| Evaluation of a novel GA-based methodology for model structure selection: The GA-PARSIMONY | Jan 3, 2018 | feature selectionregression | CodeCode Available | 0 |
| Facial emotion recognition using min-max similarity classifier | Jan 1, 2018 | ClassificationEmotion Recognition | —Unverified | 0 |
| An empirical evaluation for the intrusion detection features based on machine learning and feature selection methods | Dec 27, 2017 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Ensemble Models for Detecting Wikidata Vandalism with Stacking - Team Honeyberry Vandalism Detector at WSDM Cup 2017 | Dec 19, 2017 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Columnar Database Techniques for Creating AI Features | Dec 7, 2017 | feature selection | —Unverified | 0 |
| S-Shaped vs. V-Shaped Transfer Functions for Antlion Optimization Algorithm in Feature Selection Problems | Dec 6, 2017 | feature selectionGeneral Classification | —Unverified | 0 |
| Regularization and feature selection for large dimensional data | Dec 6, 2017 | feature selectionGeneral Classification | —Unverified | 0 |
| Deep Regionlets for Object Detection | Dec 6, 2017 | feature selectionNovel Object Detection | —Unverified | 0 |
| Triagem virtual de imagens de imuno-histoquímica usando redes neurais artificiais e espectro de padrões | Dec 3, 2017 | ClassificationContent-Based Image Retrieval | —Unverified | 0 |
| PFAx: Predictable Feature Analysis to Perform Control | Dec 2, 2017 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| A Deep Learning based Feature Selection Method with Multi Level Feature Identification and Extraction using Convolutional Neural Network | Dec 1, 2017 | Diagnosticfeature selection | —Unverified | 0 |
| Sparse Approximate Conic Hulls | Dec 1, 2017 | feature selection | —Unverified | 0 |
| Multivariate Time Series Classification with WEASEL+MUSE | Nov 30, 2017 | Classificationfeature selection | CodeCode Available | 0 |
| Contextual Outlier Interpretation | Nov 28, 2017 | feature selectionOutlier Detection | —Unverified | 0 |
| DeepChess: End-to-End Deep Neural Network for Automatic Learning in Chess | Nov 27, 2017 | feature selectionGame of Chess | CodeCode Available | 0 |
| Accessible Melanoma Detection using Smartphones and Mobile Image Analysis | Nov 27, 2017 | feature selectionSegmentation | —Unverified | 0 |
| Feature Selection Facilitates Learning Mixtures of Discrete Product Distributions | Nov 25, 2017 | feature selection | —Unverified | 0 |
| Persistent homology machine learning for fingerprint classification | Nov 24, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Relief-Based Feature Selection: Introduction and Review | Nov 22, 2017 | feature selection | —Unverified | 0 |
| Benchmarking Relief-Based Feature Selection Methods for Bioinformatics Data Mining | Nov 22, 2017 | Benchmarkingfeature selection | CodeCode Available | 1 |
| Jaccard analysis and LASSO-based feature selection for location fingerprinting with limited computational complexity | Nov 21, 2017 | feature selectionPosition | —Unverified | 0 |
| Deletion-Robust Submodular Maximization at Scale | Nov 20, 2017 | Fairnessfeature selection | —Unverified | 0 |
| From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions | Nov 18, 2017 | AttributeDiversity | —Unverified | 0 |
| Robust Matrix Elastic Net based Canonical Correlation Analysis: An Effective Algorithm for Multi-View Unsupervised Learning | Nov 14, 2017 | feature selection | —Unverified | 0 |
| Feature Selection based on the Local Lift Dependence Scale | Nov 11, 2017 | feature selection | —Unverified | 0 |
| Clustering with feature selection using alternating minimization, Application to computational biology | Nov 8, 2017 | Clusteringfeature selection | —Unverified | 0 |
| Sketching Linear Classifiers over Data Streams | Nov 7, 2017 | feature selection | CodeCode Available | 0 |
| Online Tool Condition Monitoring Based on Parsimonious Ensemble+ | Nov 6, 2017 | Active LearningEnsemble Learning | —Unverified | 0 |
| Fault Detection of Broken Rotor Bar in LS-PMSM Using Random Forests | Nov 3, 2017 | DiagnosticFault Detection | —Unverified | 0 |
| Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-grained Air Quality | Nov 2, 2017 | feature selectionPrediction | —Unverified | 0 |
| Contextual Regression: An Accurate and Conveniently Interpretable Nonlinear Model for Mining Discovery from Scientific Data | Oct 30, 2017 | feature selectionNetwork Embedding | CodeCode Available | 0 |
| Stochastic Zeroth-order Optimization in High Dimensions | Oct 29, 2017 | feature selectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Data-driven Feature Sampling for Deep Hyperspectral Classification and Segmentation | Oct 26, 2017 | Classificationfeature selection | —Unverified | 0 |
| A Two-Level Classification Approach for Detecting Clickbait Posts using Text-Based Features | Oct 23, 2017 | Clickbait DetectionFake News Detection | CodeCode Available | 0 |
| AutoEncoder Inspired Unsupervised Feature Selection | Oct 23, 2017 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Identifying Mild Traumatic Brain Injury Patients From MR Images Using Bag of Visual Words | Oct 18, 2017 | feature selection | —Unverified | 0 |
| Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model | Oct 16, 2017 | Dimensionality ReductionEconometrics | —Unverified | 0 |
| Effects of Images with Different Levels of Familiarity on EEG | Oct 12, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Considerations of automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure | Oct 9, 2017 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Structural Feature Selection for Event Logs | Oct 8, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Testing for Feature Relevance: The HARVEST Algorithm | Sep 30, 2017 | feature selection | —Unverified | 0 |
| Introducing DeepBalance: Random Deep Belief Network Ensembles to Address Class Imbalance | Sep 28, 2017 | feature selectionFraud Detection | —Unverified | 0 |
| Automatic Error Analysis of Human Motor Performance for Interactive Coaching in Virtual Reality | Sep 26, 2017 | Dynamic Time Warpingfeature selection | —Unverified | 0 |
| Learning a Predictive Model for Music Using PULSE | Sep 26, 2017 | feature selectionmodel | —Unverified | 0 |
| Understanding a Version of Multivariate Symmetric Uncertainty to assist in Feature Selection | Sep 25, 2017 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Contrastive Principal Component Analysis | Sep 20, 2017 | Denoisingfeature selection | CodeCode Available | 0 |
| Rotation Adaptive Visual Object Tracking with Motion Consistency | Sep 18, 2017 | feature selectionObject | CodeCode Available | 0 |
| An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems | Sep 15, 2017 | Causal DiscoveryDimensionality Reduction | —Unverified | 0 |
| A Generic Framework for Interesting Subspace Cluster Detection in Multi-attributed Networks | Sep 15, 2017 | feature selection | —Unverified | 0 |
| An Iterative Regression Approach for Face Pose Estimation from RGB Images | Sep 10, 2017 | feature selectionPose Estimation | —Unverified | 0 |