| Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective | Dec 29, 2021 | feature selectionNeural Architecture Search | CodeCode Available | 1 |
| Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernels | Sep 25, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 1 |
| A Unified Multi-Task Semantic Communication System for Multimodal Data | Sep 16, 2022 | feature selectionSemantic Communication | CodeCode Available | 1 |
| E2E-FS: An End-to-End Feature Selection Method for Neural Networks | Dec 14, 2020 | Feature Importancefeature selection | 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 |
| ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems | Mar 19, 2024 | Benchmarkingfeature selection | 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 |
| A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems | Oct 5, 2022 | feature selection | CodeCode Available | 1 |
| featsel: A framework for benchmarking of feature selection algorithms and cost functions | Jul 19, 2017 | BenchmarkingComputational Efficiency | 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 |
| 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 |
| ControlBurn: Feature Selection by Sparse Forests | Jul 1, 2021 | Feature Importancefeature selection | CodeCode Available | 1 |
| Feature Selection via Mutual Information: New Theoretical Insights | Jul 17, 2019 | feature selectionregression | 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 |
| From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection | May 19, 2025 | feature selectionOut-of-Distribution Generalization | CodeCode Available | 1 |
| fseval: A Benchmarking Framework for Feature Selection and Feature Ranking Algorithms | Nov 23, 2022 | Automated Feature EngineeringBenchmarking | CodeCode Available | 1 |
| GANDALF: Gated Adaptive Network for Deep Automated Learning of Features | Jul 18, 2022 | feature selectionregression | CodeCode Available | 1 |
| General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History | Oct 31, 2023 | feature selectionMortality Prediction | CodeCode Available | 1 |
| Graph-based Thermal-Inertial SLAM with Probabilistic Neural Networks | Apr 15, 2021 | feature selectionProbabilistic Deep Learning | CodeCode Available | 1 |
| Graph Convolutional Network-based Feature Selection for High-dimensional and Low-sample Size Data | Nov 25, 2022 | Dimensionality Reductionfeature 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 |
| HappyFeat -- An interactive and efficient BCI framework for clinical applications | Oct 4, 2023 | Brain Computer Interfacefeature selection | CodeCode Available | 1 |
| Fatigue Assessment using ECG and Actigraphy Sensors | Aug 6, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 |
