| More Powerful Selective Kernel Tests for Feature Selection | Oct 14, 2019 | feature selectionSelection bias | CodeCode Available | 0 |
| Personalized Context-Aware Multi-Modal Transportation Recommendation | Oct 13, 2019 | feature selectionLearning-To-Rank | —Unverified | 0 |
| Adaptive template systems: Data-driven feature selection for learning with persistence diagrams | Oct 13, 2019 | Classificationfeature selection | —Unverified | 0 |
| Radiomic Feature Stability Analysis based on Probabilistic Segmentations | Oct 13, 2019 | feature selectionSegmentation | —Unverified | 0 |
| Prediction Focused Topic Models via Feature Selection | Oct 12, 2019 | feature selectionPrediction | CodeCode Available | 0 |
| Supervised feature selection with orthogonal regression and feature weighting | Oct 9, 2019 | feature selectionregression | —Unverified | 0 |
| An Information-theoretic Approach to Unsupervised Feature Selection for High-Dimensional Data | Oct 8, 2019 | feature selection | —Unverified | 0 |
| Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method | Oct 5, 2019 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 |
| Can I Trust the Explainer? Verifying Post-hoc Explanatory Methods | Oct 4, 2019 | feature selection | CodeCode Available | 1 |
| A Geometric Approach to Online Streaming Feature Selection | Oct 2, 2019 | feature selection | —Unverified | 0 |
| Dynamic Anchor Feature Selection for Single-Shot Object Detection | Oct 1, 2019 | feature selectionObject | —Unverified | 0 |
| Multi-classifier prediction of knee osteoarthritis progression from incomplete imbalanced longitudinal data | Sep 30, 2019 | feature selectionMulti-class Classification | —Unverified | 0 |
| CS Sparse K-means: An Algorithm for Cluster-Specific Feature Selection in High-Dimensional Clustering | Sep 26, 2019 | Clusteringfeature selection | —Unverified | 0 |
| Knockoff-Inspired Feature Selection via Generative Models | Sep 25, 2019 | feature selectionVariable Selection | —Unverified | 0 |
| Deep unsupervised feature selection | Sep 25, 2019 | feature selection | —Unverified | 0 |
| LEX-GAN: Layered Explainable Rumor Detector Based on Generative Adversarial Networks | Sep 25, 2019 | Decision MakingFake News Detection | —Unverified | 0 |
| Model-Agnostic Feature Selection with Additional Mutual Information | Sep 25, 2019 | Feature Importancefeature selection | —Unverified | 0 |
| On Weight-Sharing and Bilevel Optimization in Architecture Search | Sep 25, 2019 | Bilevel Optimizationfeature selection | —Unverified | 0 |
| A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI | Sep 25, 2019 | feature selection | —Unverified | 0 |
| From feature selection to continuous optimization | Sep 20, 2019 | feature selection | —Unverified | 0 |
| A nonlocal feature-driven exemplar-based approach for image inpainting | Sep 20, 2019 | feature selectionImage Inpainting | CodeCode Available | 0 |
| Interpretable Discriminative Dimensionality Reduction and Feature Selection on the Manifold | Sep 19, 2019 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Renyi Differentially Private ADMM for Non-Smooth Regularized Optimization | Sep 18, 2019 | feature selection | —Unverified | 0 |
| Split Deep Q-Learning for Robust Object Singulation | Sep 17, 2019 | feature selectionObject | —Unverified | 0 |
| Target-Focused Feature Selection Using a Bayesian Approach | Sep 15, 2019 | feature selection | —Unverified | 0 |
| SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation | Sep 12, 2019 | feature selectionglobal-optimization | —Unverified | 0 |
| Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models | Sep 12, 2019 | Clusteringfeature selection | —Unverified | 0 |
| Feature Engineering and Forecasting via Derivative-free Optimization and Ensemble of Sequence-to-sequence Networks with Applications in Renewable Energy | Sep 12, 2019 | Feature Engineeringfeature selection | CodeCode Available | 0 |
| A Robust Hybrid Approach for Textual Document Classification | Sep 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Late fusion of deep learning and hand-crafted features for Achilles tendon healing monitoring | Sep 11, 2019 | feature selectionregression | —Unverified | 0 |
| A Study of Deep Learning for Network Traffic Data Forecasting | Sep 10, 2019 | ClusteringDeep Learning | —Unverified | 0 |
| Classifying the Valence of Autobiographical Memories from fMRI Data | Sep 10, 2019 | Classificationfeature selection | —Unverified | 0 |
| Theory of Optimal Bayesian Feature Filtering | Sep 9, 2019 | feature selection | —Unverified | 0 |
| Geometry-Aware Video Object Detection for Static Cameras | Sep 6, 2019 | Autonomous Drivingfeature selection | —Unverified | 0 |
| Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network | Sep 6, 2019 | Feature Engineeringfeature selection | —Unverified | 0 |
| On Laughter and Speech-Laugh, Based on Observations of Child-Robot Interaction | Aug 30, 2019 | Descriptivefeature selection | —Unverified | 0 |
| Charge-Based Prison Term Prediction with Deep Gating Network | Aug 30, 2019 | feature selectionPrediction | —Unverified | 0 |
| Emotion Recognition in Low-Resource Settings: An Evaluation of Automatic Feature Selection Methods | Aug 28, 2019 | Emotion Recognitionfeature selection | —Unverified | 0 |
| Feature Gradients: Scalable Feature Selection via Discrete Relaxation | Aug 27, 2019 | feature selection | —Unverified | 0 |
| Research on Autonomous Maneuvering Decision of UCAV based on Approximate Dynamic Programming | Aug 27, 2019 | Decision Makingfeature selection | —Unverified | 0 |
| Camera Pose Correction in SLAM Based on Bias Values of Map Points | Aug 24, 2019 | Camera Pose Estimationfeature selection | —Unverified | 0 |
| Time series model selection with a meta-learning approach; evidence from a pool of forecasting algorithms | Aug 22, 2019 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics | Aug 22, 2019 | Computational EfficiencyCredit score | —Unverified | 0 |
| An efficient hybrid deep learning approach for internet security | Aug 20, 2019 | Deep Learningfeature selection | —Unverified | 0 |
| Compliance Change Tracking in Business Process Services | Aug 20, 2019 | Classificationfeature selection | —Unverified | 0 |
| Hybrid methodology based on Bayesian optimization and GA-PARSIMONY to search for parsimony models by combining hyperparameter optimization and feature selection | Aug 18, 2019 | Bayesian Optimizationfeature selection | —Unverified | 0 |
| Describing objects by their attributes | Aug 18, 2019 | Attributefeature selection | CodeCode Available | 0 |
| Locally Linear Embedding and fMRI feature selection in psychiatric classification | Aug 17, 2019 | ClassificationDiagnostic | —Unverified | 0 |
| Online Feature Selection for Activity Recognition using Reinforcement Learning with Multiple Feedback | Aug 16, 2019 | Activity Recognitionfeature selection | —Unverified | 0 |
| The Partial Response Network: a neural network nomogram | Aug 16, 2019 | Additive modelsBenchmarking | —Unverified | 0 |
