| FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective | Nov 10, 2023 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 2 |
| Frequency-domain MLPs are More Effective Learners in Time Series Forecasting | Nov 10, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
| k-Parameter Approach for False In-Season Anomaly Suppression in Daily Time Series Anomaly Detection | Nov 10, 2023 | Anomaly DetectionPosition | —Unverified | 0 |
| Time Scale Network: A Shallow Neural Network For Time Series Data | Nov 10, 2023 | EEGSeizure prediction | —Unverified | 0 |
| Doubly Robust Structure Identification from Temporal Data | Nov 10, 2023 | Time Series | —Unverified | 0 |
| Improving Computational Efficiency for Powered Descent Guidance via Transformer-based Tight Constraint Prediction | Nov 9, 2023 | Computational EfficiencyTime Series | CodeCode Available | 1 |
| Machine-learning optimized measurements of chaotic dynamical systems via the information bottleneck | Nov 8, 2023 | Time Series | —Unverified | 0 |
| Causal Inference on Investment Constraints and Non-stationarity in Dynamic Portfolio Optimization through Reinforcement Learning | Nov 8, 2023 | Causal InferenceManagement | —Unverified | 0 |
| Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations | Nov 8, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| CNN-Based Structural Damage Detection using Time-Series Sensor Data | Nov 7, 2023 | Structural Health MonitoringTime Series | —Unverified | 0 |
