| Enhancing Osteoporosis Detection: An Explainable Multi-Modal Learning Framework with Feature Fusion and Variable Clustering | Nov 1, 2024 | DiagnosticFeature Importance | —Unverified | 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 |
| Omics-driven hybrid dynamic modeling of bioprocesses with uncertainty estimation | Oct 24, 2024 | Dimensionality ReductionFeature Importance | —Unverified | 0 |
| Data-Driven Transient Stability Assessment of Power Systems with a Novel GHM-Enhanced CatBoost Algorithm | Oct 24, 2024 | Feature 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 |
| Interpreting Inflammation Prediction Model via Tag-based Cohort Explanation | Oct 17, 2024 | Decision MakingFeature Importance | —Unverified | 0 |
| Global Censored Quantile Random Forest | Oct 16, 2024 | Feature Importancequantile regression | —Unverified | 0 |
| A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets | Oct 14, 2024 | Feature ImportanceLanguage Identification | —Unverified | 0 |
| Unlearning-based Neural Interpretations | Oct 10, 2024 | Feature Importance | —Unverified | 0 |
| Benchmarking the Fidelity and Utility of Synthetic Relational Data | Oct 4, 2024 | BenchmarkingFeature Importance | —Unverified | 0 |
| An Approach To Enhance IoT Security In 6G Networks Through Explainable AI | Oct 4, 2024 | Feature Importance | —Unverified | 0 |
| Nonparametric IPSS: Fast, flexible feature selection with false discovery control | Oct 3, 2024 | Feature Importancefeature selection | CodeCode Available | 0 |
| Integrating Protein Sequence and Expression Level to Analysis Molecular Characterization of Breast Cancer Subtypes | Oct 2, 2024 | ClusteringFeature Importance | —Unverified | 0 |
| Enhancing End Stage Renal Disease Outcome Prediction: A Multi-Sourced Data-Driven Approach | Oct 2, 2024 | Data IntegrationFeature Engineering | —Unverified | 0 |
| Sufficient and Necessary Explanations (and What Lies in Between) | Sep 30, 2024 | Decision MakingFeature Importance | —Unverified | 0 |
| Implementing NLPs in industrial process modeling: Addressing Categorical Variables | Sep 27, 2024 | Dimensionality ReductionFeature Importance | —Unverified | 0 |
| Random Forest Regression Feature Importance for Climate Impact Pathway Detection | Sep 25, 2024 | Feature Importanceregression | —Unverified | 0 |
| Explaining word embeddings with perfect fidelity: Case study in research impact prediction | Sep 24, 2024 | ArticlesFeature Importance | CodeCode Available | 0 |
| Generative LLM Powered Conversational AI Application for Personalized Risk Assessment: A Case Study in COVID-19 | Sep 23, 2024 | Feature Importance | —Unverified | 0 |
| Validity of Feature Importance in Low-Performing Machine Learning for Tabular Biomedical Data | Sep 20, 2024 | Feature Importance | —Unverified | 0 |
