| Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective | Nov 1, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms | Aug 18, 2012 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization | May 25, 2020 | feature selectionWord Embeddings | CodeCode Available | 0 |
| PSO-PARSIMONY: A method for finding parsimonious and accurate machine learning models with particle swarm optimization. Application for predicting force–displacement curves in T-stub steel connections | Sep 1, 2023 | feature selectionHyperparameter Optimization | CodeCode Available | 0 |
| Classification of COVID-19 in Chest X-ray Images Using Fusion of Deep Features and LightGBM | Jun 9, 2022 | feature selection | CodeCode Available | 0 |
| Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray Images | May 28, 2020 | Experimental Designfeature selection | CodeCode Available | 0 |
| GBFRS: Robust Fuzzy Rough Sets via Granular-ball Computing | Jan 30, 2025 | Attributefeature selection | CodeCode Available | 0 |
| LLpowershap: Logistic Loss-based Automated Shapley Values Feature Selection Method | Jan 23, 2024 | BenchmarkingFairness | CodeCode Available | 0 |
| Deep Feature Selection using a Teacher-Student Network | Mar 17, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| LLSF - Learning Label Specific Features for Multi-Label Classifcation | Jan 7, 2016 | Binary ClassificationClassification | CodeCode Available | 0 |
| GeMID: Generalizable Models for IoT Device Identification | Nov 5, 2024 | Classificationfeature selection | CodeCode Available | 0 |
| Stable prediction with radiomics data | Mar 27, 2019 | Classificationfeature selection | CodeCode Available | 0 |
| AutoML for Multi-Class Anomaly Compensation of Sensor Drift | Feb 26, 2025 | AutoMLEnsemble Learning | CodeCode Available | 0 |
| Local Feature Selection without Label or Feature Leakage for Interpretable Machine Learning Predictions | Jul 16, 2024 | Attributefeature selection | CodeCode Available | 0 |
| Generalized Fisher Score for Feature Selection | Feb 14, 2012 | feature selection | CodeCode Available | 0 |
| ItLnc-BXE: a Bagging-XGBoost-ensemble method with multiple features for identification of plant lncRNAs | Nov 1, 2019 | Ensemble Learningfeature selection | CodeCode Available | 0 |
| XAI-based Feature Selection for Improved Network Intrusion Detection Systems | Oct 14, 2024 | AttributeDecision Making | CodeCode Available | 0 |
| Online High-Frequency Trading Stock Forecasting with Automated Feature Clustering and Radial Basis Function Neural Networks | Nov 23, 2024 | ClusteringFeature Importance | CodeCode Available | 0 |
| LOFS: Library of Online Streaming Feature Selection | Mar 2, 2016 | feature selection | CodeCode Available | 0 |
| Classification of ALS patients based on acoustic analysis of sustained vowel phonations | Dec 14, 2020 | feature selectionGeneral Classification | CodeCode Available | 0 |
| Losses over Labels: Weakly Supervised Learning via Direct Loss Construction | Dec 13, 2022 | feature selectionimage-classification | CodeCode Available | 0 |
| Lost in Space: Geolocation in Event Data | Nov 14, 2016 | Articlesfeature selection | CodeCode Available | 0 |
| Effectiveness of random deep feature selection for securing image manipulation detectors against adversarial examples | Oct 25, 2019 | feature selectionImage Manipulation | CodeCode Available | 0 |
| 3DMASC: Accessible, explainable 3D point clouds classification. Application to Bi-spectral Topo-bathymetric lidar data | Jan 15, 2024 | ClassificationDescriptive | CodeCode Available | 0 |
| Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation | Nov 22, 2023 | AutoMLfeature selection | CodeCode Available | 0 |
