| Shap-Select: Lightweight Feature Selection Using SHAP Values and Regression | Oct 9, 2024 | Computational Efficiencyfeature selection | CodeCode Available | 1 |
| Precision Cancer Classification and Biomarker Identification from mRNA Gene Expression via Dimensionality Reduction and Explainable AI | Oct 8, 2024 | Cancer ClassificationDimensionality Reduction | —Unverified | 0 |
| MDAP: A Multi-view Disentangled and Adaptive Preference Learning Framework for Cross-Domain Recommendation | Oct 8, 2024 | Decoderfeature selection | CodeCode Available | 0 |
| Feature Selection Gates with Gradient Routing for Endoscopic Image Computing | Oct 7, 2024 | Binary ClassificationColorectal Polyps Characterization | CodeCode Available | 1 |
| An Attention-Based Algorithm for Gravity Adaptation Zone Calibration | Oct 6, 2024 | feature selection | CodeCode Available | 0 |
| Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification | Oct 5, 2024 | Cancer ClassificationData Integration | CodeCode Available | 0 |
| Optimizing Sparse Generalized Singular Vectors for Feature Selection in Proximal Support Vector Machines with Application to Breast and Ovarian Cancer Detection | Oct 4, 2024 | Binary Classificationfeature selection | —Unverified | 0 |
| Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features | Oct 4, 2024 | Allfeature selection | CodeCode Available | 1 |
| Ranking Perspective for Tree-based Methods with Applications to Symbolic Feature Selection | Oct 3, 2024 | feature selectionregression | —Unverified | 0 |
| EntryPrune: Neural Network Feature Selection using First Impressions | Oct 3, 2024 | feature selection | CodeCode Available | 0 |
| Nonparametric IPSS: Fast, flexible feature selection with false discovery control | Oct 3, 2024 | Feature Importancefeature selection | CodeCode Available | 0 |
| Multi-Omic and Quantum Machine Learning Integration for Lung Subtypes Classification | Oct 2, 2024 | Diagnosticfeature selection | —Unverified | 0 |
| Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models | Oct 2, 2024 | feature selection | CodeCode Available | 1 |
| Iterated Local Search with Linkage Learning | Oct 2, 2024 | feature selection | —Unverified | 0 |
| Effective Intrusion Detection for UAV Communications using Autoencoder-based Feature Extraction and Machine Learning Approach | Oct 1, 2024 | feature selectionIntrusion Detection | —Unverified | 0 |
| Interval Estimation of Coefficients in Penalized Regression Models of Insurance Data | Oct 1, 2024 | feature selectionregression | CodeCode Available | 0 |
| Easydiagnos: a framework for accurate feature selection for automatic diagnosis in smart healthcare | Oct 1, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Using pretrained graph neural networks with token mixers as geometric featurizers for conformational dynamics | Sep 30, 2024 | Denoisingfeature selection | CodeCode Available | 0 |
| Knowledge Discovery using Unsupervised Cognition | Sep 30, 2024 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Boosting SISSO Performance on Small Sample Datasets by Using Random Forests Prescreening for Complex Feature Selection | Sep 28, 2024 | feature selectionregression | —Unverified | 0 |
| Sparse Modelling for Feature Learning in High Dimensional Data | Sep 28, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Defect Prediction with Content-based Features | Sep 27, 2024 | feature selectionPrediction | —Unverified | 0 |
| A Survey for Deep Reinforcement Learning Based Network Intrusion Detection | Sep 25, 2024 | Deep Reinforcement Learningfeature selection | —Unverified | 0 |
| Enhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attribution | Sep 25, 2024 | Deep LearningExplainable artificial intelligence | —Unverified | 0 |
| UICE-MIRNet guided image enhancement for underwater object detection | Sep 24, 2024 | feature selectionImage Enhancement | —Unverified | 0 |
