| Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection | May 22, 2019 | Generative Adversarial NetworkSleep apnea detection | —Unverified | 0 |
| Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation | Nov 13, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach | Jul 19, 2020 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| A Deep Structural Model for Analyzing Correlated Multivariate Time Series | Jan 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability | Oct 18, 2022 | image-classificationImage Classification | —Unverified | 0 |
| It's a super deal -- train recurrent network on noisy data and get smooth prediction free | Jun 9, 2022 | PredictionTime Series | —Unverified | 0 |
| Deep Analysis of Time Series Data for Smart Grid Startup Strategies: A Transformer-LSTM-PSO Model Approach | Aug 22, 2024 | Time Series | —Unverified | 0 |
| Analytics of Business Time Series Using Machine Learning and Bayesian Inference | May 25, 2022 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| Deep Amortized Variational Inference for Multivariate Time Series Imputation with Latent Gaussian Process Models | Oct 16, 2019 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| Deep Air Quality Forecasting Using Hybrid Deep Learning Framework | Dec 12, 2018 | Deep LearningManagement | —Unverified | 0 |
