Multimodal Pretraining of Medical Time Series and Notes | Dec 11, 2023 | Mortality PredictionSelf-Supervised Learning | CodeCode Available | 1 |
| Using Analytics on Student Created Data to Content Validate Pedagogical Tools | Dec 11, 2023 | Time Series | —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 |
| TPRNN: A Top-Down Pyramidal Recurrent Neural Network for Time Series Forecasting | Dec 11, 2023 | Decision MakingTime Series | —Unverified | 0 |
| Mixture-of-Linear-Experts for Long-term Time Series Forecasting | Dec 11, 2023 | Mixture-of-ExpertsTime Series | CodeCode Available | 1 |
| KPIs-Based Clustering and Visualization of HPC jobs: a Feature Reduction Approach | Dec 11, 2023 | ClusteringCPU | —Unverified | 0 |
