| VMAF And Variants: Towards A Unified VQA | Mar 13, 2021 | feature selectionregression | —Unverified | 0 |
| Causal Markov Boundaries | Mar 12, 2021 | feature selection | —Unverified | 0 |
| Genetic algorithm for feature selection of EEG heterogeneous data | Mar 12, 2021 | BenchmarkingEEG | —Unverified | 0 |
| An Automated Machine Learning (AutoML) Method for Driving Distraction Detection Based on Lane-Keeping Performance | Mar 10, 2021 | AutoMLBayesian Optimization | —Unverified | 0 |
| Prediction of 5-year Progression-Free Survival in Advanced Nasopharyngeal Carcinoma with Pretreatment PET/CT using Multi-Modality Deep Learning-based Radiomics | Mar 9, 2021 | feature selectionMedical Image Analysis | —Unverified | 0 |
| GRAPH-BASED FEATURE REPRESENTATION FOR MULTI-CLASS CLASSIFICATIONS USING THE JEFFRIES-MATUSITA DISTANCE | Mar 8, 2021 | feature selection | —Unverified | 0 |
| Weather Analogs with a Machine Learning Similarity Metric for Renewable Resource Forecasting | Mar 8, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Ensemble approach for detection of depression using EEG features | Mar 7, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Amino acid frequency and domain features serve well for random forest based classification of thermophilic and mesophilic protein; a case study on serine proteases | Mar 5, 2021 | Classificationfeature selection | —Unverified | 0 |
| Automatic Classification of OSA related Snoring Signals from Nocturnal Audio Recordings | Feb 25, 2021 | feature selectionGeneral Classification | —Unverified | 0 |
| Efficient and Accurate Multi-scale Topological Network for Single Image Dehazing | Feb 24, 2021 | feature selectionImage Dehazing | —Unverified | 0 |
| Learning to Fairly Classify the Quality of Wireless Links | Feb 23, 2021 | Fairnessfeature selection | —Unverified | 0 |
| Neural Feature Selection for Learning to Rank | Feb 22, 2021 | feature selectionInformation Retrieval | —Unverified | 0 |
| Person Re-identification based on Robust Features in Open-world | Feb 22, 2021 | Dynamic Time Warpingfeature selection | —Unverified | 0 |
| Shapley values for feature selection: The good, the bad, and the axioms | Feb 22, 2021 | Explainable Artificial Intelligence (XAI)feature selection | —Unverified | 0 |
| Data-driven formulation of natural laws by recursive-LASSO-based symbolic regression | Feb 18, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| A Novel Non-Invasive Estimation of Respiration Rate from Photoplethysmograph Signal Using Machine Learning Model | Feb 18, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Parsimonious Modelling for Estimating Hospital Cooling Demand to Improve Energy Efficiency | Feb 17, 2021 | feature selectionModel Selection | —Unverified | 0 |
| IoTDevID: A Behavior-Based Device Identification Method for the IoT | Feb 17, 2021 | Data Augmentationfeature selection | CodeCode Available | 1 |
| DAC: Deep Autoencoder-based Clustering, a General Deep Learning Framework of Representation Learning | Feb 15, 2021 | ClusteringDimensionality Reduction | —Unverified | 0 |
| End-to-End Intelligent Framework for Rockfall Detection | Feb 12, 2021 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Feature Selection for Multivariate Time Series via Network Pruning | Feb 11, 2021 | feature selectionNetwork Pruning | CodeCode Available | 0 |
| Towards Feature-Based Performance Regression Using Trajectory Data | Feb 10, 2021 | feature selectionregression | —Unverified | 0 |
| CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection | Feb 10, 2021 | Adversarial Robustnessfeature selection | CodeCode Available | 1 |
| Leaf Image-based Plant Disease Identification using Color and Texture Features | Feb 8, 2021 | feature selectionGeneral Classification | —Unverified | 0 |
| (AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network | Feb 8, 2021 | 3D Semantic SegmentationDecoder | —Unverified | 0 |
| Privacy-Preserving Feature Selection with Secure Multiparty Computation | Feb 6, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Machine learning pipeline for battery state of health estimation | Feb 1, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions | Feb 1, 2021 | feature selectionGeneral Classification | —Unverified | 0 |
| Event-Driven LSTM For Forex Price Prediction | Jan 29, 2021 | feature selectionPrediction | —Unverified | 0 |
| Inadequacy of Linear Methods for Minimal Sensor Placement and Feature Selection in Nonlinear Systems; a New Approach Using Secants | Jan 27, 2021 | feature selection | —Unverified | 0 |
| A Two-stage Framework for Compound Figure Separation | Jan 25, 2021 | feature selectionInformation Retrieval | —Unverified | 0 |
| Feature Selection Using Reinforcement Learning | Jan 23, 2021 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Prediction of Chronic Kidney Disease - A Machine Learning Perspective | Jan 22, 2021 | Disease Predictionfeature selection | —Unverified | 0 |
| Does a Hybrid Neural Network based Feature Selection Model Improve Text Classification? | Jan 22, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Orthogonal Least Squares Based Fast Feature Selection for Linear Classification | Jan 21, 2021 | Classificationfeature selection | CodeCode Available | 0 |
| Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method? | Jan 20, 2021 | ArticlesClassification | CodeCode Available | 1 |
| Cost-based feature selection for network model choice | Jan 19, 2021 | feature selectionmodel | —Unverified | 0 |
| Dissonance Between Human and Machine Understanding | Jan 18, 2021 | AttributeAutonomous Vehicles | —Unverified | 0 |
| Robusta: Robust AutoML for Feature Selection via Reinforcement Learning | Jan 15, 2021 | AutoMLFeature Importance | —Unverified | 0 |
| Joint Dimensionality Reduction for Separable Embedding Estimation | Jan 14, 2021 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| A Nature-Inspired Feature Selection Approach based on Hypercomplex Information | Jan 14, 2021 | feature selection | —Unverified | 0 |
| A Deep Learning Based Ternary Task Classification System Using Gramian Angular Summation Field in fNIRS Neuroimaging Data | Jan 14, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Day-ahead electricity price prediction applying hybrid models of LSTM-based deep learning methods and feature selection algorithms under consideration of market coupling | Jan 13, 2021 | Feature Importancefeature selection | —Unverified | 0 |
| Classification of Schizophrenia from Functional MRI Using Large-scale Extended Granger Causality | Jan 12, 2021 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Data augmentation and feature selection for automatic model recommendation in computational physics | Jan 12, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Automated feature extraction and selection for data-driven models of rapid battery capacity fade and end of life | Jan 12, 2021 | feature selection | —Unverified | 0 |
| Impact of Interventional Policies Including Vaccine on Covid-19 Propagation and Socio-Economic Factors | Jan 11, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Joint Prediction of Remaining Useful Life and Failure Type of Train Wheelsets: A Multi-task Learning Approach | Jan 10, 2021 | feature selectionMulti-Task Learning | —Unverified | 0 |
| Curvature-based Feature Selection with Application in Classifying Electronic Health Records | Jan 10, 2021 | Breast Cancer DetectionBreast Tissue Identification | CodeCode Available | 1 |