| Mutual Information-Based Unsupervised Feature Transformation for Heterogeneous Feature Subset Selection | Nov 24, 2014 | feature selection | —Unverified | 0 |
| Diversifying Sparsity Using Variational Determinantal Point Processes | Nov 23, 2014 | Diversityfeature selection | —Unverified | 0 |
| A Convex Sparse PCA for Feature Analysis | Nov 23, 2014 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Semi-supervised Feature Analysis by Mining Correlations among Multiple Tasks | Nov 23, 2014 | feature selection | —Unverified | 0 |
| Attentional Neural Network: Feature Selection Using Cognitive Feedback | Nov 19, 2014 | feature selectionGeneral Classification | CodeCode Available | 0 |
| HIPAD - A Hybrid Interior-Point Alternating Direction algorithm for knowledge-based SVM and feature selection | Nov 16, 2014 | feature selectionGeneral Classification | —Unverified | 0 |
| N^3LARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data | Nov 10, 2014 | Distributed Computingfeature selection | —Unverified | 0 |
| Bayesian feature selection with strongly-regularizing priors maps to the Ising Model | Nov 3, 2014 | Bayesian Inferencefeature selection | —Unverified | 0 |
| Training for Fast Sequential Prediction Using Dynamic Feature Selection | Oct 30, 2014 | feature selectionparameter estimation | —Unverified | 0 |
| Feature Selection through Minimization of the VC dimension | Oct 27, 2014 | Drug Discoveryfeature selection | —Unverified | 0 |
| Median Selection Subset Aggregation for Parallel Inference | Oct 24, 2014 | feature selectionModel Selection | —Unverified | 0 |
| Generalized Compression Dictionary Distance as Universal Similarity Measure | Oct 21, 2014 | Clusteringfeature selection | —Unverified | 0 |
| Feature Selection Based on Confidence Machine | Oct 20, 2014 | feature selectionMath | —Unverified | 0 |
| Optimal Feature Selection from VMware ESXi 5.1 Feature Set | Oct 18, 2014 | Clusteringfeature selection | —Unverified | 0 |
| Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection | Oct 17, 2014 | Classificationfeature selection | —Unverified | 0 |
| Randomized Structural Sparsity via Constrained Block Subsampling for Improved Sensitivity of Discriminative Voxel Identification | Oct 17, 2014 | feature selectionSensitivity | —Unverified | 0 |
| Multi-Scale Local Shape Analysis and Feature Selection in Machine Learning Applications | Oct 13, 2014 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Approximate False Positive Rate Control in Selection Frequency for Random Forest | Oct 10, 2014 | feature selection | CodeCode Available | 0 |
| PAC-Bayesian AUC classification and scoring | Oct 7, 2014 | Classificationfeature selection | —Unverified | 0 |
| Corpora Preparation and Stopword List Generation for Arabic data in Social Network | Oct 5, 2014 | feature selectionGeneral Classification | —Unverified | 0 |
| Learning manifold to regularize nonnegative matrix factorization | Oct 3, 2014 | feature selectiongraph construction | —Unverified | 0 |
| Large-scale Online Feature Selection for Ultra-high Dimensional Sparse Data | Sep 27, 2014 | feature selectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| A Semidefinite Programming Based Search Strategy for Feature Selection with Mutual Information Measure | Sep 25, 2014 | feature selection | —Unverified | 0 |
| HSR: L1/2 Regularized Sparse Representation for Fast Face Recognition using Hierarchical Feature Selection | Sep 23, 2014 | Face Recognitionfeature selection | —Unverified | 0 |
| Feature selection and multi-kernel learning for adaptive graph regularized nonnegative matrix factorization | Sep 20, 2014 | feature selection | —Unverified | 0 |
