feature-selection

Documents about feature-selection

• Enhancing intrusion detection in IoT networks using machine learning-based feature selection and ensemble models#134011Semantic Scholar
• Enhancing feature selection for ordinal outcomes using resampling-based sparse linear discriminant analysis.#404325NCBI PubMed Central
• Predicting Step 2 CK Performance Using Automated Feature Selection and Nested Cross-Validation.#436992NCBI PubMed Central
• Sequential submodular feature-sample selection for lightweight and update-efficient IoT intrusion detection.#480886NCBI PubMed Central
• When Features Become Instances: Inverted Contrastive Learning for Unsupervised Feature Selection#820793arXiv (All)
• Systematic hybrid feature selection using optimal filter classifier pairing and parallel evaluation.#923641NCBI PubMed Central
• A multi-task learning approach combining regression and classification tasks for joint feature selection.#30506NCBI PubMed Central
• Dementia classification from spontaneous speech using wrapper-based feature selection#160852arXiv (OAI)
• Adaptive DDoS attack detection via packet payload feature selection#161424Springer Nature OA
• Entropy Sorting Feature Selection: information-theoretic gene set identification improves single-cell RNA sequencing data interpretability#267862bioRxiv / medRxiv
• When to Truncate a Feature Ranking: A Residual-Overlap Stopping Rule for Subset Selection#324907arXiv CS
• RiSpy: a feature selection-based fingerprinting framework for accurate identification of genome-edited rice lines.#430827NCBI PubMed Central
• Predicting wellbeing in empty-nesters: an ensemble machine learning approach with data-driven feature selection.#452799NCBI PubMed Central
• An EEG-based fatigue detection framework integrating interpretable feature selection and efficient temporal modeling.#457635NCBI PubMed Central
• ARISE: An adaptive residual-informed stability ensemble for feature selection in small-sample biomedical omics#609286arXiv (OAI Expanded)
• Mutual information and sensitivity analysis for feature selection in customer targeting: a comparative study#656881arXiv (OAI Expanded)
• Mutual information and sensitivity analysis for feature selection in customer targeting: a comparative study#659017arXiv (All)
• GraphFAS: A Distributed System for Automated Graph Feature Generation and Selection in Industrial Transaction Networks#667976arXiv CS
• A Phishing detection model based on dynamic-hybrid feature selection#957119SU+ Digital Repository
• IPM-FM: A Foundation Model with Consensus Feature Selection for Industrial Process Monitoring#985732arXiv (All)
• A copula based supervised filter for feature selection in machine learning driven diabetes risk prediction.#13735NCBI PubMed Central
• A Robust Machine Learning Pipeline for Chronic Kidney Disease Prediction using Outlier Detection, Feature Selection, and Adam Optimization#98404PhilArchive
• High-Dimensional Small-Sample Feature Selection Using Co-Evolutionary Ant Colony Optimization Inspired by Heterosis.#315780NCBI PubMed Central
• Feature Down-Selection to Improve Supervised Classification by Machine Learning on Mass Spectrometry Imaging Data.#319118NCBI PubMed Central
• Optimizing IoT Intrusion Detection Using Balanced Class Distribution, Feature Selection, and Ensemble Machine Learning Techniques#328769Semantic Scholar
• Adaptive class-aware feature selection for high-dimensional and imbalanced multi-class network intrusion detection.#351636NCBI PubMed Central
• Improving Wind and Solar Power Prediction with Efficient Wrapper-based Feature Selection: An Empirical Study#370318arXiv CS
• AI-Powered Multi-Modal Beam Prediction: A Combined Approach by Transfer Learning and Feature Selection#413908Aperta
• A resource efficient IoT intrusion detection model using hybrid feature selection for edge computing.#437241NCBI PubMed Central
• A Robust Machine Learning Pipeline for Chronic Kidney Disease Prediction using Outlier Detection, Feature Selection, and Adam Optimization#729980PhilArchive
• engGNN: A Dual-Graph Neural Network for Omics-Based Disease Classification and Feature Selection#998086arXiv (All)
• Dataset for Experimental Analysis to find out the importance of Behavioral Parameters with feature selection and feature extraction for Student Performance Prediction#333559Figshare
• A Conditional Mutual Information-Based Approach for Robust Multi-Source Feature Selection in IoT Systems.#143467NCBI PubMed Central
• An explainable artificial intelligence framework for ischemic heart disease prediction using enhanced squirrel search feature selection.#209698NCBI PubMed Central
• Identifying Key Predictors of Smoking Cessation Success: Text-Based Feature Selection Using a Large Language Model.#221193NCBI PubMed Central
• Quantum-entangled feature selection and spiking graph transformer networks for early detection of childhood behavioral markers.#269550NCBI PubMed Central
• Position Update And Search Strategy Based Binary Particle Swarm Optimization For Feature Selection#359529USM Repository
• Wave-aware mortality prediction in COVID-19: a multi-stage feature selection and explainable machine-learning framework.#455322NCBI PubMed Central
• Federated multi-label text feature selection via manifold-aware sparse modeling and cooperative grey wolf optimization.#1391NCBI PubMed Central
• Artificial Intelligence Design for Race-Based Prostate Cancer Stage Classification With Multilayer Perceptron: Feature Selection Optimization Approach.#28238NCBI PubMed Central
• Machine learning for oral frailty factors in hospitalized schizophrenia patients: two-stage feature selection and SHAP analysis.#154556NCBI PubMed Central
• Interpretable intrusion detection for IoT: a CNN-BiLSTM permutation importance framework for deep feature selection.#265622NCBI PubMed Central
• Optimized feature selection and zero-parameter channel attention BiLSTM for RPL-attack classification in IoT networks.#295436NCBI PubMed Central
• Ensemble Feature Selection and Harris Hawks Optimization for Explainable Mental Health Risk Prediction in Female Sex Workers#303236arXiv CS
• Hybrid metaheuristic feature selection for breast cancer detection in digital mammography: a radiomics and deep learning pilot feasibility study.#610329NCBI PubMed Central
• Advancing Interaction-Sensitive Feature Selection: Novel Relief-Based Algorithms, Expanded Comparisons, and Recommendations for Biomedical Data Mining#618549arXiv CS
• FeatureHospital: A Skill-Driven Multi-Agent Framework for Automated Algorithm Customization in Multi-View Multi-Label Feature Selection#618882arXiv (OAI Expanded)
• FeatureHospital: A Skill-Driven Multi-Agent Framework for Automated Algorithm Customization in Multi-View Multi-Label Feature Selection#620561arXiv (All)
• Advancing Interaction-Sensitive Feature Selection: Novel Relief-Based Algorithms, Expanded Comparisons, and Recommendations for Biomedical Data Mining#788549arXiv (OAI Expanded)
• Advancing Interaction-Sensitive Feature Selection: Novel Relief-Based Algorithms, Expanded Comparisons, and Recommendations for Biomedical Data Mining#792549arXiv (All)