| Author Name Disambiguation via Heterogeneous Network Embedding from Structural and Semantic Perspectives | Dec 24, 2022 | Attributefeature selection | —Unverified | 0 |
| ProgNet: A Transferable Deep Network for Aircraft Engine Damage Propagation Prognosis under Real Flight Conditions | Dec 23, 2022 | DenoisingDimensionality Reduction | CodeCode Available | 0 |
| A Study of Left Before Treatment Complete Emergency Department Patients: An Optimized Explanatory Machine Learning Framework | Dec 22, 2022 | feature selectionHyperparameter Optimization | —Unverified | 0 |
| An Adaptive Simulated Annealing-Based Machine Learning Approach for Developing an E-Triage Tool for Hospital Emergency Operations | Dec 22, 2022 | feature selectionMetaheuristic Optimization | —Unverified | 0 |
| Rumour detection using graph neural network and oversampling in benchmark Twitter dataset | Dec 20, 2022 | Data Augmentationfeature selection | —Unverified | 0 |
| An Extension of Fisher's Criterion: Theoretical Results with a Neural Network Realization | Dec 19, 2022 | feature selection | —Unverified | 0 |
| An Evolutionary Multitasking Algorithm with Multiple Filtering for High-Dimensional Feature Selection | Dec 17, 2022 | feature selectionTransfer Learning | CodeCode Available | 1 |
| A new weighted ensemble model for phishing detection based on feature selection | Dec 15, 2022 | feature selection | —Unverified | 0 |
| Losses over Labels: Weakly Supervised Learning via Direct Loss Construction | Dec 13, 2022 | feature selectionimage-classification | CodeCode Available | 0 |
| Self-adaptive algorithms for quasiconvex programming and applications to machine learning | Dec 13, 2022 | feature selection | —Unverified | 0 |
| Mitigating Adversarial Gray-Box Attacks Against Phishing Detectors | Dec 11, 2022 | feature selection | —Unverified | 0 |
| Bio-Inspired Feature Selection in Brain Disease Detection via an Improved Sparrow Search Algorithm | Dec 9, 2022 | ClassificationComputed Tomography (CT) | —Unverified | 0 |
| Improving Mutual Information based Feature Selection by Boosting Unique Relevance | Dec 9, 2022 | feature selection | —Unverified | 0 |
| ML-powered KQI estimation for XR services. A case study on 360-Video | Dec 8, 2022 | Feature Engineeringfeature selection | —Unverified | 0 |
| A Dependable Hybrid Machine Learning Model for Network Intrusion Detection | Dec 8, 2022 | feature selectionHybrid Machine Learning | —Unverified | 0 |
| Fallen Angel Bonds Investment and Bankruptcy Predictions Using Manual Models and Automated Machine Learning | Dec 7, 2022 | feature selection | —Unverified | 0 |
| Systematic Analysis of Biomolecular Conformational Ensembles with PENSA | Dec 6, 2022 | feature selection | CodeCode Available | 1 |
| FEMa-FS: Finite Element Machines for Feature Selection | Dec 5, 2022 | Anomaly Detectionfeature selection | —Unverified | 0 |
| Feature Selection with Distance Correlation | Nov 30, 2022 | Automated Feature EngineeringFeature Engineering | —Unverified | 0 |
| Interpretability with full complexity by constraining feature information | Nov 30, 2022 | feature selectionInterpretable Machine Learning | —Unverified | 0 |
| Universal Feature Selection Tool (UniFeat): An Open-Source Tool for Dimensionality Reduction | Nov 30, 2022 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data | Nov 28, 2022 | feature selection | CodeCode Available | 1 |
| SliceMatch: Geometry-guided Aggregation for Cross-View Pose Estimation | Nov 26, 2022 | Camera Pose EstimationContrastive Learning | CodeCode Available | 1 |
| Where to Pay Attention in Sparse Training for Feature Selection? | Nov 26, 2022 | feature selection | CodeCode Available | 1 |
| Non-invasive Liver Fibrosis Screening on CT Images using Radiomics | Nov 25, 2022 | feature selectionregression | —Unverified | 0 |
| Graph Convolutional Network-based Feature Selection for High-dimensional and Low-sample Size Data | Nov 25, 2022 | Dimensionality Reductionfeature selection | CodeCode Available | 1 |
| fseval: A Benchmarking Framework for Feature Selection and Feature Ranking Algorithms | Nov 23, 2022 | Automated Feature EngineeringBenchmarking | CodeCode Available | 1 |
| Accuracy Prediction for NAS Acceleration using Feature Selection and Extrapolation | Nov 22, 2022 | feature selectionregression | CodeCode Available | 0 |
| On the Pointwise Behavior of Recursive Partitioning and Its Implications for Heterogeneous Causal Effect Estimation | Nov 19, 2022 | feature selectionquantile regression | —Unverified | 0 |
| Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation | Nov 17, 2022 | feature selectionImage Segmentation | —Unverified | 0 |
| An Advantage Using Feature Selection with a Quantum Annealer | Nov 17, 2022 | feature selection | —Unverified | 0 |
| Persian Emotion Detection using ParsBERT and Imbalanced Data Handling Approaches | Nov 15, 2022 | Data AugmentationEmotion Recognition | CodeCode Available | 0 |
| Feedback Chain Network For Hippocampus Segmentation | Nov 15, 2022 | Decoderfeature selection | —Unverified | 0 |
| Secure and Privacy-Preserving Automated Machine Learning Operations into End-to-End Integrated IoT-Edge-Artificial Intelligence-Blockchain Monitoring System for Diabetes Mellitus Prediction | Nov 13, 2022 | Diabetes Predictionfeature selection | CodeCode Available | 1 |
| Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of Intelligence | Nov 11, 2022 | feature selectionFunctional Connectivity | CodeCode Available | 0 |
| A Benchmarking Dataset with 2440 Organic Molecules for Volume Distribution at Steady State | Nov 10, 2022 | Benchmarkingfeature selection | CodeCode Available | 0 |
| A metaheuristic multi-objective interaction-aware feature selection method | Nov 10, 2022 | feature selectionMetaheuristic Optimization | —Unverified | 0 |
| Variational Quantum Kernels with Task-Specific Quantum Metric Learning | Nov 8, 2022 | feature selectionMetric Learning | —Unverified | 0 |
| RRSR:Reciprocal Reference-based Image Super-Resolution with Progressive Feature Alignment and Selection | Nov 8, 2022 | feature selectionImage Super-Resolution | —Unverified | 0 |
| Individualized and Global Feature Attributions for Gradient Boosted Trees in the Presence of _2 Regularization | Nov 8, 2022 | Additive modelsfeature selection | CodeCode Available | 0 |
| Synthetic Data for Feature Selection | Nov 6, 2022 | feature selection | CodeCode Available | 0 |
| Feature Selection for Classification with QAOA | Nov 5, 2022 | ClassificationCombinatorial Optimization | —Unverified | 0 |
| Detection of High Impedance Faults in Microgrids using Machine Learning | Nov 4, 2022 | feature selectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Composite Feature Selection using Deep Ensembles | Nov 1, 2022 | feature selection | CodeCode Available | 1 |
| A new filter for dimensionality reduction and classification of hyperspectral images using GLCM features and mutual information | Nov 1, 2022 | ClassificationClassification Of Hyperspectral Images | —Unverified | 0 |
| Transposed Variational Auto-encoder with Intrinsic Feature Learning for Traffic Forecasting | Oct 30, 2022 | feature selectionGraph Attention | CodeCode Available | 1 |
| 2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study | Oct 29, 2022 | feature selectionMedical Image Analysis | —Unverified | 0 |
| End-to-end Ensemble-based Feature Selection for Paralinguistics Tasks | Oct 28, 2022 | Feature Engineeringfeature selection | —Unverified | 0 |
| Coordinate Descent for SLOPE | Oct 26, 2022 | feature selection | CodeCode Available | 0 |
| New wrapper method based on normalized mutual information for dimension reduction and classification of hyperspectral images | Oct 25, 2022 | ClassificationClassification Of Hyperspectral Images | —Unverified | 0 |
