| A Matlab Toolbox for Feature Importance Ranking | Mar 10, 2020 | Feature Importancefeature selection | CodeCode Available | 1 |
| Short-Term Forecasting of CO2 Emission Intensity in Power Grids by Machine Learning | Mar 10, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Pursuing Sources of Heterogeneity in Modeling Clustered Population | Mar 10, 2020 | feature selectionregression | —Unverified | 0 |
| Spitzoid Lesions Diagnosis based on GA feature selection and Random Forest | Mar 10, 2020 | feature selectionGeneral Classification | —Unverified | 0 |
| Multiclass classification by sparse multinomial logistic regression | Mar 4, 2020 | Classificationfeature selection | —Unverified | 0 |
| Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification | Mar 3, 2020 | Automated Feature EngineeringBIG-bench Machine Learning | —Unverified | 0 |
| 3DCFS: Fast and Robust Joint 3D Semantic-Instance Segmentation via Coupled Feature Selection | Mar 1, 2020 | 3D Semantic Instance Segmentationfeature selection | —Unverified | 0 |
| Causality and Robust Optimization | Feb 28, 2020 | Causal DiscoveryDecision Making | —Unverified | 0 |
| Correlated Feature Selection with Extended Exclusive Group Lasso | Feb 27, 2020 | feature selection | —Unverified | 0 |
| High-Dimensional Feature Selection for Genomic Datasets | Feb 27, 2020 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| An Information Diffusion Approach to Rumor Propagation and Identification on Twitter | Feb 24, 2020 | feature selectionMisinformation | —Unverified | 0 |
| FSinR: an exhaustive package for feature selection | Feb 24, 2020 | feature selection | —Unverified | 0 |
| A study of resting-state EEG biomarkers for depression recognition | Feb 23, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Multi-view CNN-based Acoustic Classification System for Automatic Animal Species Identification | Feb 23, 2020 | Classificationfeature selection | —Unverified | 0 |
| The Value of Big Data for Credit Scoring: Enhancing Financial Inclusion using Mobile Phone Data and Social Network Analytics | Feb 23, 2020 | feature selection | —Unverified | 0 |
| Safe Screening for the Generalized Conditional Gradient Method | Feb 22, 2020 | feature selection | —Unverified | 0 |
| PIANO: A Fast Parallel Iterative Algorithm for Multinomial and Sparse Multinomial Logistic Regression | Feb 21, 2020 | feature selectionregression | —Unverified | 0 |
| A Stacking-Based Model for Non-Invasive Detection of Coronary Heart Disease | Feb 20, 2020 | feature selectionSpecificity | CodeCode Available | 0 |
| Pulsars Detection by Machine Learning with Very Few Features | Feb 20, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Bimodal Distribution Removal and Genetic Algorithm in Neural Network for Breast Cancer Diagnosis | Feb 20, 2020 | feature selectionGeneral Classification | —Unverified | 0 |
| Hybrid Embedded Deep Stacked Sparse Autoencoder with w_LPPD SVM Ensemble | Feb 17, 2020 | feature selection | —Unverified | 0 |
| Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization | Feb 13, 2020 | Domain Generalizationfeature selection | —Unverified | 0 |
| Neural Rule Ensembles: Encoding Sparse Feature Interactions into Neural Networks | Feb 11, 2020 | feature selection | —Unverified | 0 |
| A study of local optima for learning feature interactions using neural networks | Feb 11, 2020 | feature selection | —Unverified | 0 |
| Classification Algorithm of Speech Data of Parkinsons Disease Based on Convolution Sparse Kernel Transfer Learning with Optimal Kernel and Parallel Sample Feature Selection | Feb 10, 2020 | feature selectionGeneral Classification | —Unverified | 0 |
| Subsampling Winner Algorithm for Feature Selection in Large Regression Data | Feb 7, 2020 | feature selectionregression | —Unverified | 0 |
| Effect of Analysis Window and Feature Selection on Classification of Hand Movements Using EMG Signal | Feb 2, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| On the Consistency of Optimal Bayesian Feature Selection in the Presence of Correlations | Feb 1, 2020 | feature selection | —Unverified | 0 |
| Multi-Participant Multi-Class Vertical Federated Learning | Jan 30, 2020 | feature selectionFederated Learning | —Unverified | 0 |
| A Hybrid Two-layer Feature Selection Method Using GeneticAlgorithm and Elastic Net | Jan 30, 2020 | Computational Efficiencyfeature selection | —Unverified | 0 |
| TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions | Jan 30, 2020 | feature selection | CodeCode Available | 0 |
| Assistive Relative Pose Estimation for On-orbit Assembly using Convolutional Neural Networks | Jan 29, 2020 | feature selectionObject | —Unverified | 0 |
| Adaptive Similarity Embedding for Unsupervised Multi-View Feature Selection | Jan 27, 2020 | feature selectionMULTI-VIEW LEARNING | —Unverified | 0 |
| Feature selection in machine learning: Rényi min-entropy vs Shannon entropy | Jan 27, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Sparse Semi-supervised Heterogeneous Interbattery Bayesian Analysis | Jan 24, 2020 | feature selectionMissing Values | CodeCode Available | 0 |
| FsNet: Feature Selection Network on High-dimensional Biological Data | Jan 23, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
| Investigating Classification Techniques with Feature Selection For Intention Mining From Twitter Feed | Jan 22, 2020 | Classificationfeature selection | —Unverified | 0 |
| Wrapper Feature Selection Algorithm for the Optimization of an Indicator System of Patent Value Assessment | Jan 21, 2020 | feature selection | —Unverified | 0 |
| An Intelligent and Time-Efficient DDoS Identification Framework for Real-Time Enterprise Networks SAD-F: Spark Based Anomaly Detection Framework | Jan 21, 2020 | Anomaly Detectionfeature selection | —Unverified | 0 |
| An Efficient Framework for Automated Screening of Clinically Significant Macular Edema | Jan 20, 2020 | feature selectionSegmentation | —Unverified | 0 |
| GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks | Jan 17, 2020 | Descriptivefeature selection | CodeCode Available | 1 |
| Cyber Attack Detection thanks to Machine Learning Algorithms | Jan 17, 2020 | BIG-bench Machine LearningCyber Attack Detection | CodeCode Available | 1 |
| A Support Detection and Root Finding Approach for Learning High-dimensional Generalized Linear Models | Jan 16, 2020 | feature selection | —Unverified | 0 |
| Outlier Detection Ensemble with Embedded Feature Selection | Jan 15, 2020 | feature selectionOutlier Detection | —Unverified | 0 |
| Interpretable feature subset selection: A Shapley value based approach | Jan 12, 2020 | feature selectionGeneral Classification | —Unverified | 0 |
| Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods | Jan 8, 2020 | Clusteringfeature selection | —Unverified | 0 |
| Emo-CNN for Perceiving Stress from Audio Signals: A Brain Chemistry Approach | Jan 8, 2020 | feature selection | —Unverified | 0 |
| Sparse Shrunk Additive Models | Jan 1, 2020 | Additive modelsfeature selection | —Unverified | 0 |
| Toward Generalized Clustering through an One-Dimensional Approach | Jan 1, 2020 | Clusteringfeature selection | —Unverified | 0 |
| Multi-Objective Hyperparameter Tuning and Feature Selection using Filter Ensembles | Dec 30, 2019 | feature selectionHyperparameter Optimization | —Unverified | 0 |