| Non-negative Contrastive Learning | Mar 19, 2024 | Contrastive LearningDisentanglement | CodeCode Available | 1 |
| Automated data processing and feature engineering for deep learning and big data applications: a survey | Mar 18, 2024 | AutoMLData Augmentation | —Unverified | 0 |
| IGANN Sparse: Bridging Sparsity and Interpretability with Non-linear Insight | Mar 17, 2024 | Additive modelsfeature selection | CodeCode Available | 1 |
| Graph Regularized NMF with L20-norm for Unsupervised Feature Learning | Mar 16, 2024 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Missing Data Imputation With Granular Semantics and AI-driven Pipeline for Bankruptcy Prediction | Mar 15, 2024 | feature selectionImputation | —Unverified | 0 |
| Open Continual Feature Selection via Granular-Ball Knowledge Transfer | Mar 15, 2024 | Continual Learningfeature selection | CodeCode Available | 0 |
| Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches | Mar 14, 2024 | Binary Classificationfeature selection | —Unverified | 0 |
| On the Performance of Imputation Techniques for Missing Values on Healthcare Datasets | Mar 13, 2024 | feature selectionImputation | —Unverified | 0 |
| Kernel Alignment for Unsupervised Feature Selection via Matrix Factorization | Mar 13, 2024 | feature selection | —Unverified | 0 |
| A Sophisticated Framework for the Accurate Detection of Phishing Websites | Mar 13, 2024 | feature selection | —Unverified | 0 |
| REFRESH: Responsible and Efficient Feature Reselection Guided by SHAP Values | Mar 13, 2024 | Fairnessfeature selection | —Unverified | 0 |
| FSDR: A Novel Deep Learning-based Feature Selection Algorithm for Pseudo Time-Series Data using Discrete Relaxation | Mar 13, 2024 | feature selectionTime Series | —Unverified | 0 |
| A Multimodal Intermediate Fusion Network with Manifold Learning for Stress Detection | Mar 12, 2024 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques | Mar 12, 2024 | feature selectionIntrusion Detection | —Unverified | 0 |
| A New Random Forest Ensemble of Intuitionistic Fuzzy Decision Trees | Mar 12, 2024 | ClassificationEnsemble Learning | —Unverified | 0 |
| Causal Multi-Label Feature Selection in Federated Setting | Mar 11, 2024 | feature selection | —Unverified | 0 |
| Bridging Domains with Approximately Shared Features | Mar 11, 2024 | Domain Adaptationfeature selection | CodeCode Available | 0 |
| Enhancing Classification Performance via Reinforcement Learning for Feature Selection | Mar 9, 2024 | Classificationfeature selection | —Unverified | 0 |
| RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection | Mar 9, 2024 | Anomaly Detectionfeature selection | CodeCode Available | 3 |
| Bayesian Hierarchical Probabilistic Forecasting of Intraday Electricity Prices | Mar 8, 2024 | feature selection | —Unverified | 0 |
| Greedy feature selection: Classifier-dependent feature selection via greedy methods | Mar 8, 2024 | feature selection | —Unverified | 0 |
| Sentiment-driven prediction of financial returns: a Bayesian-enhanced FinBERT approach | Mar 7, 2024 | feature selectionLanguage Modeling | —Unverified | 0 |
| Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent | Mar 6, 2024 | feature selectionPseudo Label | CodeCode Available | 0 |
| Feature Selection as Deep Sequential Generative Learning | Mar 6, 2024 | feature selection | —Unverified | 0 |
| Indirectly Parameterized Concrete Autoencoders | Mar 1, 2024 | Decoderfeature selection | CodeCode Available | 0 |
