| RFCBF: enhance the performance and stability of Fast Correlation-Based Filter | May 30, 2021 | feature selection | —Unverified | 0 |
| Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification | May 30, 2021 | Cancer Classificationfeature selection | —Unverified | 0 |
| On-site Online Feature Selection for Classification of Switchgear Actuations | May 28, 2021 | Classificationfeature selection | —Unverified | 0 |
| On the use of feature-maps and parameter control for improved quality-diversity meta-evolution | May 21, 2021 | Diversityfeature selection | —Unverified | 0 |
| DeepAVO: Efficient Pose Refining with Feature Distilling for Deep Visual Odometry | May 20, 2021 | Autonomous Drivingfeature selection | —Unverified | 0 |
| Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach | May 17, 2021 | feature selectionRe-Ranking | —Unverified | 0 |
| Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation | May 14, 2021 | Decoderfeature selection | —Unverified | 0 |
| Machine-learning-based investigation on classifying binary and multiclass behavior outcomes of children with PIMD/SMID | May 13, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| An efficient projection neural network for _1-regularized logistic regression | May 12, 2021 | feature selectionregression | CodeCode Available | 0 |
| Evaluation of Field-Aware Neural Ranking Models for Recipe Search | May 12, 2021 | Document Embeddingfeature selection | —Unverified | 0 |
| Comparing interpretability and explainability for feature selection | May 11, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Two novel feature selection algorithms based on crowding distance | May 11, 2021 | Attributefeature selection | —Unverified | 0 |
| A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition | May 10, 2021 | feature selection | —Unverified | 0 |
| Deep feature selection-and-fusion for RGB-D semantic segmentation | May 10, 2021 | feature selectionSegmentation | —Unverified | 0 |
| MTNet: A Multi-Task Neural Network for On-Field Calibration of Low-Cost Air Monitoring Sensors | May 10, 2021 | feature selectionMixture-of-Experts | —Unverified | 0 |
| Towards Dynamic Feature Selection with Attention to Assist Banking Customers in Establishing a New Business | May 9, 2021 | feature selectionMarketing | —Unverified | 0 |
| Uncertainty-aware INVASE: Enhanced Breast Cancer Diagnosis Feature Selection | May 4, 2021 | feature selectionUncertainty Quantification | CodeCode Available | 0 |
| An Estimation of Online Video User Engagement from Features of Continuous Emotions | May 4, 2021 | feature selectionTime Series Analysis | —Unverified | 0 |
| Implementation of Naïve Bayes and Gini Index for Spam Email Classification | May 3, 2021 | feature selection | CodeCode Available | 0 |
| Stochastic Mutual Information Gradient Estimation for Dimensionality Reduction Networks | May 1, 2021 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| A User-Guided Bayesian Framework for Ensemble Feature Selection in Life Science Applications (UBayFS) | Apr 30, 2021 | feature selection | CodeCode Available | 0 |
| ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals | Apr 29, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Structured Sparse Non-negative Matrix Factorization with L20-Norm for scRNA-seq Data Analysis | Apr 27, 2021 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Towards Rigorous Interpretations: a Formalisation of Feature Attribution | Apr 26, 2021 | Explainable artificial intelligenceFeature Importance | CodeCode Available | 0 |
| Algorithmic Solution for Systems of Linear Equations, in O(mn) time | Apr 26, 2021 | feature selection | —Unverified | 0 |
| A Feature Selection Method for Multi-Dimension Time-Series Data | Apr 22, 2021 | Activity Recognitionfeature selection | —Unverified | 0 |
| A windowed correlation based feature selection method to improve time series prediction of dengue fever cases | Apr 21, 2021 | feature selectionPrediction | —Unverified | 0 |
| Development of a dynamic type 2 diabetes risk prediction tool: a UK Biobank study | Apr 20, 2021 | feature selection | —Unverified | 0 |
| Development of an accessible 10-year Digital CArdioVAscular (DiCAVA) risk assessment: a UK Biobank study | Apr 20, 2021 | feature selection | —Unverified | 0 |
| Development of digitally obtainable 10-year risk scores for depression and anxiety in the general population | Apr 20, 2021 | feature selectionSurvival Analysis | —Unverified | 0 |
| PM_2.5 as a major predictor of COVID-19 basic reproduction number in the USA | Apr 19, 2021 | feature selection | —Unverified | 0 |
| Machine learning approach to dynamic risk modeling of mortality in COVID-19: a UK Biobank study | Apr 19, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Multi-objective Feature Selection with Missing Data in Classification | Apr 18, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Explorative Data Analysis of Time Series based AlgorithmFeatures of CMA-ES Variants | Apr 16, 2021 | Clusteringfeature selection | —Unverified | 0 |
| COVID-19 detection using deep convolutional neural networks and binary-differential-algorithm-based feature selection on X-ray images | Apr 15, 2021 | COVID-19 Diagnosisfeature selection | —Unverified | 0 |
| Piecewise-linear modelling with feature selection for Li-ion battery end of life prognosis | Apr 15, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Ontology-based Feature Selection: A Survey | Apr 15, 2021 | feature selectionSurvey | —Unverified | 0 |
| Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data | Apr 15, 2021 | ClassificationDomain Adaptation | —Unverified | 0 |
| Machine Learning Approach to Uncovering Residential Energy Consumption Patterns Based on Socioeconomic and Smart Meter Data | Apr 12, 2021 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Supervised Feature Selection Techniques in Network Intrusion Detection: a Critical Review | Apr 11, 2021 | Feature Correlationfeature selection | —Unverified | 0 |
| Auto-weighted Multi-view Feature Selection with Graph Optimization | Apr 11, 2021 | feature selectionGraph Learning | —Unverified | 0 |
| Discovering Categorical Main and Interaction Effects Based on Association Rule Mining | Apr 10, 2021 | feature selection | —Unverified | 0 |
| Quantum-Assisted Feature Selection for Vehicle Price Prediction Modeling | Apr 8, 2021 | feature selection | —Unverified | 0 |
| Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives | Apr 8, 2021 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Siamese Neural Network with Joint Bayesian Model Structure for Speaker Verification | Apr 7, 2021 | Binary Classificationfeature selection | —Unverified | 0 |
| Online Feature Screening for Data Streams with Concept Drift | Apr 7, 2021 | Feature Importancefeature selection | —Unverified | 0 |
| Neural Feature Search for RGB-Infrared Person Re-Identification | Apr 6, 2021 | feature selectionPerson Re-Identification | —Unverified | 0 |
| OffTamil@DravideanLangTech-EASL2021: Offensive Language Identification in Tamil Text | Apr 1, 2021 | feature selectionLanguage Identification | —Unverified | 0 |
| Regression Analysis of Lexical and Morpho-Syntactic Properties of Kiezdeutsch | Apr 1, 2021 | feature selectionregression | —Unverified | 0 |
| Inferring the main drivers of SARS-CoV-2 global transmissibility by feature selection methods | Mar 28, 2021 | feature selection | —Unverified | 0 |