| mNARX+: A surrogate model for complex dynamical systems using manifold-NARX and automatic feature selection | Jul 17, 2025 | feature selection | —Unverified | 0 |
| Interpretable Bayesian Tensor Network Kernel Machines with Automatic Rank and Feature Selection | Jul 15, 2025 | feature selectionUncertainty Quantification | CodeCode Available | 0 |
| Lightweight Model for Poultry Disease Detection from Fecal Images Using Multi-Color Space Feature Optimization and Machine Learning | Jul 14, 2025 | Computational EfficiencyDimensionality Reduction | —Unverified | 0 |
| From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification | Jul 8, 2025 | DiagnosticExplainable artificial intelligence | —Unverified | 0 |
| scMamba: A Scalable Foundation Model for Single-Cell Multi-Omics Integration Beyond Highly Variable Feature Selection | Jun 25, 2025 | BenchmarkingContrastive Learning | —Unverified | 0 |
| Vulnerability Disclosure through Adaptive Black-Box Adversarial Attacks on NIDS | Jun 25, 2025 | Change Point Detectionfeature selection | —Unverified | 0 |
| Towards Interpretable and Efficient Feature Selection in Trajectory Datasets: A Taxonomic Approach | Jun 25, 2025 | Explainable artificial intelligencefeature selection | —Unverified | 0 |
| Malware Classification Leveraging NLP & Machine Learning for Enhanced Accuracy | Jun 19, 2025 | Classificationfeature selection | CodeCode Available | 0 |
| Efficient Malware Detection with Optimized Learning on High-Dimensional Features | Jun 18, 2025 | Computational EfficiencyDimensionality Reduction | —Unverified | 0 |
| Condition Monitoring with Machine Learning: A Data-Driven Framework for Quantifying Wind Turbine Energy Loss | Jun 16, 2025 | Anomaly Detectionfeature selection | —Unverified | 0 |
| Simple is what you need for efficient and accurate medical image segmentation | Jun 16, 2025 | feature selectionImage Segmentation | CodeCode Available | 0 |
| A Lightweight IDS for Early APT Detection Using a Novel Feature Selection Method | Jun 13, 2025 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| On feature selection in double-imbalanced data settings: a Random Forest approach | Jun 12, 2025 | feature selectionVariable Selection | —Unverified | 0 |
| Improving Oral Cancer Outcomes Through Machine Learning and Dimensionality Reduction | Jun 11, 2025 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| Optimizing Genetic Algorithms with Multilayer Perceptron Networks for Enhancing TinyFace Recognition | Jun 11, 2025 | Dimensionality ReductionFeature Engineering | —Unverified | 0 |
| CaliciBoost: Performance-Driven Evaluation of Molecular Representations for Caco-2 Permeability Prediction | Jun 9, 2025 | AutoMLDiversity | —Unverified | 0 |
| Evaluation of Machine Learning Models in Student Academic Performance Prediction | Jun 8, 2025 | feature selection | —Unverified | 0 |
| Permutation-Free High-Order Interaction Tests | Jun 6, 2025 | Causal Discoveryfeature selection | CodeCode Available | 0 |
| Scalable unsupervised feature selection via weight stability | Jun 6, 2025 | feature selection | CodeCode Available | 0 |
| Sentiment Analysis in Learning Management Systems Understanding Student Feedback at Scale | Jun 5, 2025 | feature selectionManagement | —Unverified | 0 |
| Noise-Resistant Label Reconstruction Feature Selection for Partial Multi-Label Learning | Jun 5, 2025 | feature selectionMulti-Label Learning | —Unverified | 0 |
| Classifying Dental Care Providers Through Machine Learning with Features Ranking | Jun 4, 2025 | feature selectionMissing Values | —Unverified | 0 |
| Short-Term Power Demand Forecasting for Diverse Consumer Types to Enhance Grid Planning and Synchronisation | Jun 4, 2025 | Demand ForecastingEarth Observation | —Unverified | 0 |
| FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes | Jun 3, 2025 | BenchmarkingFeature Engineering | CodeCode Available | 0 |
| Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data | Jun 2, 2025 | feature selectionImputation | —Unverified | 0 |
| Quantum Cognition Machine Learning for Forecasting Chromosomal Instability | Jun 2, 2025 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Graph Neural Networks for Jamming Source Localization | Jun 1, 2025 | feature selectiongraph construction | CodeCode Available | 0 |
| A Systematic Review of Metaheuristics-Based and Machine Learning-Driven Intrusion Detection Systems in IoT | May 31, 2025 | feature selectionIntrusion Detection | —Unverified | 0 |
| Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning | May 30, 2025 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Model Unlearning via Sparse Autoencoder Subspace Guided Projections | May 30, 2025 | Adversarial Robustnessfeature selection | —Unverified | 0 |
| A SHAP-based explainable multi-level stacking ensemble learning method for predicting the length of stay in acute stroke | May 30, 2025 | Ensemble Learningfeature selection | —Unverified | 0 |
| Optimizing Storytelling, Improving Audience Retention, and Reducing Waste in the Entertainment Industry | May 29, 2025 | feature selection | —Unverified | 0 |
| Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method | May 29, 2025 | feature selection | CodeCode Available | 0 |
| SAMamba: Adaptive State Space Modeling with Hierarchical Vision for Infrared Small Target Detection | May 29, 2025 | Domain Adaptationfeature selection | CodeCode Available | 1 |
| Identification of Patterns of Cognitive Impairment for Early Detection of Dementia | May 29, 2025 | feature selection | —Unverified | 0 |
| Improving statistical learning methods via features selection without replacement sampling and random projection | May 28, 2025 | feature selection | —Unverified | 0 |
| Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs | May 28, 2025 | feature selection | —Unverified | 0 |
| Empirical 3D Channel Modeling for Cellular-Connected UAVs: A Triple-Layer Machine Learning Approach | May 26, 2025 | feature selectionGPR | —Unverified | 0 |
| DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding | May 25, 2025 | feature selection | CodeCode Available | 0 |
| MLRan: A Behavioural Dataset for Ransomware Analysis and Detection | May 24, 2025 | feature selection | CodeCode Available | 1 |
| Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia | May 23, 2025 | Decision Makingfeature selection | —Unverified | 0 |
| A Multi-Step Comparative Framework for Anomaly Detection in IoT Data Streams | May 22, 2025 | Anomaly Detectionfeature selection | —Unverified | 0 |
| Towards Trustworthy Keylogger detection: A Comprehensive Analysis of Ensemble Techniques and Feature Selections through Explainable AI | May 22, 2025 | feature selectionSpecificity | —Unverified | 0 |
| A Scalable Hierarchical Intrusion Detection System for Internet of Vehicles | May 22, 2025 | feature selectionIntrusion Detection | —Unverified | 0 |
| Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories | May 21, 2025 | Decision MakingFeature Engineering | —Unverified | 0 |
| Margin-aware Fuzzy Rough Feature Selection: Bridging Uncertainty Characterization and Pattern Classification | May 21, 2025 | Classificationfeature selection | —Unverified | 0 |
| Uncertainty Quantification in SVM prediction | May 21, 2025 | feature selectionPrediction | CodeCode Available | 0 |
| Streamlining HTTP Flooding Attack Detection through Incremental Feature Selection | May 20, 2025 | feature selection | —Unverified | 0 |
| Fast and close Shannon entropy approximation | May 20, 2025 | feature selection | —Unverified | 0 |
| Pathobiological Dictionary Defining Pathomics and Texture Features: Addressing Understandable AI Issues in Personalized Liver Cancer; Dictionary Version LCP1.0 | May 20, 2025 | Cell DetectionDiagnostic | —Unverified | 0 |