| Parallel feature selection based on the trace ratio criterion | Mar 3, 2022 | feature selectionManagement | —Unverified | 0 |
| Detecting Chronic Kidney Disease(CKD) at the Initial Stage: A Novel Hybrid Feature-selection Method and Robust Data Preparation Pipeline for Different ML Techniques | Mar 2, 2022 | feature selectionImputation | —Unverified | 0 |
| An Effective Way for Cross-Market Recommendation with Hybrid Pre-Ranking and Ranking Models | Mar 2, 2022 | feature selectionRecommendation Systems | CodeCode Available | 1 |
| Continual Feature Selection: Spurious Features in Continual Learning | Mar 2, 2022 | Continual Learningfeature selection | —Unverified | 0 |
| Advanced Methods for Connectome-Based Predictive Modeling of Human Intelligence: A Novel Approach Based on Individual Differences in Cortical Topography | Mar 1, 2022 | feature selection | —Unverified | 0 |
| Tricks and Plugins to GBM on Images and Sequences | Mar 1, 2022 | feature selection | —Unverified | 0 |
| Fast Feature Selection with Fairness Constraints | Feb 28, 2022 | Fairnessfeature selection | —Unverified | 0 |
| Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity | Feb 25, 2022 | Additive modelsfeature selection | —Unverified | 0 |
| An Efficient Binary Harris Hawks Optimization based on Quantum SVM for Cancer Classification Tasks | Feb 24, 2022 | Cancer Classificationfeature selection | —Unverified | 0 |
| Improving the Level of Autism Discrimination through GraphRNN Link Prediction | Feb 19, 2022 | feature selectionFunctional Connectivity | —Unverified | 0 |
| An Integrated Optimization and Machine Learning Models to Predict the Admission Status of Emergency Patients | Feb 18, 2022 | feature selectionSensitivity | —Unverified | 0 |
| Using the left Gram matrix to cluster high dimensional data | Feb 16, 2022 | ClusteringDimensionality Reduction | —Unverified | 0 |
| A Machine Learning Framework for Event Identification via Modal Analysis of PMU Data | Feb 14, 2022 | feature selection | —Unverified | 0 |
| Feature Construction and Selection for PV Solar Power Modeling | Feb 13, 2022 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Wind power ramp prediction algorithm based on wavelet deep belief network | Feb 11, 2022 | feature selectionPrediction | —Unverified | 0 |
| The Shapley Value in Machine Learning | Feb 11, 2022 | BIG-bench Machine LearningData Valuation | CodeCode Available | 1 |
| Explainable Predictive Modeling for Limited Spectral Data | Feb 9, 2022 | feature selection | —Unverified | 0 |
| Learning Sinkhorn divergences for supervised change point detection | Feb 8, 2022 | Change DetectionChange Point Detection | —Unverified | 0 |
| EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning based Deep Neural Networks | Feb 8, 2022 | Computational Efficiencyfeature selection | CodeCode Available | 0 |
| Feature Selection With Maximal Relevance and Minimal Supervised Redundancy | Feb 7, 2022 | Classificationfeature selection | CodeCode Available | 0 |
| A comprehensive survey on computational learning methods for analysis of gene expression data | Feb 7, 2022 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| The application of Evolutionary and Nature Inspired Algorithms in Data Science and Data Analytics | Feb 6, 2022 | Clusteringfeature selection | —Unverified | 0 |
| Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis | Feb 4, 2022 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls | Feb 1, 2022 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| Combined Pruning for Nested Cross-Validation to Accelerate Automated Hyperparameter Optimization for Embedded Feature Selection in High-Dimensional Data with Very Small Sample Sizes | Feb 1, 2022 | feature selectionHyperparameter Optimization | —Unverified | 0 |