| Per-Sample Kernel Adaptation for Visual Recognition and Grouping | Dec 1, 2015 | Action RecognitionAction Recognition In Videos | —Unverified | 0 |
| Object Detection Using Generalization and Efficiency Balanced Co-Occurrence Features | Dec 1, 2015 | feature selectionObject | —Unverified | 0 |
| Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction | Dec 1, 2015 | feature selection | —Unverified | 0 |
| Subset Selection by Pareto Optimization | Dec 1, 2015 | Dictionary Learningfeature selection | —Unverified | 0 |
| Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision | Dec 1, 2015 | Clusteringfeature selection | —Unverified | 0 |
| Scalable and Accurate Online Feature Selection for Big Data | Nov 30, 2015 | feature selection | CodeCode Available | 0 |
| Stochastic Parallel Block Coordinate Descent for Large-scale Saddle Point Problems | Nov 23, 2015 | feature selection | —Unverified | 0 |
| ICU Patient Deterioration prediction: a Data-Mining Approach | Nov 21, 2015 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| L1 logistic regression as a feature selection step for training stable classification trees for the prediction of severity criteria in imported malaria | Nov 20, 2015 | Classificationfeature selection | —Unverified | 0 |
| Integrating Deep Features for Material Recognition | Nov 20, 2015 | feature selectionMaterial Recognition | —Unverified | 0 |
| Data Representation and Compression Using Linear-Programming Approximations | Nov 20, 2015 | Diversityfeature selection | —Unverified | 0 |
| Conducting sparse feature selection on arbitrarily long phrases in text corpora with a focus on interpretability | Nov 20, 2015 | feature selection | —Unverified | 0 |
| Sacrificing information for the greater good: how to select photometric bands for optimal accuracy | Nov 17, 2015 | BIG-bench Machine Learningfeature selection | CodeCode Available | 0 |
| A Light CNN for Deep Face Representation with Noisy Labels | Nov 9, 2015 | Face IdentificationFace Recognition | CodeCode Available | 0 |
| Discrete Rényi Classifiers | Nov 5, 2015 | Binary Classificationfeature selection | —Unverified | 0 |
| Lasso based feature selection for malaria risk exposure prediction | Nov 4, 2015 | feature selectionMalaria Risk Exposure Prediction | —Unverified | 0 |
| Exclusive Sparsity Norm Minimization with Random Groups via Cone Projection | Oct 27, 2015 | feature selectionMulti-Task Learning | —Unverified | 0 |
| Temporal Dynamic Appearance Modeling for Online Multi-Person Tracking | Oct 10, 2015 | feature selection | —Unverified | 0 |
| Survey on Feature Selection | Oct 10, 2015 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Differential Evolution with Generalized Mutation Operator for Parameters Optimization in Gene Selection for Cancer Classification | Oct 8, 2015 | Cancer ClassificationEvolutionary Algorithms | —Unverified | 0 |
| GA-PARSIMONY: A GA-SVR approach with feature selection and parameter optimization to obtain parsimonious solutions for predicting temperature settings in a continuous annealing furnace | Oct 1, 2015 | feature selectionModel Selection | CodeCode Available | 0 |
| A Comprehensive Filter Feature Selection for Improving Document Classification | Oct 1, 2015 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Efficient Discriminative Nonorthogonal Binary Subspace with its Application to Visual Tracking | Sep 28, 2015 | feature selectionObject | —Unverified | 0 |
| Feature Selection for classification of hyperspectral data by minimizing a tight bound on the VC dimension | Sep 27, 2015 | Classificationfeature selection | —Unverified | 0 |
| A Review of Feature Selection Methods Based on Mutual Information | Sep 24, 2015 | feature selection | —Unverified | 0 |
