| Introducing the Attribution Stability Indicator: a Measure for Time Series XAI Attributions | Oct 6, 2023 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
| Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal Dynamics | Oct 16, 2024 | Irregular Time SeriesTime Series | CodeCode Available | 0 | 5 |
| Joint Parameter Discovery and Generative Modeling of Dynamic Systems | Mar 19, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| A projected nonlinear state-space model for forecasting time series signals | Nov 22, 2023 | BenchmarkingComputational Efficiency | CodeCode Available | 0 | 5 |
| A Probabilistic Autoencoder for Type Ia Supernovae Spectral Time Series | Jul 15, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data | Nov 18, 2020 | Decision MakingICU Admission | CodeCode Available | 0 | 5 |
| Interpretable Time Series Models for Wastewater Modeling in Combined Sewer Overflows | Jan 4, 2024 | ManagementTime Series | CodeCode Available | 0 | 5 |
| Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection | Oct 11, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| Inter- and Intra-Series Embeddings Fusion Network for Epidemiological Forecasting | Aug 23, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Interpolation-Prediction Networks for Irregularly Sampled Time Series | Sep 13, 2019 | Deep LearningLength-of-Stay prediction | CodeCode Available | 0 | 5 |
| Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models | Oct 6, 2022 | Deep LearningFeature Importance | CodeCode Available | 0 | 5 |
| A Kernel-Based Approach for Accurate Steady-State Detection in Performance Time Series | Jun 4, 2025 | BenchmarkingIrregular Time Series | CodeCode Available | 0 | 5 |
| Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of Intelligence | Nov 11, 2022 | feature selectionFunctional Connectivity | CodeCode Available | 0 | 5 |
| Integrating Quantum-Classical Attention in Patch Transformers for Enhanced Time Series Forecasting | Mar 31, 2025 | Anomaly DetectionMultivariate Time Series Forecasting | CodeCode Available | 0 | 5 |
| In-season and dynamic crop mapping using 3D convolution neural networks and sentinel-2 time series | Dec 5, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| A Joint Learning Framework with Feature Reconstruction and Prediction for Incomplete Satellite Image Time Series in Agricultural Semantic Segmentation | May 25, 2025 | Crop ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| Adaptive-Halting Policy Network for Early Classification | Aug 4, 2019 | ClassificationEarly Classification | CodeCode Available | 0 | 5 |
| A Joint-Entropy Approach To Time-series Classification | Mar 11, 2022 | ClassificationTime Series | CodeCode Available | 0 | 5 |
| In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness | Dec 8, 2020 | Domain AdaptationTime Series | CodeCode Available | 0 | 5 |
| Interpreting LSTM Prediction on Solar Flare Eruption with Time-series Clustering | Dec 27, 2019 | Binary ClassificationClustering | CodeCode Available | 0 | 5 |
| Approximate Bayesian Computation with Path Signatures | Jun 23, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Information-based Preprocessing of PLC Data for Automatic Behavior Modeling | Jul 28, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Information decomposition reveals hidden high-order contributions to temporal irreversibility | Aug 10, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Inferring species interactions using Granger causality and convergent cross mapping | Sep 2, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Inferring Multidimensional Rates of Aging from Cross-Sectional Data | Jul 12, 2018 | Human AgingTime Series | CodeCode Available | 0 | 5 |
