| A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias Assessments | Aug 28, 2020 | Binary Classificationfeature selection | CodeCode Available | 1 |
| E2E-FS: An End-to-End Feature Selection Method for Neural Networks | Dec 14, 2020 | Feature Importancefeature selection | CodeCode Available | 1 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 |
| Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecasting | Dec 29, 2023 | AttributeEnsemble Learning | CodeCode Available | 1 |
| Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks | Dec 2, 2024 | ClassificationExplainable Models | CodeCode Available | 1 |
| Explaining Time Series Predictions with Dynamic Masks | Jun 9, 2021 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 1 |
| FaPN: Feature-aligned Pyramid Network for Dense Image Prediction | Aug 16, 2021 | feature selectionPrediction | CodeCode Available | 1 |
| FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional Regressions | Mar 26, 2023 | CPUfeature selection | CodeCode Available | 1 |
| An Effective Way for Cross-Market Recommendation with Hybrid Pre-Ranking and Ranking Models | Mar 2, 2022 | feature selectionRecommendation Systems | CodeCode Available | 1 |
| A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces | Jan 11, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| Feature Selection Gates with Gradient Routing for Endoscopic Image Computing | Oct 7, 2024 | Binary ClassificationColorectal Polyps Characterization | CodeCode Available | 1 |
| AutoField: Automating Feature Selection in Deep Recommender Systems | Apr 19, 2022 | AutoMLfeature selection | CodeCode Available | 1 |
| Finding the Pillars of Strength for Multi-Head Attention | May 22, 2023 | feature selection | CodeCode Available | 1 |
| FingerFlex: Inferring Finger Trajectories from ECoG signals | Oct 23, 2022 | Brain Computer InterfaceBrain Decoding | CodeCode Available | 1 |
| Analysis of the robustness of NMF algorithms | Jun 4, 2021 | feature selectionSensitivity | CodeCode Available | 1 |
| Fractal Autoencoders for Feature Selection | Oct 19, 2020 | Diversityfeature selection | CodeCode Available | 1 |
| FsNet: Feature Selection Network on High-dimensional Biological Data | Jan 23, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
| GANDALF: Gated Adaptive Network for Deep Automated Learning of Features | Jul 18, 2022 | feature selectionregression | CodeCode Available | 1 |
| GIPA: A General Information Propagation Algorithm for Graph Learning | Jan 19, 2023 | Attributefeature selection | CodeCode Available | 1 |
| GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation | Nov 20, 2021 | Decoderfeature selection | CodeCode Available | 1 |
| GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks | Jan 17, 2020 | Descriptivefeature selection | CodeCode Available | 1 |
| Graph Property Prediction on Open Graph Benchmark: A Winning Solution by Graph Neural Architecture Search | Jul 13, 2022 | feature selectionGraph Classification | CodeCode Available | 1 |
| Hard-Attention Gates with Gradient Routing for Endoscopic Image Computing | Jul 5, 2024 | Binary Classificationfeature selection | CodeCode Available | 1 |
| Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks | Jun 1, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| Improving Sample and Feature Selection with Principal Covariates Regression | Dec 22, 2020 | feature selectionregression | CodeCode Available | 1 |
| 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 |
| Convolutional neural networks for classification and regression analysis of one-dimensional spectral data | May 15, 2020 | Classificationfeature 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 robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection | Apr 4, 2022 | Alzheimer's Disease DetectionBinary Classification | 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 |
| Online Semi-Supervised Learning of Composite Event Rules by Combining Structure and Mass-Based Predicate Similarity | Dec 15, 2023 | Activity Recognitionfeature selection | CodeCode Available | 1 |
| Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning | Jun 12, 2024 | Automated Feature EngineeringFeature Engineering | 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 |
