| POCKET: Pruning Random Convolution Kernels for Time Series Classification from a Feature Selection Perspective | Sep 15, 2023 | Evolutionary Algorithmsfeature selection | CodeCode Available | 0 |
| iHAS: Instance-wise Hierarchical Architecture Search for Deep Learning Recommendation Models | Sep 14, 2023 | Clusteringfeature selection | —Unverified | 0 |
| Causal Entropy and Information Gain for Measuring Causal Control | Sep 14, 2023 | feature selectionInterpretable Machine Learning | —Unverified | 0 |
| Bayesian longitudinal tensor response regression for modeling neuroplasticity | Sep 12, 2023 | feature selectionregression | —Unverified | 0 |
| Fast Sparse PCA via Positive Semidefinite Projection for Unsupervised Feature Selection | Sep 12, 2023 | feature selection | CodeCode Available | 0 |
| On Regularized Sparse Logistic Regression | Sep 12, 2023 | Binary ClassificationClassification | —Unverified | 0 |
| Using causal inference to avoid fallouts in data-driven parametric analysis: a case study in the architecture, engineering, and construction industry | Sep 11, 2023 | Causal InferenceDecision Making | —Unverified | 0 |
| Source Camera Identification and Detection in Digital Videos through Blind Forensics | Sep 6, 2023 | feature selection | —Unverified | 0 |
| A Non-Invasive Interpretable NAFLD Diagnostic Method Combining TCM Tongue Features | Sep 6, 2023 | Diagnosticfeature selection | CodeCode Available | 1 |
| Graph-Based Automatic Feature Selection for Multi-Class Classification via Mean Simplified Silhouette | Sep 5, 2023 | feature selectionMulti-class Classification | —Unverified | 0 |
| MvFS: Multi-view Feature Selection for Recommender System | Sep 5, 2023 | Feature Importancefeature selection | CodeCode Available | 1 |
| Recurrence-Free Survival Prediction for Anal Squamous Cell Carcinoma Chemoradiotherapy using Planning CT-based Radiomics Model | Sep 5, 2023 | feature selectionSurvival Prediction | —Unverified | 0 |
| Quantitative Energy Prediction based on Carbon Emission Analysis by DPR Framework | Sep 3, 2023 | Decision Makingfeature selection | —Unverified | 0 |
| Breast MRI radiomics and machine learning radiomics-based predictions of response to neoadjuvant chemotherapy -- how are they affected by variations in tumour delineation? | Sep 3, 2023 | feature selectionPrediction | —Unverified | 0 |
| PSO-PARSIMONY: A method for finding parsimonious and accurate machine learning models with particle swarm optimization. Application for predicting force–displacement curves in T-stub steel connections | Sep 1, 2023 | feature selectionHyperparameter Optimization | CodeCode Available | 0 |
| Optimized Deep Feature Selection for Pneumonia Detection: A Novel RegNet and XOR-Based PSO Approach | Aug 31, 2023 | feature selectionPneumonia Detection | CodeCode Available | 0 |
| Large Language Models as Data Preprocessors | Aug 30, 2023 | feature selectionImputation | —Unverified | 0 |
| Assessing Cyclostationary Malware Detection via Feature Selection and Classification | Aug 29, 2023 | Anomaly DetectionClassification | —Unverified | 0 |
| Comparing AutoML and Deep Learning Methods for Condition Monitoring using Realistic Validation Scenarios | Aug 28, 2023 | AutoMLfeature selection | —Unverified | 0 |
| Causality-Based Feature Importance Quantifying Methods: PN-FI, PS-FI and PNS-FI | Aug 28, 2023 | Feature Importancefeature selection | —Unverified | 0 |
| Drug Interaction Vectors Neural Network: DrIVeNN | Aug 26, 2023 | feature selection | —Unverified | 0 |
| Unified Single-Stage Transformer Network for Efficient RGB-T Tracking | Aug 26, 2023 | feature selectionRgb-T Tracking | CodeCode Available | 1 |
| The Potential of Quantum Techniques for Stock Price Prediction | Aug 25, 2023 | Binary ClassificationDimensionality Reduction | —Unverified | 0 |
| Development and external validation of a lung cancer risk estimation tool using gradient-boosting | Aug 23, 2023 | Ensemble Learningfeature selection | CodeCode Available | 0 |
| STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning | Aug 21, 2023 | feature selectionObject Counting | CodeCode Available | 1 |