| DigiVoice: Voice Biomarker Featurization and Analysis Pipeline | Jun 17, 2019 | Data Visualizationfeature selection | CodeCode Available | 0 | 5 |
| Development and external validation of a lung cancer risk estimation tool using gradient-boosting | Aug 23, 2023 | Ensemble Learningfeature selection | CodeCode Available | 0 | 5 |
| Estimation and Feature Selection in Mixtures of Generalized Linear Experts Models | Jul 14, 2019 | Clusteringfeature selection | CodeCode Available | 0 | 5 |
| Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval | Jan 16, 2025 | feature selectionIn-Context Learning | CodeCode Available | 0 | 5 |
| A random forest based computational model for predicting novel lncRNA-disease associations | Mar 27, 2020 | feature selectionPrediction | CodeCode Available | 0 | 5 |
| ARDA: Automatic Relational Data Augmentation for Machine Learning | Mar 21, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 | 5 |
| A Real-time Global Inference Network for One-stage Referring Expression Comprehension | Dec 7, 2019 | Diversityfeature selection | CodeCode Available | 0 | 5 |
| Diagonal Discriminant Analysis with Feature Selection for High Dimensional Data | Jul 4, 2018 | feature selectionGeneral Classification | CodeCode Available | 0 | 5 |
| Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble Manner | Apr 6, 2024 | Cancer ClassificationDiversity | CodeCode Available | 0 | 5 |
| Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor Networks | May 9, 2022 | Collaborative FilteringFeature Engineering | CodeCode Available | 0 | 5 |
| Explainable AI for Machine Fault Diagnosis: Understanding Features’ Contribution in Machine Learning Models for Industrial Condition Monitoring | Feb 4, 2023 | Fault DetectionFault Diagnosis | CodeCode Available | 0 | 5 |
| Discriminatory Expressions to Produce Interpretable Models in Short Documents | Nov 27, 2020 | feature selection | CodeCode Available | 0 | 5 |
| DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems | Jun 24, 2019 | ClusteringFeature Importance | CodeCode Available | 0 | 5 |
| Describing objects by their attributes | Aug 18, 2019 | Attributefeature selection | CodeCode Available | 0 | 5 |
| Algorithm Selection for Collaborative Filtering: the influence of graph metafeatures and multicriteria metatargets | Jul 23, 2018 | Collaborative Filteringfeature selection | CodeCode Available | 0 | 5 |
| Delay Estimation Based on Multiple Stage Message Passing With Attention Mechanism Using a Real Network Communication Dataset | Dec 10, 2024 | feature selection | CodeCode Available | 0 | 5 |
| Fairness-Aware Streaming Feature Selection with Causal Graphs | Aug 17, 2024 | FairnessFeature Correlation | CodeCode Available | 0 | 5 |
| A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches | Feb 1, 2024 | feature selectionGraph Neural Network | CodeCode Available | 0 | 5 |
| Depth linear discrimination-oriented feature selection method based on adaptive sine cosine algorithm for software defect prediction | May 20, 2024 | feature selection | CodeCode Available | 0 | 5 |
| A Robust Hybrid Approach for Textual Document Classification | Sep 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 | 5 |
| A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML | Dec 11, 2023 | AutoMLfeature selection | CodeCode Available | 0 | 5 |
| Fast and accurate sentiment classification using an enhanced Naive Bayes model | May 27, 2013 | feature selectionGeneral Classification | CodeCode Available | 0 | 5 |
| Deep neural networks with controlled variable selection for the identification of putative causal genetic variants | Sep 29, 2021 | Computational Efficiencyfeature selection | CodeCode Available | 0 | 5 |
| A data-driven approach to predict the success of bank telemarketing | Jun 1, 2014 | feature selection | CodeCode Available | 0 | 5 |
| DeepPINK: reproducible feature selection in deep neural networks | Sep 4, 2018 | feature selection | CodeCode Available | 0 | 5 |
| Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem | Jun 29, 2020 | feature selection | CodeCode Available | 0 | 5 |
| Alcohol Intake Differentiates AD and LATE: A Telltale Lifestyle from Two Large-Scale Datasets | Aug 25, 2022 | feature selection | CodeCode Available | 0 | 5 |
| Feature Grouping and Sparse Principal Component Analysis with Truncated Regularization | Jun 25, 2021 | Dimensionality Reductionfeature selection | CodeCode Available | 0 | 5 |
| DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM | Apr 5, 2024 | Deep Learningfeature selection | CodeCode Available | 0 | 5 |
| Deep Unsupervised Feature Selection by Discarding Nuisance and Correlated Features | Oct 11, 2021 | feature selection | CodeCode Available | 0 | 5 |
| A Multi-Domain Multi-Task Approach for Feature Selection from Bulk RNA Datasets | May 4, 2024 | feature selection | CodeCode Available | 0 | 5 |
| Feature Robust Optimal Transport for High-dimensional Data | May 25, 2020 | feature selectionSemantic correspondence | CodeCode Available | 0 | 5 |
| Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral data | Apr 24, 2018 | BIG-bench Machine Learningfeature selection | CodeCode Available | 0 | 5 |
| DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis | Oct 3, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 0 | 5 |
| Ensemble Wrapper Subsampling for Deep Modulation Classification | May 10, 2020 | Classificationfeature selection | CodeCode Available | 0 | 5 |
| Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation | Nov 22, 2023 | AutoMLfeature selection | CodeCode Available | 0 | 5 |
| Feature Selection for Multivariate Time Series via Network Pruning | Feb 11, 2021 | feature selectionNetwork Pruning | CodeCode Available | 0 | 5 |
| Feature Selection: Key to Enhance Node Classification with Graph Neural Networks | Jan 25, 2023 | feature selectionInductive Bias | CodeCode Available | 0 | 5 |
| A sparse negative binomial mixture model for clustering RNA-seq count data | Dec 5, 2019 | Clusteringfeature selection | CodeCode Available | 0 | 5 |
| Feature Selection on a Flare Forecasting Testbed: A Comparative Study of 24 Methods | Sep 30, 2021 | feature selectionTime Series | CodeCode Available | 0 | 5 |
| Adjusted Measures for Feature Selection Stability for Data Sets with Similar Features | Sep 25, 2020 | feature selection | CodeCode Available | 0 | 5 |
| Assessing Dataset Quality Through Decision Tree Characteristics in Autoencoder-Processed Spaces | Jun 27, 2023 | feature selection | CodeCode Available | 0 | 5 |
| DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks | Nov 1, 2020 | feature selectionvalid | CodeCode Available | 0 | 5 |
| Decoding Cognitive Health Using Machine Learning: A Comprehensive Evaluation for Diagnosis of Significant Memory Concern | May 11, 2024 | Alzheimer's Disease Detectionfeature selection | CodeCode Available | 0 | 5 |
| Feature Selection with the Boruta Package | Sep 1, 2010 | feature selectionGeneral Classification | CodeCode Available | 0 | 5 |
| Feature Selective Anchor-Free Module for Single-Shot Object Detection | Mar 2, 2019 | feature selectionobject-detection | CodeCode Available | 0 | 5 |
| Feature Weighting and Regularization of Common Spatial Patterns in EEG-Based Motor Imagery BCI | Apr 5, 2018 | Brain Computer InterfaceEEG | CodeCode Available | 0 | 5 |
| Fibonacci and k-Subsecting Recursive Feature Elimination | Jul 29, 2020 | feature selection | CodeCode Available | 0 | 5 |
| D-Cube: Exploiting Hyper-Features of Diffusion Model for Robust Medical Classification | Nov 17, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 0 | 5 |
| A novel evaluation methodology for supervised Feature Ranking algorithms | Jul 9, 2022 | BenchmarkingFeature Importance | CodeCode Available | 0 | 5 |
