| An Adaptive Neuro-Fuzzy System with Integrated Feature Selection and Rule Extraction for High-Dimensional Classification Problems | Jan 10, 2022 | feature selection | —Unverified | 0 |
| Explainable AI Integrated Feature Selection for Landslide Susceptibility Mapping using TreeSHAP | Jan 10, 2022 | Explainable artificial intelligencefeature selection | —Unverified | 0 |
| A Unified Granular-ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set | Jan 10, 2022 | feature selection | —Unverified | 0 |
| United adversarial learning for liver tumor segmentation and detection of multi-modality non-contrast MRI | Jan 7, 2022 | feature selectionSegmentation | —Unverified | 0 |
| Sparsity-based Feature Selection for Anomalous Subgroup Discovery | Jan 6, 2022 | feature selectionSubgroup Discovery | —Unverified | 0 |
| Cluster Stability Selection | Jan 3, 2022 | feature selection | —Unverified | 0 |
| Feature Selection-based Intrusion Detection System Using Genetic Whale Optimization Algorithm and Sample-based Classification | Jan 3, 2022 | feature selectionIntrusion Detection | —Unverified | 0 |
| GIQE: Generic Image Quality Enhancement via Nth Order Iterative Degradation | Jan 1, 2022 | Deblurringfeature selection | —Unverified | 0 |
| An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation | Dec 29, 2021 | Attributefeature selection | —Unverified | 0 |
| A Multi-View Framework for BGP Anomaly Detection via Graph Attention Network | Dec 23, 2021 | Anomaly Detectionfeature selection | —Unverified | 0 |
| The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions | Dec 22, 2021 | Feature Importancefeature selection | —Unverified | 0 |
| A White-Box SVM Framework and its Swarm-Based Optimization for Supervision of Toothed Milling Cutter through Characterization of Spindle Vibrations | Dec 15, 2021 | feature selection | —Unverified | 0 |
| Online Feature Selection for Efficient Learning in Networked Systems | Dec 15, 2021 | feature selection | —Unverified | 0 |
| Unsupervised feature selection via self-paced learning and low-redundant regularization | Dec 14, 2021 | feature selection | —Unverified | 0 |
| Utilizing XAI technique to improve autoencoder based model for computer network anomaly detection with shapley additive explanation(SHAP) | Dec 14, 2021 | Anomaly DetectionExplainable artificial intelligence | —Unverified | 0 |
| Interaction-Aware Sensitivity Analysis for Aerodynamic Optimization Results using Information Theory | Dec 10, 2021 | feature selectionSensitivity | —Unverified | 0 |
| Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction | Dec 10, 2021 | feature selectionTime Series | —Unverified | 0 |
| On multivariate randomized classification trees: l_0-based sparsity, VC~dimension and decomposition methods | Dec 9, 2021 | Classificationfeature selection | —Unverified | 0 |
| SHRIMP: Sparser Random Feature Models via Iterative Magnitude Pruning | Dec 7, 2021 | Additive modelsComputational Efficiency | CodeCode Available | 0 |
| Enhanced Exploration in Neural Feature Selection for Deep Click-Through Rate Prediction Models via Ensemble of Gating Layers | Dec 7, 2021 | Click-Through Rate PredictionEnsemble Learning | —Unverified | 0 |
| Machine Learning-Based Classification Algorithms for the Prediction of Coronary Heart Diseases | Dec 2, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| On the Value of Infinite Gradients in Variational Autoencoder Models | Dec 1, 2021 | feature selectionOpen-Ended Question Answering | —Unverified | 0 |
| Aircraft Classification Based on PCA and Feature Fusion Techniques in Convolutional Neural Network | Dec 1, 2021 | feature selection | —Unverified | 0 |
| A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression | Dec 1, 2021 | CPUfeature selection | —Unverified | 0 |
| An improved bearing fault detection strategy based on artificial bee colony algorithm | Dec 1, 2021 | Fault Detectionfeature selection | —Unverified | 0 |