| Handcrafted Feature Selection Techniques for Pattern Recognition: A Survey | Sep 6, 2022 | feature selectionSurvey | —Unverified | 0 |
| A Study on Representation Transfer for Few-Shot Learning | Sep 5, 2022 | Classificationfeature selection | —Unverified | 0 |
| TB or not TB? Acoustic cough analysis for tuberculosis classification | Sep 2, 2022 | Cough Classificationfeature selection | —Unverified | 0 |
| Finding neural signatures for obesity through feature selection on source-localized EEG | Aug 30, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Machine Learning Models Evaluation and Feature Importance Analysis on NPL Dataset | Aug 28, 2022 | Feature Importancefeature selection | —Unverified | 0 |
| Another Use of SMOTE for Interpretable Data Collaboration Analysis | Aug 26, 2022 | feature selectionPrivacy Preserving | —Unverified | 0 |
| Alcohol Intake Differentiates AD and LATE: A Telltale Lifestyle from Two Large-Scale Datasets | Aug 25, 2022 | feature selection | CodeCode Available | 0 |
| C^2IMUFS: Complementary and Consensus Learning-based Incomplete Multi-view Unsupervised Feature Selection | Aug 20, 2022 | feature selection | —Unverified | 0 |
| Feature Selection Enhancement and Feature Space Visualization for Speech-Based Emotion Recognition | Aug 19, 2022 | Emotion Recognitionfeature selection | —Unverified | 0 |
| Feature Selection for Fault Detection and Prediction based on Event Log Analysis | Aug 19, 2022 | Anomaly DetectionFault Detection | —Unverified | 0 |
| An Efficient Multi-Step Framework for Malware Packing Identification | Aug 17, 2022 | feature selectionMalware Analysis | —Unverified | 0 |
| Quantum Bayesian Computation | Aug 17, 2022 | feature selectionGaussian Processes | —Unverified | 0 |
| Mixed Quantum-Classical Method For Fraud Detection with Quantum Feature Selection | Aug 16, 2022 | feature selectionFraud Detection | —Unverified | 0 |
| Progress towards machine learning methodologies for laser-induced breakdown spectroscopy with an emphasis on soil analysis | Aug 15, 2022 | feature selection | —Unverified | 0 |
| WiFi Based Distance Estimation Using Supervised Machine Learning | Aug 15, 2022 | feature selection | CodeCode Available | 0 |
| Patient-Specific Game-Based Transfer Method for Parkinson's Disease Severity Prediction | Aug 7, 2022 | feature selectionseverity prediction | —Unverified | 0 |
| Efficient Novelty Detection Methods for Early Warning of Potential Fatal Diseases | Aug 6, 2022 | Episode ClassificationFeature Engineering | CodeCode Available | 0 |
| An Adaptive and Altruistic PSO-based Deep Feature Selection Method for Pneumonia Detection from Chest X-Rays | Aug 6, 2022 | Classificationfeature selection | CodeCode Available | 0 |
| Parameter Averaging for Feature Ranking | Aug 5, 2022 | Decision MakingFeature Importance | —Unverified | 0 |
| Feature selection with gradient descent on two-layer networks in low-rotation regimes | Aug 4, 2022 | feature selection | —Unverified | 0 |
| A Novel Approach To Network Intrusion Detection System Using Deep Learning For Sdn: Futuristic Approach | Aug 3, 2022 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Understanding the classes better with class-specific and rule-specific feature selection, and redundancy control in a fuzzy rule based framework | Aug 2, 2022 | feature selection | —Unverified | 0 |
| An Online Sparse Streaming Feature Selection Algorithm | Aug 2, 2022 | feature selection | —Unverified | 0 |
| Towards Intercultural Affect Recognition: Audio-Visual Affect Recognition in the Wild Across Six Cultures | Jul 31, 2022 | Causal DiscoveryCultural Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Adaptive Feature Fusion for Cooperative Perception using LiDAR Point Clouds | Jul 30, 2022 | Domain Adaptationfeature selection | —Unverified | 0 |
| A Data Driven Method for Multi-step Prediction of Ship Roll Motion in High Sea States | Jul 26, 2022 | feature selectionPrediction | —Unverified | 0 |
| MedML: Fusing Medical Knowledge and Machine Learning Models for Early Pediatric COVID-19 Hospitalization and Severity Prediction | Jul 25, 2022 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 |
| Continuous ErrP detections during multimodal human-robot interaction | Jul 25, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Real Time Object Detection System with YOLO and CNN Models: A Review | Jul 23, 2022 | feature selectionObject | CodeCode Available | 0 |
| A-SFS: Semi-supervised Feature Selection based on Multi-task Self-supervision | Jul 19, 2022 | feature selectionSelf-Supervised Learning | —Unverified | 0 |
| Neural Greedy Pursuit for Feature Selection | Jul 19, 2022 | Feature Importancefeature selection | —Unverified | 0 |
| High-Order Conditional Mutual Information Maximization for dealing with High-Order Dependencies in Feature Selection | Jul 18, 2022 | feature selectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| GANDALF: Gated Adaptive Network for Deep Automated Learning of Features | Jul 18, 2022 | feature selectionregression | CodeCode Available | 1 |
| ManiFeSt: Manifold-based Feature Selection for Small Data Sets | Jul 18, 2022 | feature selection | —Unverified | 0 |
| Unsupervised Ensemble Based Deep Learning Approach for Attack Detection in IoT Network | Jul 16, 2022 | Ensemble Learningfeature selection | —Unverified | 0 |
| Unsupervised feature selection method based on iterative similarity graph factorization and clustering by modularity | Jul 15, 2022 | Clusteringfeature selection | CodeCode Available | 0 |
| NFDLM: A Lightweight Network Flow based Deep Learning Model for DDoS Attack Detection in IoT Domains | Jul 15, 2022 | feature selection | —Unverified | 0 |
| Attribute Graphs Underlying Molecular Generative Models: Path to Learning with Limited Data | Jul 14, 2022 | AttributeCausal Discovery | —Unverified | 0 |
| Graph Property Prediction on Open Graph Benchmark: A Winning Solution by Graph Neural Architecture Search | Jul 13, 2022 | feature selectionGraph Classification | CodeCode Available | 1 |
| Employing Feature Selection Algorithms to Determine the Immune State of a Mouse Model of Rheumatoid Arthritis | Jul 12, 2022 | Decision Makingfeature selection | —Unverified | 0 |
| A novel evaluation methodology for supervised Feature Ranking algorithms | Jul 9, 2022 | BenchmarkingFeature Importance | CodeCode Available | 0 |
| UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection | Jul 8, 2022 | Data AugmentationDimensionality Reduction | —Unverified | 0 |
| MACFE: A Meta-learning and Causality Based Feature Engineering Framework | Jul 8, 2022 | Feature Engineeringfeature selection | CodeCode Available | 0 |
| ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles | Jul 8, 2022 | Additive modelsfeature selection | CodeCode Available | 1 |
| DIWIFT: Discovering Instance-wise Influential Features for Tabular Data | Jul 6, 2022 | feature selection | CodeCode Available | 0 |
| Ensemble feature selection with clustering for analysis of high-dimensional, correlated clinical data in the search for Alzheimer's disease biomarkers | Jul 6, 2022 | Clusteringfeature selection | —Unverified | 0 |
| Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery | Jul 5, 2022 | feature selection | —Unverified | 0 |
| DiffML: End-to-end Differentiable ML Pipelines | Jul 4, 2022 | feature selection | —Unverified | 0 |
| The maximum capability of a topological feature in link prediction | Jun 30, 2022 | feature selectionLink Prediction | CodeCode Available | 0 |
| Using Person Embedding to Enrich Features and Data Augmentation for Classification | Jun 30, 2022 | BIG-bench Machine LearningClassification | —Unverified | 0 |