| Interpretable Selection and Visualization of Features and Interactions Using Bayesian Forests | Jun 8, 2015 | feature selectionGeneral Classification | CodeCode Available | 0 |
| Randomized Structural Sparsity based Support Identification with Applications to Locating Activated or Discriminative Brain Areas: A Multi-center Reproducibility Study | Jun 7, 2015 | feature selection | —Unverified | 0 |
| Classification and regression using an outer approximation projection-gradient method | Jun 6, 2015 | Classificationfeature selection | —Unverified | 0 |
| Global Gene Expression Analysis Using Machine Learning Methods | Jun 5, 2015 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Gene selection for cancer classification using a hybrid of univariate and multivariate feature selection methods | Jun 5, 2015 | Cancer Classificationfeature selection | —Unverified | 0 |
| The Preference Learning Toolbox | Jun 4, 2015 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Classification with many classes: challenges and pluses | Jun 4, 2015 | Classificationfeature selection | —Unverified | 0 |
| Unsupervised Feature Analysis with Class Margin Optimization | Jun 3, 2015 | ClusteringFeature Correlation | —Unverified | 0 |
| Global and Local Structure Preserving Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection | Jun 2, 2015 | feature selection | —Unverified | 0 |
| Feature selection for automated speech scoring | Jun 1, 2015 | feature selection | —Unverified | 0 |
| Cross-Age Face Verification by Coordinating With Cross-Face Age Verification | Jun 1, 2015 | Face Verificationfeature selection | —Unverified | 0 |
| The k-Support Norm and Convex Envelopes of Cardinality and Rank | Jun 1, 2015 | Computational Efficiencyfeature selection | —Unverified | 0 |
| Unsupervised Simultaneous Orthogonal Basis Clustering Feature Selection | Jun 1, 2015 | Clusteringfeature selection | —Unverified | 0 |
| Feature Representation for Online Signature Verification | May 29, 2015 | Deep Learningfeature selection | —Unverified | 0 |
| Using Dimension Reduction to Improve the Classification of High-dimensional Data | May 26, 2015 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Learning Dynamic Feature Selection for Fast Sequential Prediction | May 22, 2015 | BenchmarkingDependency Parsing | —Unverified | 0 |
| Deep sparse multi-task learning for feature selection in Alzheimer’s disease diagnosis | May 21, 2015 | Clusteringfeature selection | —Unverified | 0 |
| An evaluation of DNA-damage response and cell-cycle pathways for breast cancer classification | May 19, 2015 | Cancer Classificationfeature selection | —Unverified | 0 |
| Risk and Regret of Hierarchical Bayesian Learners | May 19, 2015 | feature selection | —Unverified | 0 |
| Feature selection using Fisher's ratio technique for automatic speech recognition | May 13, 2015 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Integrating K-means with Quadratic Programming Feature Selection | May 7, 2015 | Clusteringfeature selection | —Unverified | 0 |
| Paradigm classification in supervised learning of morphology | May 1, 2015 | ClassificationDescriptive | —Unverified | 0 |
| Meta learning of bounds on the Bayes classifier error | Apr 27, 2015 | feature selectionMeta-Learning | —Unverified | 0 |
| Evolving Fuzzy Image Segmentation with Self-Configuration | Apr 23, 2015 | feature selectionImage Segmentation | —Unverified | 0 |
| Adaptive Compressive Tracking via Online Vector Boosting Feature Selection | Apr 21, 2015 | feature selection | —Unverified | 0 |
