| Enhancing Algorithm Performance Understanding through tsMorph: Generating Semi-Synthetic Time Series for Robust Forecasting Evaluation | Dec 3, 2023 | Synthetic Data GenerationTime Series | CodeCode Available | 0 |
| RNN-BOF: A Multivariate Global Recurrent Neural Network for Binary Outcome Forecasting of Inpatient Aggression | Dec 2, 2023 | Time Series | —Unverified | 0 |
| A framework for mining lifestyle profiles through multi-dimensional and high-order mobility feature clustering | Dec 1, 2023 | Common Sense ReasoningFeature Engineering | —Unverified | 0 |
| Inference on common trends in functional time series | Dec 1, 2023 | Time Seriesvalid | —Unverified | 0 |
| Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting | Dec 1, 2023 | Time SeriesTraffic Prediction | CodeCode Available | 2 |
| A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging | Nov 30, 2023 | Time Series | —Unverified | 0 |
| InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity | Nov 30, 2023 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| MCI Detection using fMRI time series embeddings of Recurrence plots | Nov 30, 2023 | Time Series | CodeCode Available | 0 |
| Online Change Points Detection for Linear Dynamical Systems with Finite Sample Guarantees | Nov 30, 2023 | Change Point DetectionTime Series | —Unverified | 0 |
| MultiResFormer: Transformer with Adaptive Multi-Resolution Modeling for General Time Series Forecasting | Nov 30, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
