| 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 |
