| STAA: Spatio-Temporal Attention Attribution for Real-Time Interpreting Transformer-based Video Models | Nov 1, 2024 | Action RecognitionFeature Importance | CodeCode Available | 0 |
| Disentangling Interactions and Dependencies in Feature Attribution | Oct 31, 2024 | Feature Importance | CodeCode Available | 0 |
| Development and Comparative Analysis of Machine Learning Models for Hypoxemia Severity Triage in CBRNE Emergency Scenarios Using Physiological and Demographic Data from Medical-Grade Devices | Oct 30, 2024 | Feature Importance | —Unverified | 0 |
| EEG-based Multimodal Representation Learning for Emotion Recognition | Oct 29, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse | Oct 29, 2024 | Feature Importance | CodeCode Available | 0 |
| Data-Driven Transient Stability Assessment of Power Systems with a Novel GHM-Enhanced CatBoost Algorithm | Oct 24, 2024 | Feature Importance | —Unverified | 0 |
| Omics-driven hybrid dynamic modeling of bioprocesses with uncertainty estimation | Oct 24, 2024 | Dimensionality ReductionFeature Importance | —Unverified | 0 |
| QIXAI: A Quantum-Inspired Framework for Enhancing Classical and Quantum Model Transparency and Understanding | Oct 21, 2024 | Feature ImportanceTime Series Analysis | —Unverified | 0 |
| Mixed Attention Transformer Enhanced Channel Estimation for Extremely Large-Scale MIMO Systems | Oct 18, 2024 | Feature Importance | —Unverified | 0 |
| Building Trust in Black-box Optimization: A Comprehensive Framework for Explainability | Oct 18, 2024 | Feature Importance | —Unverified | 0 |
