| Texture Selection for Automatic Music Genre Classification | May 28, 2019 | Classificationfeature selection | CodeCode Available | 0 |
| Style Transfer with Time Series: Generating Synthetic Financial Data | May 24, 2019 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| Deep-gKnock: nonlinear group-feature selection with deep neural network | May 24, 2019 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Convolutional Restricted Boltzmann Machine Based-Radiomics for Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer | May 23, 2019 | feature selectionPrediction | —Unverified | 0 |
| Naive Feature Selection: a Nearly Tight Convex Relaxation for Sparse Naive Bayes | May 23, 2019 | feature selection | CodeCode Available | 0 |
| forgeNet: A graph deep neural network model using tree-based ensemble classifiers for feature extraction | May 23, 2019 | Classificationfeature selection | —Unverified | 0 |
| New methods for SVM feature selection | May 23, 2019 | Clusteringfeature selection | —Unverified | 0 |
| Selection of a Minimal Number of Significant Porcine SNPs by an Information Gain and Genetic Algorithm Hybrid Model | May 22, 2019 | Classificationfeature selection | —Unverified | 0 |
| Online Signature Verification Based on Writer Specific Feature Selection and Fuzzy Similarity Measure | May 21, 2019 | Attributefeature selection | —Unverified | 0 |
| A Comparative Analysis of Feature Selection Methods for Biomarker Discovery in Study of Toxicant-treated Atlantic Cod (Gadus morhua) Liver | May 20, 2019 | feature selection | CodeCode Available | 0 |
| On Selecting Stable Predictors in Time Series Models | May 18, 2019 | feature selectionTime Series | —Unverified | 0 |
| QBSO-FS: A Reinforcement Learning Based Bee Swarm Optimization Metaheuristic for Feature Selection | May 16, 2019 | feature selectionMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| An Information Theoretic Interpretation to Deep Neural Networks | May 16, 2019 | feature selection | —Unverified | 0 |
| Building an Effective Intrusion Detection System using Unsupervised Feature Selection in Multi-objective Optimization Framework | May 16, 2019 | feature selectionIntrusion Detection | —Unverified | 0 |
| From Brain Imaging to Graph Analysis: a study on ADNI's patient cohort | May 14, 2019 | feature selectionGeneral Classification | —Unverified | 0 |
| A Stock Selection Method Based on Earning Yield Forecast Using Sequence Prediction Models | May 13, 2019 | feature selection | —Unverified | 0 |
| Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review | May 7, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive Care | May 7, 2019 | Decision Makingfeature selection | CodeCode Available | 0 |
| Indoor Localization for IoT Using Adaptive Feature Selection: A Cascaded Machine Learning Approach | May 3, 2019 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Deep Learning in Alzheimer's disease: Diagnostic Classification and Prognostic Prediction using Neuroimaging Data | May 2, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| KnockoffGAN: Generating Knockoffs for Feature Selection using Generative Adversarial Networks | May 1, 2019 | feature selection | CodeCode Available | 0 |
| Locally Linear Unsupervised Feature Selection | May 1, 2019 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| How Important is a Neuron | May 1, 2019 | feature selection | —Unverified | 0 |
| INVASE: Instance-wise Variable Selection using Neural Networks | May 1, 2019 | feature selectionVariable Selection | CodeCode Available | 0 |
| A scalable saliency-based Feature selection method with instance level information | Apr 30, 2019 | feature selection | CodeCode Available | 0 |
