| BALANCE: Bayesian Linear Attribution for Root Cause Localization | Jan 31, 2023 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 | 5 |
| IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection | Oct 17, 2023 | Explainable Artificial Intelligence (XAI)feature selection | CodeCode Available | 1 | 5 |
| LISBET: a machine learning model for the automatic segmentation of social behavior motifs | Nov 7, 2023 | feature selectionSelf-Supervised Learning | 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 |
| Benchmarking Relief-Based Feature Selection Methods for Bioinformatics Data Mining | Nov 22, 2017 | Benchmarkingfeature selection | CodeCode Available | 1 | 5 |
| LMR: A Large-Scale Multi-Reference Dataset for Reference-based Super-Resolution | Mar 9, 2023 | feature selectionImage Super-Resolution | CodeCode Available | 1 | 5 |
| MEL: Efficient Multi-Task Evolutionary Learning for High-Dimensional Feature Selection | Feb 14, 2024 | feature selectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| MLRan: A Behavioural Dataset for Ransomware Analysis and Detection | May 24, 2025 | feature selection | CodeCode Available | 1 | 5 |
| Binary Feature Mask Optimization for Feature Selection | Jan 23, 2024 | feature selection | CodeCode Available | 1 | 5 |
| MrSQM: Fast Time Series Classification with Symbolic Representations | Sep 2, 2021 | Classificationfeature selection | 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 |
| Non-negative Contrastive Learning | Mar 19, 2024 | Contrastive LearningDisentanglement | CodeCode Available | 1 | 5 |
| Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features | Oct 4, 2024 | Allfeature selection | CodeCode Available | 1 | 5 |
| OmicSelector: automatic feature selection and deep learning modeling for omic experiments | Jun 2, 2022 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms | Jun 10, 2020 | Diagnosticfeature selection | CodeCode Available | 1 | 5 |
| Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning | Jun 12, 2024 | Automated Feature EngineeringFeature Engineering | CodeCode Available | 1 | 5 |
| Dataset Optimization Strategies for MalwareTraffic Detection | Sep 23, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 | 5 |
| PDG2Seq: Periodic Dynamic Graph to Sequence Model for Traffic Flow Prediction | Dec 5, 2024 | feature selectionGraph-to-Sequence | CodeCode Available | 1 | 5 |
| Correlation-based feature selection to identify functional dynamics in proteins | Apr 6, 2022 | ClusteringCommunity Detection | 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 |
| CBMAP: Clustering-based manifold approximation and projection for dimensionality reduction | Apr 27, 2024 | ClusteringData Visualization | CodeCode Available | 1 | 5 |
| Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders | Dec 1, 2020 | ClusteringDenoising | CodeCode Available | 1 | 5 |
| Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection | Jun 9, 2021 | Classificationfeature selection | 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 |
| Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications | Sep 29, 2021 | feature selectionOrdinal Classification | CodeCode Available | 1 | 5 |
| Convolutional Embedded Networks for Population Scale Clustering and Bio-ancestry Inferencing | May 30, 2018 | Clusteringfeature 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 |
| Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation | Oct 2, 2020 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 1 | 5 |
| ControlBurn: Feature Selection by Sparse Forests | Jul 1, 2021 | Feature Importancefeature selection | CodeCode Available | 1 | 5 |
| Composite Feature Selection using Deep Ensembles | Nov 1, 2022 | feature selection | 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 |
| A Matlab Toolbox for Feature Importance Ranking | Mar 10, 2020 | Feature Importancefeature selection | CodeCode Available | 1 | 5 |
| A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems | Oct 5, 2022 | feature selection | CodeCode Available | 1 | 5 |
| Cyber Attack Detection thanks to Machine Learning Algorithms | Jan 17, 2020 | BIG-bench Machine LearningCyber Attack Detection | CodeCode Available | 1 | 5 |
| ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles | Jul 8, 2022 | Additive modelsfeature selection | CodeCode Available | 1 | 5 |
| Deep Feature Selection for Anomaly Detection Based on Pretrained Network and Gaussian Discriminative Analysis | Sep 12, 2022 | Anomaly DetectionFault Diagnosis | CodeCode Available | 1 | 5 |
| Analysis of the robustness of NMF algorithms | Jun 4, 2021 | feature selectionSensitivity | 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 |
| CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis | Sep 6, 2024 | feature selectionKolmogorov-Arnold Networks | 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 |
| An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature Selection | Apr 24, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 | 5 |
| An Effective Way for Cross-Market Recommendation with Hybrid Pre-Ranking and Ranking Models | Mar 2, 2022 | feature selectionRecommendation Systems | CodeCode Available | 1 | 5 |
| 3D Human Body Reshaping with Anthropometric Modeling | Apr 5, 2021 | feature selectionImputation | CodeCode Available | 1 | 5 |
| LassoNet: A Neural Network with Feature Sparsity | Jul 29, 2019 | feature selectionregression | 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 |
| Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks | Dec 2, 2024 | ClassificationExplainable Models | CodeCode Available | 1 | 5 |
| A Non-Invasive Interpretable NAFLD Diagnostic Method Combining TCM Tongue Features | Sep 6, 2023 | Diagnosticfeature selection | CodeCode Available | 1 | 5 |
| FaPN: Feature-aligned Pyramid Network for Dense Image Prediction | Aug 16, 2021 | feature selectionPrediction | CodeCode Available | 1 | 5 |
| Faster than FAST: GPU-Accelerated Frontend for High-Speed VIO | Mar 30, 2020 | CPUfeature selection | CodeCode Available | 1 | 5 |
| Decision Stream: Cultivating Deep Decision Trees | Apr 25, 2017 | Classificationfeature selection | CodeCode Available | 1 | 5 |
