| 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 |
| The Shapley Value in Machine Learning | Feb 11, 2022 | BIG-bench Machine LearningData Valuation | CodeCode Available | 1 |
| Wind power ramp prediction algorithm based on wavelet deep belief network | Feb 11, 2022 | feature selectionPrediction | —Unverified | 0 |
| 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 |
| Submodularity In Machine Learning and Artificial Intelligence | Jan 31, 2022 | Abstractive Text SummarizationBIG-bench Machine Learning | —Unverified | 0 |
| Constructing coarse-scale bifurcation diagrams from spatio-temporal observations of microscopic simulations: A parsimonious machine learning approach | Jan 31, 2022 | feature selection | —Unverified | 0 |
| Compactness Score: A Fast Filter Method for Unsupervised Feature Selection | Jan 31, 2022 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Sparse Centroid-Encoder: A Nonlinear Model for Feature Selection | Jan 30, 2022 | AttributeDimensionality Reduction | —Unverified | 0 |
| Early Detection of Network Attacks Using Deep Learning | Jan 27, 2022 | Deep Learningfeature selection | —Unverified | 0 |
| Machine Learning for Stock Prediction Based on Fundamental Analysis | Jan 26, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Survival Prediction of Children Undergoing Hematopoietic Stem Cell Transplantation Using Different Machine Learning Classifiers by Performing Chi-squared Test and Hyper-parameter Optimization: A Retrospective Analysis | Jan 22, 2022 | Diagnosticfeature selection | —Unverified | 0 |
| Contrastive and Selective Hidden Embeddings for Medical Image Segmentation | Jan 21, 2022 | Contrastive Learningfeature selection | CodeCode Available | 0 |
| Nonparametric Feature Selection by Random Forests and Deep Neural Networks | Jan 18, 2022 | BIG-bench Machine LearningComputational Efficiency | —Unverified | 0 |
| 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 |
| Synthetic Aperture Imaging With Events and Frames | Jan 1, 2022 | Decoderfeature selection | CodeCode Available | 1 |
| 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 |
| Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective | Dec 29, 2021 | feature selectionNeural Architecture Search | CodeCode Available | 1 |
| 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 |
| 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 |