| Infinite Feature Selection: A Graph-based Feature Filtering Approach | Jun 15, 2020 | feature selection | CodeCode Available | 1 |
| Interpretable Anomaly Detection with DIFFI: Depth-based Isolation Forest Feature Importance | Jul 21, 2020 | Anomaly DetectionFeature Importance | CodeCode Available | 1 |
| Interpretable Deep Clustering for Tabular Data | Jun 7, 2023 | ClusteringDeep Clustering | CodeCode Available | 1 |
| AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark | Jul 9, 2018 | Audio ClassificationDecision Making | CodeCode Available | 1 |
| IoTDevID: A Behavior-Based Device Identification Method for the IoT | Feb 17, 2021 | Data Augmentationfeature selection | CodeCode Available | 1 |
| A Matlab Toolbox for Feature Importance Ranking | Mar 10, 2020 | Feature Importancefeature selection | CodeCode Available | 1 |
| Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models | Oct 2, 2024 | feature selection | CodeCode Available | 1 |
| ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles | Jul 8, 2022 | Additive modelsfeature selection | CodeCode Available | 1 |
| LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization | Feb 15, 2025 | feature selectionRAG | CodeCode Available | 1 |
| LPFS: Learnable Polarizing Feature Selection for Click-Through Rate Prediction | Jun 1, 2022 | Click-Through Rate Predictionfeature selection | CodeCode Available | 1 |
| Mamba2MIL: State Space Duality Based Multiple Instance Learning for Computational Pathology | Aug 27, 2024 | feature selectionMultiple Instance Learning | CodeCode Available | 1 |
| Model-based causal feature selection for general response types | Sep 22, 2023 | feature selection | CodeCode Available | 1 |
| MrSQM: Fast Time Series Classification with Symbolic Representations | Sep 2, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| Feature Importance Ranking for Deep Learning | Oct 18, 2020 | Combinatorial OptimizationDeep Learning | CodeCode Available | 1 |
| netFound: Foundation Model for Network Security | Oct 25, 2023 | Feature Engineeringfeature selection | CodeCode Available | 1 |
| On Feature Selection Using Anisotropic General Regression Neural Network | Oct 12, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
| OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms | Jun 10, 2020 | Diagnosticfeature selection | CodeCode Available | 1 |
| Orthant Based Proximal Stochastic Gradient Method for _1-Regularized Optimization | Apr 7, 2020 | feature selectionModel Compression | CodeCode Available | 1 |
| A GA-like Dynamic Probability Method With Mutual Information for Feature Selection | Oct 21, 2022 | feature selectionPOS | —Unverified | 0 |
| A GA-based feature selection of the EEG signals by classification evaluation: Application in BCI systems | Jan 16, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection | Jun 18, 2024 | feature selectionMissing Labels | —Unverified | 0 |
| A Fuzzy-Rough based Binary Shuffled Frog Leaping Algorithm for Feature Selection | Jul 31, 2018 | Attributefeature selection | —Unverified | 0 |
| A Fuzzy Approach for Feature Evaluation and Dimensionality Reduction to Improve the Quality of Web Usage Mining Results | Sep 1, 2015 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning | Sep 26, 2022 | feature selectionRepresentation Learning | —Unverified | 0 |
| Accessible Melanoma Detection using Smartphones and Mobile Image Analysis | Nov 27, 2017 | feature selectionSegmentation | —Unverified | 0 |
