| 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 Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains | Aug 12, 2018 | AllClassification | CodeCode Available | 1 |
| InterpreTabNet: Distilling Predictive Signals from Tabular Data by Salient Feature Interpretation | Jun 1, 2024 | feature selectionLanguage Modeling | CodeCode Available | 1 |
| IoTDevID: A Behavior-Based Device Identification Method for the IoT | Feb 17, 2021 | Data Augmentationfeature selection | CodeCode Available | 1 |
| IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection | Oct 17, 2023 | Explainable Artificial Intelligence (XAI)feature selection | CodeCode Available | 1 |
| A Self-adaptive Weighted Differential Evolution Approach for Large-scale Feature Selection | Oct 27, 2021 | feature selection | CodeCode Available | 1 |
| LISBET: a machine learning model for the automatic segmentation of social behavior motifs | Nov 7, 2023 | feature selectionSelf-Supervised Learning | CodeCode Available | 1 |
| LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization | Feb 15, 2025 | feature selectionRAG | CodeCode Available | 1 |
| LMR: A Large-Scale Multi-Reference Dataset for Reference-based Super-Resolution | Mar 9, 2023 | feature selectionImage Super-Resolution | CodeCode Available | 1 |
| Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling | Sep 6, 2020 | feature selectionspeech-recognition | CodeCode Available | 1 |
| Model-based causal feature selection for general response types | Sep 22, 2023 | feature selection | CodeCode Available | 1 |
| Multimodal Multi-loss Fusion Network for Sentiment Analysis | Aug 1, 2023 | feature selectionMultimodal Sentiment Analysis | CodeCode Available | 1 |
| MvFS: Multi-view Feature Selection for Recommender System | Sep 5, 2023 | Feature Importancefeature selection | CodeCode Available | 1 |
| Non-negative Contrastive Learning | Mar 19, 2024 | Contrastive LearningDisentanglement | CodeCode Available | 1 |
| Nonparametric Feature Impact and Importance | Jun 8, 2020 | Feature Importancefeature selection | CodeCode Available | 1 |
| OmicSelector: automatic feature selection and deep learning modeling for omic experiments | Jun 2, 2022 | ClassificationDiagnostic | CodeCode Available | 1 |
| On Feature Selection Using Anisotropic General Regression Neural Network | Oct 12, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
| Orthant Based Proximal Stochastic Gradient Method for _1-Regularized Optimization | Apr 7, 2020 | feature selectionModel Compression | CodeCode Available | 1 |
| Paying Attention to Astronomical Transients: Introducing the Time-series Transformer for Photometric Classification | May 13, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation | Sep 25, 2023 | Computational EfficiencyFeature Correlation | CodeCode Available | 1 |
| LassoNet: A Neural Network with Feature Sparsity | Jul 29, 2019 | feature selectionregression | CodeCode Available | 1 |
| An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature Selection | Apr 24, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
| Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes | Aug 14, 2023 | Deep Learningfeature selection | CodeCode Available | 1 |
| Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications | Sep 29, 2021 | feature selectionOrdinal Classification | CodeCode Available | 1 |
| Convolutional Embedded Networks for Population Scale Clustering and Bio-ancestry Inferencing | May 30, 2018 | Clusteringfeature selection | CodeCode Available | 1 |
| An Evolutionary Multitasking Algorithm with Multiple Filtering for High-Dimensional Feature Selection | Dec 17, 2022 | feature selectionTransfer Learning | CodeCode Available | 1 |
| Analysis of the robustness of NMF algorithms | Jun 4, 2021 | feature selectionSensitivity | CodeCode Available | 1 |
| A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems | Oct 5, 2022 | feature 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 novel facial emotion recognition model using segmentation VGG-19 architecture | Mar 24, 2023 | Emotion RecognitionFacial Emotion Recognition | CodeCode Available | 1 |
| A Novel Outlook on Feature Selection as a Multi-objective Problem | Apr 29, 2020 | feature selection | CodeCode Available | 1 |
| 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 |
| ARLO: A Framework for Automated Reinforcement Learning | May 20, 2022 | feature selectionMuJoCo | CodeCode Available | 1 |
| AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath | Mar 15, 2022 | 8kAudio Classification | CodeCode Available | 1 |
| A Unified Multi-Task Semantic Communication System for Multimodal Data | Sep 16, 2022 | feature selectionSemantic Communication | CodeCode Available | 1 |
| AutoField: Automating Feature Selection in Deep Recommender Systems | Apr 19, 2022 | AutoMLfeature selection | CodeCode Available | 1 |
| BALANCE: Bayesian Linear Attribution for Root Cause Localization | Jan 31, 2023 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 |
| 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 |
| Binary Feature Mask Optimization for Feature Selection | Jan 23, 2024 | feature selection | CodeCode Available | 1 |
| CBMAP: Clustering-based manifold approximation and projection for dimensionality reduction | Apr 27, 2024 | ClusteringData Visualization | CodeCode Available | 1 |
| Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection | Jun 9, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| A Non-Invasive Interpretable NAFLD Diagnostic Method Combining TCM Tongue Features | Sep 6, 2023 | Diagnosticfeature selection | CodeCode Available | 1 |
| Composite Feature Selection using Deep Ensembles | Nov 1, 2022 | feature selection | CodeCode Available | 1 |
| ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles | Jul 8, 2022 | Additive modelsfeature 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 |
| CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis | Sep 6, 2024 | feature selectionKolmogorov-Arnold Networks | CodeCode Available | 1 |
| CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection | Jun 4, 2024 | DeepFake DetectionDiversity | CodeCode Available | 1 |
| Cyber Attack Detection thanks to Machine Learning Algorithms | Jan 17, 2020 | BIG-bench Machine LearningCyber Attack Detection | CodeCode Available | 1 |
| Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition | Sep 10, 2020 | feature selectionMetric Learning | CodeCode Available | 1 |
