| Cost-Sensitive Feature Selection by Optimizing F-Measures | Apr 4, 2019 | feature selection | —Unverified | 0 |
| UAFS: Uncertainty-Aware Feature Selection for Problems with Missing Data | Apr 2, 2019 | feature selectionImputation | CodeCode Available | 0 |
| Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier | Apr 2, 2019 | Anomaly DetectionDimensionality Reduction | —Unverified | 0 |
| The Impact of Extraneous Variables on the Performance of Recurrent Neural Network Models in Clinical Tasks | Apr 1, 2019 | feature selectionICU Mortality | —Unverified | 0 |
| Information Theoretic Feature Transformation Learning for Brain Interfaces | Mar 28, 2019 | Brain Computer InterfaceDimensionality Reduction | —Unverified | 0 |
| Stable prediction with radiomics data | Mar 27, 2019 | Classificationfeature selection | CodeCode Available | 0 |
| Feature Selection for Data Integration with Mixed Multi-view Data | Mar 27, 2019 | Data Integrationfeature selection | —Unverified | 0 |
| DSL: Discriminative Subgraph Learning via Sparse Self-Representation | Mar 24, 2019 | feature selection | —Unverified | 0 |
| A Strongly Consistent Sparse k-means Clustering with Direct l_1 Penalization on Variable Weights | Mar 24, 2019 | Clusteringfeature selection | —Unverified | 0 |
| A unified spectra analysis workflow for the assessment of microbial contamination of ready to eat green salads: Comparative study and application of non-invasive sensors | Mar 21, 2019 | feature selectionregression | —Unverified | 0 |
| Distributed Maximization of Submodular plus Diversity Functions for Multi-label Feature Selection on Huge Datasets | Mar 20, 2019 | Data SummarizationDiversity | —Unverified | 0 |
| Deep Feature Selection using a Teacher-Student Network | Mar 17, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection | Mar 13, 2019 | feature selection | —Unverified | 0 |
| Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning | Mar 8, 2019 | Binary Classificationfeature selection | —Unverified | 0 |
| Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval | Mar 8, 2019 | feature selectionImage Retrieval | CodeCode Available | 0 |
| Detection of Advanced Malware by Machine Learning Techniques | Mar 7, 2019 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Fast Parallel Algorithms for Statistical Subset Selection Problems | Mar 6, 2019 | Combinatorial OptimizationExperimental Design | CodeCode Available | 0 |
| GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier | Mar 6, 2019 | feature selectionOverall - Test | —Unverified | 0 |
| Understanding Feature Selection and Feature Memorization in Recurrent Neural Networks | Mar 3, 2019 | feature selectionMemorization | —Unverified | 0 |
| FRI -- Feature Relevance Intervals for Interpretable and Interactive Data Exploration | Mar 2, 2019 | feature selectionGeneral Classification | —Unverified | 0 |
| Feature Selective Anchor-Free Module for Single-Shot Object Detection | Mar 2, 2019 | feature selectionobject-detection | CodeCode Available | 0 |
| Fast Adaptive K-Means Subspace Clustering for High-Dimensional Data | Mar 1, 2019 | Clusteringfeature selection | CodeCode Available | 0 |
| AFS: An Attention-based mechanism for Supervised Feature Selection | Feb 28, 2019 | Binary Classificationfeature selection | CodeCode Available | 0 |
| A novel dynamic asset allocation system using Feature Saliency Hidden Markov models for smart beta investing | Feb 28, 2019 | feature selection | —Unverified | 0 |
| A Feature Selection Based on Perturbation Theory | Feb 26, 2019 | feature selection | CodeCode Available | 0 |
