| A Self-adaptive Weighted Differential Evolution Approach for Large-scale Feature Selection | Oct 27, 2021 | feature selection | CodeCode Available | 1 | 5 |
| fseval: A Benchmarking Framework for Feature Selection and Feature Ranking Algorithms | Nov 23, 2022 | Automated Feature EngineeringBenchmarking | CodeCode Available | 1 | 5 |
| GANDALF: Gated Adaptive Network for Deep Automated Learning of Features | Jul 18, 2022 | feature selectionregression | CodeCode Available | 1 | 5 |
| General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History | Oct 31, 2023 | feature selectionMortality Prediction | CodeCode Available | 1 | 5 |
| Graph Convolutional Network-based Feature Selection for High-dimensional and Low-sample Size Data | Nov 25, 2022 | Dimensionality Reductionfeature selection | CodeCode Available | 1 | 5 |
| GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks | Jan 17, 2020 | Descriptivefeature selection | CodeCode Available | 1 | 5 |
| HappyFeat -- An interactive and efficient BCI framework for clinical applications | Oct 4, 2023 | Brain Computer Interfacefeature selection | CodeCode Available | 1 | 5 |
| Hard-Attention Gates with Gradient Routing for Endoscopic Image Computing | Jul 5, 2024 | Binary Classificationfeature selection | CodeCode Available | 1 | 5 |
| Algorithmic Stability and Generalization of an Unsupervised Feature Selection Algorithm | Oct 19, 2020 | Decision MakingDimensionality Reduction | CodeCode Available | 1 | 5 |
| Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition | Sep 10, 2020 | feature selectionMetric Learning | CodeCode Available | 1 | 5 |
| AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath | Mar 15, 2022 | 8kAudio Classification | CodeCode Available | 1 | 5 |
| A Unified Multi-Task Semantic Communication System for Multimodal Data | Sep 16, 2022 | feature selectionSemantic Communication | CodeCode Available | 1 | 5 |
| Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation | Oct 2, 2020 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 1 | 5 |
| 3D Human Body Reshaping with Anthropometric Modeling | Apr 5, 2021 | feature selectionImputation | CodeCode Available | 1 | 5 |
| ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles | Jul 8, 2022 | Additive modelsfeature selection | CodeCode Available | 1 | 5 |
| CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis | Sep 6, 2024 | feature selectionKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method? | Jan 20, 2021 | ArticlesClassification | CodeCode Available | 1 | 5 |
| Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks | Aug 1, 2020 | feature selection | CodeCode Available | 1 | 5 |
| CoBEV: Elevating Roadside 3D Object Detection with Depth and Height Complementarity | Oct 4, 2023 | 3D Object Detectionfeature selection | CodeCode Available | 1 | 5 |
| Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection | Jun 9, 2021 | Classificationfeature selection | CodeCode Available | 1 | 5 |
| CBMAP: Clustering-based manifold approximation and projection for dimensionality reduction | Apr 27, 2024 | ClusteringData Visualization | CodeCode Available | 1 | 5 |
| ControlBurn: Feature Selection by Sparse Forests | Jul 1, 2021 | Feature Importancefeature selection | CodeCode Available | 1 | 5 |
| Convolutional neural networks for classification and regression analysis of one-dimensional spectral data | May 15, 2020 | Classificationfeature selection | CodeCode Available | 1 | 5 |
| Correlation-based feature selection to identify functional dynamics in proteins | Apr 6, 2022 | ClusteringCommunity Detection | CodeCode Available | 1 | 5 |
| CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection | Jun 4, 2024 | DeepFake DetectionDiversity | CodeCode Available | 1 | 5 |
| Curvature-based Feature Selection with Application in Classifying Electronic Health Records | Jan 10, 2021 | Breast Cancer DetectionBreast Tissue Identification | CodeCode Available | 1 | 5 |
| dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference | Jan 6, 2021 | Causal Inferencefeature selection | CodeCode Available | 1 | 5 |
| A Matlab Toolbox for Feature Importance Ranking | Mar 10, 2020 | Feature Importancefeature selection | CodeCode Available | 1 | 5 |
| Analysis of the robustness of NMF algorithms | Jun 4, 2021 | feature selectionSensitivity | CodeCode Available | 1 | 5 |
| An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature Selection | Apr 24, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 | 5 |
| Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective | Dec 29, 2021 | feature selectionNeural Architecture Search | CodeCode Available | 1 | 5 |
| Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernels | Sep 25, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 1 | 5 |
| CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection | Feb 10, 2021 | Adversarial Robustnessfeature selection | CodeCode Available | 1 | 5 |
| E2E-FS: An End-to-End Feature Selection Method for Neural Networks | Dec 14, 2020 | Feature Importancefeature selection | CodeCode Available | 1 | 5 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 | 5 |
| Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecasting | Dec 29, 2023 | AttributeEnsemble Learning | CodeCode Available | 1 | 5 |
| An Evolutionary Multitasking Algorithm with Multiple Filtering for High-Dimensional Feature Selection | Dec 17, 2022 | feature selectionTransfer Learning | CodeCode Available | 1 | 5 |
| A novel facial emotion recognition model using segmentation VGG-19 architecture | Mar 24, 2023 | Emotion RecognitionFacial Emotion Recognition | CodeCode Available | 1 | 5 |
| LassoNet: A Neural Network with Feature Sparsity | Jul 29, 2019 | feature selectionregression | CodeCode Available | 1 | 5 |
| Factorization Machines with Regularization for Sparse Feature Interactions | Oct 19, 2020 | feature selection | CodeCode Available | 1 | 5 |
| Faster than FAST: GPU-Accelerated Frontend for High-Speed VIO | Mar 30, 2020 | CPUfeature selection | CodeCode Available | 1 | 5 |
| Fatigue Assessment using ECG and Actigraphy Sensors | Aug 6, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 | 5 |
| A Non-Invasive Interpretable NAFLD Diagnostic Method Combining TCM Tongue Features | Sep 6, 2023 | Diagnosticfeature selection | CodeCode Available | 1 | 5 |
| Feature Importance Ranking for Deep Learning | Oct 18, 2020 | Combinatorial OptimizationDeep Learning | CodeCode Available | 1 | 5 |
| Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling | Sep 6, 2020 | feature selectionspeech-recognition | CodeCode Available | 1 | 5 |
| ARLO: A Framework for Automated Reinforcement Learning | May 20, 2022 | feature selectionMuJoCo | CodeCode Available | 1 | 5 |
| Feature Selection via Mutual Information: New Theoretical Insights | Jul 17, 2019 | feature selectionregression | CodeCode Available | 1 | 5 |
| Feature Selection with Evolving, Fast and Slow Using Two Parallel Genetic Algorithms | May 11, 2020 | feature selection | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction | Aug 1, 2023 | Click-Through Rate PredictionEvolutionary Algorithms | CodeCode Available | 1 | 5 |
