| Hedging Properties of Algorithmic Investment Strategies using Long Short-Term Memory and Time Series models for Equity Indices | Sep 27, 2023 | Time Series | —Unverified | 0 |
| Investigating Deep Neural Network Architecture and Feature Extraction Designs for Sensor-based Human Activity Recognition | Sep 26, 2023 | Activity RecognitionContrastive Learning | —Unverified | 0 |
| Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field | Sep 26, 2023 | Decision MakingTime Series | —Unverified | 0 |
| Balancing Computational Efficiency and Forecast Error in Machine Learning-based Time-Series Forecasting: Insights from Live Experiments on Meteorological Nowcasting | Sep 26, 2023 | Computational EfficiencyDrift Detection | —Unverified | 0 |
| Revealing the Power of Masked Autoencoders in Traffic Forecasting | Sep 26, 2023 | DecoderMultivariate Time Series Forecasting | CodeCode Available | 0 |
| Deep Generative Methods for Producing Forecast Trajectories in Power Systems | Sep 26, 2023 | Decision MakingRTE | —Unverified | 0 |
| Leveraging Herpangina Data to Enhance Hospital-level Prediction of Hand-Foot-and-Mouth Disease Admissions Using UPTST | Sep 26, 2023 | PredictionRepresentation Learning | —Unverified | 0 |
| Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernels | Sep 25, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 1 |
| Early Churn Prediction from Large Scale User-Product Interaction Time Series | Sep 25, 2023 | Feature EngineeringPrediction | —Unverified | 0 |
| Date-Driven Approach for Identifying State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis | Sep 25, 2023 | Time Series | —Unverified | 0 |
