| Counting Markov Blanket Structures | Jul 9, 2014 | feature selection | —Unverified | 0 |
| RankMerging: A supervised learning-to-rank framework to predict links in large social network | Jul 9, 2014 | feature selectionLearning-To-Rank | —Unverified | 0 |
| Anomaly Detection Based on Aggregation of Indicators | Jul 3, 2014 | Anomaly Detectionfeature selection | —Unverified | 0 |
| DC approximation approaches for sparse optimization | Jul 1, 2014 | feature selection | —Unverified | 0 |
| Direct Density-Derivative Estimation and Its Application in KL-Divergence Approximation | Jun 30, 2014 | Change Detectionfeature selection | —Unverified | 0 |
| Contrastive Feature Induction for Efficient Structure Learning of Conditional Random Fields | Jun 28, 2014 | feature selectionRelational Reasoning | —Unverified | 0 |
| An Open Source Pattern Recognition Toolbox for MATLAB | Jun 21, 2014 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Multi-stage Multi-task feature learning via adaptive threshold | Jun 16, 2014 | feature selection | —Unverified | 0 |
| Feature Selection For High-Dimensional Clustering | Jun 9, 2014 | ClusteringDensity Estimation | —Unverified | 0 |
| Application and Verification of Algorithm Learning Based Neural Network | Jun 7, 2014 | feature selectionGeneral Classification | —Unverified | 0 |
| A data-driven approach to predict the success of bank telemarketing | Jun 1, 2014 | feature selection | CodeCode Available | 0 |
| Bayesian Reordering Model with Feature Selection | Jun 1, 2014 | feature selectionMachine Translation | —Unverified | 0 |
| One Millisecond Face Alignment with an Ensemble of Regression Trees | Jun 1, 2014 | Data AugmentationFace Alignment | —Unverified | 0 |
| Complex Activity Recognition using Granger Constrained DBN (GCDBN) in Sports and Surveillance Video | Jun 1, 2014 | Activity RecognitionDescriptive | —Unverified | 0 |
| Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis | Jun 1, 2014 | feature selection | —Unverified | 0 |
| Facial Expression Recognition via a Boosted Deep Belief Network | Jun 1, 2014 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Compact Representation for Image Classification: To Choose or to Compress? | Jun 1, 2014 | ClassificationCPU | —Unverified | 0 |
| Feature Selection for Linear SVM with Provable Guarantees | Jun 1, 2014 | feature selection | —Unverified | 0 |
| Simultaneous Feature and Expert Selection within Mixture of Experts | May 29, 2014 | feature selectionMixture-of-Experts | —Unverified | 0 |
| Fully Bayesian Logistic Regression with Hyper-Lasso Priors for High-dimensional Feature Selection | May 13, 2014 | feature selectionregression | CodeCode Available | 0 |
| Feature selection for classification with class-separability strategy and data envelopment analysis | May 6, 2014 | feature selectionGeneral Classification | —Unverified | 0 |
| Feature Selection On Boolean Symbolic Objects | May 4, 2014 | feature selection | —Unverified | 0 |
| Speech-Based Emotion Recognition: Feature Selection by Self-Adaptive Multi-Criteria Genetic Algorithm | May 1, 2014 | Emotion Recognitionfeature selection | —Unverified | 0 |
| Learning from Domain Complexity | May 1, 2014 | feature selectionModel Selection | —Unverified | 0 |
| First approach toward Semantic Role Labeling for Basque | May 1, 2014 | feature selectionMachine Translation | —Unverified | 0 |
| High Dimensional Semiparametric Latent Graphical Model for Mixed Data | Apr 29, 2014 | feature selectionVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Online Group Feature Selection | Apr 18, 2014 | feature selection | —Unverified | 0 |
| Priors for Random Count Matrices Derived from a Family of Negative Binomial Processes | Apr 12, 2014 | feature selectiontext-classification | —Unverified | 0 |
| Gradient-based Laplacian Feature Selection | Apr 10, 2014 | feature selectionObject Recognition | —Unverified | 0 |
| Sparse K-Means with _/_0 Penalty for High-Dimensional Data Clustering | Mar 31, 2014 | Clusteringfeature selection | —Unverified | 0 |
| Relevant Feature Selection Model Using Data Mining for Intrusion Detection System | Mar 30, 2014 | feature selectionIntrusion Detection | —Unverified | 0 |
| Selective Factor Extraction in High Dimensions | Mar 25, 2014 | feature selectionModel Selection | —Unverified | 0 |
| An Efficient Feature Selection in Classification of Audio Files | Mar 24, 2014 | AttributeClassification | —Unverified | 0 |
| Non-uniform Feature Sampling for Decision Tree Ensembles | Mar 24, 2014 | feature selectionGeneral Classification | —Unverified | 0 |
| Simultaneous sparse estimation of canonical vectors in the p>>N setting | Mar 24, 2014 | Classification Consistencyfeature selection | —Unverified | 0 |
| Multi-task Feature Selection based Anomaly Detection | Mar 17, 2014 | Anomaly Detectionfeature selection | —Unverified | 0 |
| Natural Language Feature Selection via Cooccurrence | Mar 8, 2014 | feature selectionSpecificity | —Unverified | 0 |
| Improving Performance of a Group of Classification Algorithms Using Resampling and Feature Selection | Mar 8, 2014 | Classificationfeature selection | —Unverified | 0 |
| A Hybrid Feature Selection Method to Improve Performance of a Group of Classification Algorithms | Mar 8, 2014 | feature selectionGeneral Classification | —Unverified | 0 |
| Ant Colony based Feature Selection Heuristics for Retinal Vessel Segmentation | Mar 7, 2014 | feature selectionGeneral Classification | —Unverified | 0 |
| Expert System Based On Neural-Fuzzy Rules for Thyroid Diseases Diagnosis | Mar 3, 2014 | Classificationfeature selection | —Unverified | 0 |
| Machine Learning Methods in the Computational Biology of Cancer | Feb 24, 2014 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| A Statistical Approach to Set Classification by Feature Selection with Applications to Classification of Histopathology Images | Feb 19, 2014 | Classificationfeature selection | —Unverified | 0 |
| High Dimensional Semiparametric Scale-Invariant Principal Component Analysis | Feb 18, 2014 | feature selectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Classification with Sparse Overlapping Groups | Feb 18, 2014 | Classificationfeature selection | —Unverified | 0 |
| Feature and Variable Selection in Classification | Feb 10, 2014 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| A Feature Subset Selection Algorithm Automatic Recommendation Method | Feb 4, 2014 | feature selectionGeneral Classification | —Unverified | 0 |
| Applying Supervised Learning Algorithms and a New Feature Selection Method to Predict Coronary Artery Disease | Feb 3, 2014 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Markov Blanket Ranking using Kernel-based Conditional Dependence Measures | Feb 1, 2014 | feature selection | —Unverified | 0 |
| Effective Features of Remote Sensing Image Classification Using Interactive Adaptive Thresholding Method | Jan 30, 2014 | ClassificationCombinatorial Optimization | —Unverified | 0 |