| Exploring Feature Importance and Explainability Towards Enhanced ML-Based DoS Detection in AI Systems | Nov 4, 2024 | Feature EngineeringFeature Importance | —Unverified | 0 |
| Class-specific feature selection for classification explainability | Nov 2, 2024 | Classificationfeature selection | —Unverified | 0 |
| Interpretable Embeddings for Segmentation-Free Single-Cell Analysis in Multiplex Imaging | Nov 2, 2024 | Cell Segmentationfeature selection | —Unverified | 0 |
| Axiomatic Explainer Globalness via Optimal Transport | Nov 2, 2024 | Diversityfeature selection | —Unverified | 0 |
| A Numerical Assessment for Predicting Human Development Index (HDI) Trends in the GCC Countries | Nov 2, 2024 | feature selection | —Unverified | 0 |
| Efficient Model Compression for Bayesian Neural Networks | Nov 1, 2024 | Deep Learningfeature selection | —Unverified | 0 |
| Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective | Nov 1, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Feature Selection via Dynamic Graph-based Attention Block in MI-based EEG Signals | Oct 31, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Automatic feature selection and weighting in molecular systems using Differentiable Information Imbalance | Oct 30, 2024 | feature selection | —Unverified | 0 |
| FoLDTree: A ULDA-Based Decision Tree Framework for Efficient Oblique Splits and Feature Selection | Oct 30, 2024 | feature selectionMissing Values | —Unverified | 0 |
| DiffSTR: Controlled Diffusion Models for Scene Text Removal | Oct 29, 2024 | feature selection | —Unverified | 0 |
| Safety and Security Dynamics in Gulf Cooperation Council (GCC) Countries: A Machine Learning Approach to Forecasting Security Trends | Oct 28, 2024 | feature selection | —Unverified | 0 |
| Forecasting Political Stability in GCC Countries | Oct 28, 2024 | feature selection | —Unverified | 0 |
| Economic Diversification and Social Progress in the GCC Countries: A Study on the Transition from Oil-Dependency to Knowledge-Based Economies | Oct 28, 2024 | feature selection | —Unverified | 0 |
| Unsupervised Feature Selection Algorithm Based on Dual Manifold Re-ranking | Oct 27, 2024 | feature selectionRe-Ranking | —Unverified | 0 |
| Predicting Mortality and Functional Status Scores of Traumatic Brain Injury Patients using Supervised Machine Learning | Oct 27, 2024 | Decision Makingfeature selection | —Unverified | 0 |
| Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models | Oct 25, 2024 | Decision MakingDeep Learning | —Unverified | 0 |
| Omics-driven hybrid dynamic modeling of bioprocesses with uncertainty estimation | Oct 24, 2024 | Dimensionality ReductionFeature Importance | —Unverified | 0 |
| Unsupervised feature selection algorithm framework based on neighborhood interval disturbance fusion | Oct 20, 2024 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| High-dimensional prediction for count response via sparse exponential weights | Oct 20, 2024 | feature selectionPrediction | —Unverified | 0 |
| Performance-Driven QUBO for Recommender Systems on Quantum Annealers | Oct 20, 2024 | counterfactualfeature selection | —Unverified | 0 |
| Statistical Inference for Feature Selection after Optimal Transport-based Domain Adaptation | Oct 19, 2024 | Domain Adaptationfeature selection | —Unverified | 0 |
| A Recommendation Model Utilizing Separation Embedding and Self-Attention for Feature Mining | Oct 19, 2024 | Click-Through Rate Predictionfeature selection | —Unverified | 0 |
| A Bioinformatic Approach Validated Utilizing Machine Learning Algorithms to Identify Relevant Biomarkers and Crucial Pathways in Gallbladder Cancer | Oct 18, 2024 | feature selection | —Unverified | 0 |
| Causally-Aware Unsupervised Feature Selection Learning | Oct 16, 2024 | Clusteringfeature selection | —Unverified | 0 |