| Self-Configuring and Evolving Fuzzy Image Thresholding | Sep 15, 2015 | feature selectionImage Segmentation | —Unverified | 0 |
| Sparse Multinomial Logistic Regression via Approximate Message Passing | Sep 15, 2015 | feature selectionGeneral Classification | —Unverified | 0 |
| Toward better feature weighting algorithms: a focus on Relief | Sep 12, 2015 | feature selection | —Unverified | 0 |
| Double Relief with progressive weighting function | Sep 12, 2015 | Experimental Designfeature selection | —Unverified | 0 |
| Integration of graph clustering with ant colony optimization for feature selection | Sep 4, 2015 | ClusteringCommunity Detection | —Unverified | 0 |
| Vision-Based Road Detection using Contextual Blocks | Sep 3, 2015 | Autonomous NavigationComputational Efficiency | —Unverified | 0 |
| Bayesian Masking: Sparse Bayesian Estimation with Weaker Shrinkage Bias | Sep 3, 2015 | Bayesian Inferencefeature selection | —Unverified | 0 |
| A Fuzzy Approach for Feature Evaluation and Dimensionality Reduction to Improve the Quality of Web Usage Mining Results | Sep 1, 2015 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Feature Selection via Binary Simultaneous Perturbation Stochastic Approximation | Aug 30, 2015 | feature selection | —Unverified | 0 |
| Mining Brain Networks using Multiple Side Views for Neurological Disorder Identification | Aug 19, 2015 | Diagnosticfeature selection | —Unverified | 0 |
| Deep Boosting: Joint Feature Selection and Analysis Dictionary Learning in Hierarchy | Aug 8, 2015 | ClassificationDictionary Learning | —Unverified | 0 |
| Turnover Prediction Of Shares using Data Mining techniques : A Case Study | Aug 1, 2015 | feature selectionGeneral Classification | —Unverified | 0 |
| Multimodal Multipart Learning for Action Recognition in Depth Videos | Jul 31, 2015 | Action Recognitionfeature selection | —Unverified | 0 |
| Sparse Probit Linear Mixed Model | Jul 16, 2015 | feature selectionmodel | —Unverified | 0 |
| Twitter Sentiment Analysis: Lexicon Method, Machine Learning Method and Their Combination | Jul 3, 2015 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Non-convex Regularizations for Feature Selection in Ranking With Sparse SVM | Jul 2, 2015 | feature selectionLearning-To-Rank | —Unverified | 0 |
| Feature Selection for Short Text Classification using Wavelet Packet Transform | Jul 1, 2015 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Feature Selection in Kernel Space: A Case Study on Dependency Parsing | Jul 1, 2015 | Dependency Parsingfeature selection | —Unverified | 0 |
| A Novel Approach for Stable Selection of Informative Redundant Features from High Dimensional fMRI Data | Jun 27, 2015 | feature selection | —Unverified | 0 |
| CRAFT: ClusteR-specific Assorted Feature selecTion | Jun 25, 2015 | Clusteringfeature selection | —Unverified | 0 |
| Feature Selection for Ridge Regression with Provable Guarantees | Jun 17, 2015 | Classificationfeature selection | —Unverified | 0 |
| Probabilistic Approach for Evaluating Metabolite Sample Integrity | Jun 14, 2015 | feature selection | —Unverified | 0 |
| Search Strategies for Binary Feature Selection for a Naive Bayes Classifier | Jun 12, 2015 | feature selectionGeneral Classification | —Unverified | 0 |
| Sparse Proteomics Analysis - A compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data | Jun 11, 2015 | compressed sensingfeature selection | —Unverified | 0 |
| Optimal Sparse Kernel Learning for Hyperspectral Anomaly Detection | Jun 8, 2015 | Anomaly Detectionfeature selection | —Unverified | 0 |
