| IRNN: Innovation-driven Recurrent Neural Network for Time-Series Data Modeling and Prediction | May 9, 2025 | PredictionState Space Models | —Unverified | 0 |
| Deep Echo State Networks for Diagnosis of Parkinson's Disease | Feb 19, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Irregularly-Sampled Time Series Modeling with Spline Networks | Oct 19, 2022 | Missing ValuesTime Series | —Unverified | 0 |
| Instantaneous Modelling and Reverse Engineering of DataConsistent Prime Models in Seconds! | Nov 11, 2015 | parameter estimationTime Series | —Unverified | 0 |
| Decoding Working Memory Load from EEG with LSTM Networks | Oct 12, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Ischemic Stroke Lesion Prediction using imbalanced Temporal Deep Gaussian Process (iTDGP) | Nov 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification | Nov 26, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Autoencoding Time Series for Visualisation | May 5, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Instance Explainable Temporal Network For Multivariate Timeseries | May 26, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation | Oct 22, 2024 | Time Series | —Unverified | 0 |