| 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-based Thermal-Inertial SLAM with Probabilistic Neural Networks | Apr 15, 2021 | feature selectionProbabilistic Deep Learning | CodeCode Available | 1 | 5 |
| AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation | Sep 25, 2023 | Computational EfficiencyFeature Correlation | CodeCode Available | 1 | 5 |
| GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks | Jan 17, 2020 | Descriptivefeature selection | CodeCode Available | 1 | 5 |
| Graph Property Prediction on Open Graph Benchmark: A Winning Solution by Graph Neural Architecture Search | Jul 13, 2022 | feature selectionGraph Classification | 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 |
| Implicit Regularization via Neural Feature Alignment | Aug 3, 2020 | feature selectionModel Compression | CodeCode Available | 1 | 5 |
| Improving Graph Neural Networks with Simple Architecture Design | May 17, 2021 | feature selectionGraph Neural Network | CodeCode Available | 1 | 5 |
| Algorithmic Stability and Generalization of an Unsupervised Feature Selection Algorithm | Oct 19, 2020 | Decision MakingDimensionality Reduction | CodeCode Available | 1 | 5 |
| Instance-wise Causal Feature Selection for Model Interpretation | Apr 26, 2021 | feature selectionmodel | CodeCode Available | 1 | 5 |
| AutoField: Automating Feature Selection in Deep Recommender Systems | Apr 19, 2022 | AutoMLfeature selection | CodeCode Available | 1 | 5 |
| Interpretable Deep Clustering for Tabular Data | Jun 7, 2023 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| BALANCE: Bayesian Linear Attribution for Root Cause Localization | Jan 31, 2023 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 | 5 |
| IoTDevID: A Behavior-Based Device Identification Method for the IoT | Feb 17, 2021 | Data Augmentationfeature selection | CodeCode Available | 1 | 5 |
| Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models | Oct 2, 2024 | feature selection | CodeCode Available | 1 | 5 |
| Learning to Maximize Mutual Information for Dynamic Feature Selection | Jan 2, 2023 | feature selectionReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Bayesian Optimization of Catalysis With In-Context Learning | Apr 11, 2023 | Bayesian OptimizationFeature Engineering | 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 |
| LMR: A Large-Scale Multi-Reference Dataset for Reference-based Super-Resolution | Mar 9, 2023 | feature selectionImage Super-Resolution | CodeCode Available | 1 | 5 |
| LPFS: Learnable Polarizing Feature Selection for Click-Through Rate Prediction | Jun 1, 2022 | Click-Through Rate Predictionfeature 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 |
| Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection | Jun 9, 2021 | Classificationfeature selection | CodeCode Available | 1 | 5 |
| Multimodal Multi-loss Fusion Network for Sentiment Analysis | Aug 1, 2023 | feature selectionMultimodal Sentiment Analysis | CodeCode Available | 1 | 5 |
| MvFS: Multi-view Feature Selection for Recommender System | Sep 5, 2023 | Feature Importancefeature selection | CodeCode Available | 1 | 5 |
| Non-negative Contrastive Learning | Mar 19, 2024 | Contrastive LearningDisentanglement | CodeCode Available | 1 | 5 |
| Nonparametric Feature Impact and Importance | Jun 8, 2020 | Feature Importancefeature selection | CodeCode Available | 1 | 5 |
| A Matlab Toolbox for Feature Importance Ranking | Mar 10, 2020 | Feature Importancefeature selection | CodeCode Available | 1 | 5 |
| OmicSelector: automatic feature selection and deep learning modeling for omic experiments | Jun 2, 2022 | ClassificationDiagnostic | 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 |
| Orthant Based Proximal Stochastic Gradient Method for _1-Regularized Optimization | Apr 7, 2020 | feature selectionModel Compression | 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 |
| Feature Selection for Recommender Systems with Quantum Computing | Oct 11, 2021 | feature selectionRecommendation Systems | CodeCode Available | 1 | 5 |
| Can I Trust the Explainer? Verifying Post-hoc Explanatory Methods | Oct 4, 2019 | feature selection | CodeCode Available | 1 | 5 |
| CBMAP: Clustering-based manifold approximation and projection for dimensionality reduction | Apr 27, 2024 | ClusteringData Visualization | CodeCode Available | 1 | 5 |
| IGANN Sparse: Bridging Sparsity and Interpretability with Non-linear Insight | Mar 17, 2024 | Additive modelsfeature selection | CodeCode Available | 1 | 5 |
| 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 | 5 |
| RGB-D Salient Object Detection with Cross-Modality Modulation and Selection | Jul 14, 2020 | feature selectionobject-detection | 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 |
| Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method? | Jan 20, 2021 | ArticlesClassification | CodeCode Available | 1 | 5 |
| DeepPINK: reproducible feature selection in deep neural networks | Sep 4, 2018 | feature selection | CodeCode Available | 0 | 5 |
| Deep neural networks with controlled variable selection for the identification of putative causal genetic variants | Sep 29, 2021 | Computational Efficiencyfeature selection | CodeCode Available | 0 | 5 |
| Deep Unsupervised Feature Selection by Discarding Nuisance and Correlated Features | Oct 11, 2021 | feature selection | CodeCode Available | 0 | 5 |
| Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem | Jun 29, 2020 | feature selection | CodeCode Available | 0 | 5 |
| Deep Feature Selection using a Teacher-Student Network | Mar 17, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM | Apr 5, 2024 | Deep Learningfeature selection | CodeCode Available | 0 | 5 |
| Delay Estimation Based on Multiple Stage Message Passing With Attention Mechanism Using a Real Network Communication Dataset | Dec 10, 2024 | feature selection | CodeCode Available | 0 | 5 |
