| 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 |
| Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval | Mar 8, 2019 | feature selectionImage Retrieval | CodeCode Available | 0 |
| Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning | Mar 8, 2019 | Binary Classificationfeature selection | —Unverified | 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 |
| Feature Selective Anchor-Free Module for Single-Shot Object Detection | Mar 2, 2019 | feature selectionobject-detection | CodeCode Available | 0 |
| FRI -- Feature Relevance Intervals for Interpretable and Interactive Data Exploration | Mar 2, 2019 | feature selectionGeneral Classification | —Unverified | 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 |
| Prediction of treatment outcome for autism from structure of the brain based on sure independence screening | Feb 26, 2019 | feature selectionMedical Image Analysis | —Unverified | 0 |
| Fused Lasso for Feature Selection using Structural Information | Feb 26, 2019 | feature selectionTime Series Analysis | —Unverified | 0 |
| A Feature Selection Based on Perturbation Theory | Feb 26, 2019 | feature selection | CodeCode Available | 0 |
| Epileptic seizure classification using statistical sampling and a novel feature selection algorithm | Feb 25, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Identifying Malicious Web Domains Using Machine Learning Techniques with Online Credibility and Performance Data | Feb 23, 2019 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Feature Selection for Better Spectral Characterization or: How I Learned to Start Worrying and Love Ensembles | Feb 19, 2019 | feature selectionRetrieval | —Unverified | 0 |
| An entropic feature selection method in perspective of Turing formula | Feb 19, 2019 | feature selection | —Unverified | 0 |
| A Comparative Study of Feature Selection Methods for Dialectal Arabic Sentiment Classification Using Support Vector Machine | Feb 17, 2019 | Arabic Sentiment Analysisfeature selection | CodeCode Available | 0 |
| Unsupervised shape and motion analysis of 3822 cardiac 4D MRIs of UK Biobank | Feb 15, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Machine Learning Allows Calibration Models to Predict Trace Element Concentration in Soil with Generalized LIBS Spectra | Feb 13, 2019 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| PLIT: An alignment-free computational tool for identification of long non-coding RNAs in plant transcriptomic datasets | Feb 12, 2019 | feature selection | —Unverified | 0 |
| Sparse Feature Selection in Kernel Discriminant Analysis via Optimal Scoring | Feb 12, 2019 | Classificationfeature selection | CodeCode Available | 0 |
| Binary Stochastic Filtering: a Method for Neural Network Size Minimization and Supervised Feature Selection | Feb 12, 2019 | feature selection | CodeCode Available | 0 |
| Machine Learning With Feature Selection Using Principal Component Analysis for Malware Detection: A Case Study | Feb 10, 2019 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Feature Selection for multi-labeled variables via Dependency Maximization | Feb 10, 2019 | feature selectionGeneral Classification | —Unverified | 0 |
| Crop Yield Prediction Using Deep Neural Networks | Feb 7, 2019 | Crop Yield Predictionfeature selection | CodeCode Available | 0 |
| Content-based image retrieval system with most relevant features among wavelet and color features | Feb 6, 2019 | Content-Based Image Retrievalfeature selection | —Unverified | 0 |
| Robust supervised classification and feature selection using a primal-dual method | Feb 5, 2019 | feature selectionGeneral Classification | —Unverified | 0 |
| Robust Regression via Online Feature Selection under Adversarial Data Corruption | Feb 5, 2019 | feature selectionregression | —Unverified | 0 |
| Supervised Quantization for Similarity Search | Feb 2, 2019 | feature selectionGeneral Classification | —Unverified | 0 |
| Distributed Correlation-Based Feature Selection in Spark | Jan 31, 2019 | feature selection | —Unverified | 0 |
| Ensembling methods for countrywide short term forecasting of gas demand | Jan 31, 2019 | Demand Forecastingfeature selection | —Unverified | 0 |
| Reparameterizable Subset Sampling via Continuous Relaxations | Jan 29, 2019 | feature selectionStochastic Optimization | CodeCode Available | 0 |
| Secure multi-party linear regression at plaintext speed | Jan 28, 2019 | feature selectionregression | CodeCode Available | 0 |
| Diagnosis of Autism Spectrum Disorder by Causal Influence Strength Learned from Resting-State fMRI Data | Jan 27, 2019 | Causal DiscoveryDiagnostic | —Unverified | 0 |
| Concrete Autoencoders for Differentiable Feature Selection and Reconstruction | Jan 27, 2019 | Decoderfeature selection | CodeCode Available | 0 |
| On the cross-validation bias due to unsupervised pre-processing | Jan 25, 2019 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Comparing of Term Clustering Frameworks for Modular Ontology Learning | Jan 25, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data | Jan 24, 2019 | DiagnosticDiversity | —Unverified | 0 |
| Whole slide image registration for the study of tumor heterogeneity | Jan 24, 2019 | feature selectionImage Registration | —Unverified | 0 |
| A XGBoost risk model via feature selection and Bayesian hyper-parameter optimization | Jan 24, 2019 | ClusteringFeature Importance | —Unverified | 0 |
| Decoding multimodal behavior using time differences of MEG events | Jan 23, 2019 | feature selection | —Unverified | 0 |
| Feature Selection for Transient Stability Assessment Based on Improved Maximal Relevance and Minimal Redundancy Criterion | Jan 23, 2019 | Classificationfeature selection | —Unverified | 0 |