| Using a Local Surrogate Model to Interpret Temporal Shifts in Global Annual Data | Apr 18, 2024 | Feature Importancefeature selection | —Unverified | 0 |
| Lower Limb Movements Recognition Based on Feature Recursive Elimination and Backpropagation Neural Network | Apr 17, 2024 | Action Recognitionfeature selection | —Unverified | 0 |
| Feature selection in linear SVMs via a hard cardinality constraint: a scalable SDP decomposition approach | Apr 15, 2024 | Benchmarkingfeature selection | —Unverified | 0 |
| ALICE: Combining Feature Selection and Inter-Rater Agreeability for Machine Learning Insights | Apr 13, 2024 | feature selection | CodeCode Available | 0 |
| Do We Really Need Imputation in AutoML Predictive Modeling? | Apr 12, 2024 | Automatic Machine Learning Model SelectionAutoML | CodeCode Available | 0 |
| The CAST package for training and assessment of spatial prediction models in R | Apr 10, 2024 | feature selectionModel Selection | CodeCode Available | 2 |
| Quiver Laplacians and Feature Selection | Apr 10, 2024 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble Manner | Apr 6, 2024 | Cancer ClassificationDiversity | CodeCode Available | 0 |
| DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM | Apr 5, 2024 | Deep Learningfeature selection | CodeCode Available | 0 |
| Fast Genetic Algorithm for feature selection -- A qualitative approximation approach | Apr 5, 2024 | Evolutionary Algorithmsfeature selection | —Unverified | 0 |
| Reliable Feature Selection for Adversarially Robust Cyber-Attack Detection | Apr 5, 2024 | Computational EfficiencyCyber Attack Detection | —Unverified | 0 |
| Assessing ML Classification Algorithms and NLP Techniques for Depression Detection: An Experimental Case Study | Apr 3, 2024 | Depression Detectionfeature selection | —Unverified | 0 |
| Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach | Apr 1, 2024 | feature selectionImage Enhancement | —Unverified | 0 |
| Evaluating Fair Feature Selection in Machine Learning for Healthcare | Mar 28, 2024 | Decision MakingFairness | —Unverified | 0 |
| Artificial Intelligence (AI) Based Prediction of Mortality, for COVID-19 Patients | Mar 28, 2024 | feature selectionSpecificity | —Unverified | 0 |
| Thelxinoë: Recognizing Human Emotions Using Pupillometry and Machine Learning | Mar 27, 2024 | Emotion RecognitionEnsemble Learning | —Unverified | 0 |
| Predicting risk of cardiovascular disease using retinal OCT imaging | Mar 26, 2024 | feature selectionSensitivity | CodeCode Available | 0 |
| Integrated path stability selection | Mar 23, 2024 | feature selection | CodeCode Available | 0 |
| Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems | Mar 22, 2024 | Dimensionality ReductionDiversity | —Unverified | 0 |
| Automated Feature Selection for Inverse Reinforcement Learning | Mar 22, 2024 | feature selectionImitation Learning | —Unverified | 0 |
| Explaining deep learning models for ozone pollution prediction via embedded feature selection | Mar 21, 2024 | feature selectionTime Series | CodeCode Available | 0 |
| Universal Feature Selection for Simultaneous Interpretability of Multitask Datasets | Mar 21, 2024 | feature selectionTransfer Learning | —Unverified | 0 |
| A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition | Mar 21, 2024 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 0 |
| Kernel Multigrid: Accelerate Back-fitting via Sparse Gaussian Process Regression | Mar 20, 2024 | feature selectionGaussian Processes | —Unverified | 0 |
| ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems | Mar 19, 2024 | Benchmarkingfeature selection | CodeCode Available | 1 |
| 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 |