Works about FEATURE selection

Results: 5000

Analysis of Geometric Features in Anatolian Seljuk Kümbets.

Published in:

Nexus Network Journal: Architecture & Mathematics, 2025, v. 27, n. 2, p. 315, doi. 10.1007/s00004-024-00804-w

By:

Güzelci, Orkan Zeynel;
Türel, Ahmet

Publication type:

Article

Development of a machine learning prediction model for loss to follow-up in HIV care using routine electronic medical records in a low-resource setting.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03030-7

By:

Endebu, Tamrat;
Taye, Girma;
Deressa, Wakgari

Publication type:

Article

A stacked learning framework for accurate classification of polycystic ovary syndrome with advanced data balancing and feature selection techniques.

Published in:

Frontiers in Physiology, 2025, p. 1, doi. 10.3389/fphys.2025.1435036

By:

Emara, Heba M.;
El-Shafai, Walid;
Soliman, Naglaa F.;
Algarni, Abeer D.;
Alkanhel, Reem;
Abd El-Samie, Fathi E.

Publication type:

Article

ENHANCING INTRUSION DETECTION SYSTEM RELIABILITY USING GWO-SOMNN (GREY WOLF OPTIMIZATION WITH SELF-ORGANIZING MAP NEURAL NETWORK).

Published in:

Reliability: Theory & Applications, 2025, v. 20, p. 883

By:

GONDALIA, ARCHANA;
SHAH, APURVA

Publication type:

Article

Deception detection based on micro-expression and feature selection methods.

Published in:

EURASIP Journal on Image & Video Processing, 2025, v. 2025, n. 1, p. 1, doi. 10.1186/s13640-025-00674-3

By:

Yuan, Shusen;
Shao, Zilong;
Ma, Zhongjun;
Cao, Ting;
Xing, Hongbo;
Liu, Yong;
Cao, Yewen

Publication type:

Article

Machine Learning‐Guided Discovery of Factors Governing Deformation Twinning in Mg–Y Alloys.

Published in:

Advanced Engineering Materials, 2025, v. 27, n. 10, p. 1, doi. 10.1002/adem.202402485

By:

Mastracco, Peter;
Yu, Kehang;
Wang, Xin;
Murillo, Crystal;
Melchor, Carlos;
Belcher, Calvin H.;
Schoenung, Julie M.;
Lavernia, Enrique J.;
Copp, Stacy M.

Publication type:

Article

Quantile regression-enriched event modeling framework for dropout analysis in high-temperature superconductor manufacturing.

Published in:

Journal of Intelligent Manufacturing, 2025, v. 36, n. 5, p. 3009, doi. 10.1007/s10845-024-02358-7

By:

Li, Mai;
Lin, Ying;
Feng, Qianmei;
Fu, Wenjiang;
Peng, Shenglin;
Chen, Siwei;
Paidpilli, Mahesh;
Goel, Chirag;
Galstyan, Eduard;
Selvamanickam, Venkat

Publication type:

Article

Label-specific disentanglement and correlation-guided fusion for multi-label classification.

Published in:

Knowledge & Information Systems, 2025, v. 67, n. 6, p. 4991, doi. 10.1007/s10115-025-02359-9

By:

Li, Yang;
Wang, Kun;
Tan, Leting;
Min, Fan

Publication type:

Article

Interpretable multiparametric MRI radiomics-based machine learning model for preoperative differentiation between benign and malignant prostate masses: a diagnostic, multicenter study.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1541618

By:

Zhou, Wenjun;
Liu, Zhangcheng;
Zhang, Jindong;
Su, Shuai;
Luo, Yu;
Jiang, Lincen;
Han, Kun;
Huang, Guohua;
Wang, Jue;
Lan, Jianhua;
Wang, Delin

Publication type:

Article

Opposition-based particle swarm optimization algorithm integrating neighborhood rough set for feature selection in heterogeneous information system.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 8, p. 1, doi. 10.1007/s11227-025-07324-5

By:

Zhang, Jie;
Zhao, Zhijun

Publication type:

Article

Development and validation of clinical-radiomics deep learning model based on MRI for endometrial cancer molecular subtypes classification.

Published in:

Insights into Imaging, 2025, v. 16, n. 1, p. 1, doi. 10.1186/s13244-025-01966-y

By:

Yue, Wenyi;
Han, Ruxue;
Wang, Haijie;
Liang, Xiaoyun;
Zhang, He;
Li, Hua;
Yang, Qi

Publication type:

Article

An enhanced alpha evolution moss growth optimizer for prognostic prediction in spontaneous intracerebral hemorrhage.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01175-w

By:

Hou, Lingxian;
Wang, Yongsheng;
Lin, Xiuqi;
Li, Chengye;
Guo, Huangrong;
Jin, Congcong;
Chen, Yi;
Chen, Huiling;
Ji, Jing;
Zhu, Wenzong

Publication type:

Article

Early Detection of Alzheimer's Disease from MR Images Using Fine-Tuning Neighborhood Component Analysis and Convolutional Neural Networks.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 10, p. 7781, doi. 10.1007/s13369-024-09954-y

By:

Özaltın, Öznur

Publication type:

Article

An efficient leukemia prediction method using machine learning and deep learning with selected features.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0320669

By:

Ilyas, Mahwish;
Ramzan, Muhammad;
Deriche, Mohamed;
Mahmood, Khalid;
Naz, Anam

Publication type:

Article

Adaptive mechanism-based grey wolf optimizer for feature selection in high-dimensional classification.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0318903

By:

Li, Genliang;
Cui, Yaxin;
Su, Jingyu

Publication type:

Article

Wrapped input selection using multilayer perceptrons for repeat‐purchase modeling in direct marketing.

Published in:

Intelligent Systems in Accounting, Finance & Management, 2001, v. 10, n. 2, p. 115, doi. 10.1002/isaf.195

By:

Viaene, Stijn;
Baesens, Bart;
Poel, Dirk Van den;
Dedene, Guido;
Vanthienen, Jan

Publication type:

Article

Machine Learning-Based identification of resistance genes associated with sunflower broomrape.

Published in:

Plant Methods, 2025, v. 21, n. 1, p. 1, doi. 10.1186/s13007-025-01383-8

By:

Che, Yingxue;
Zhang, Congzi;
Xing, Jixiang;
Xi, Qilemuge;
Shao, Ying;
Zhao, Lingmin;
Guo, Shuchun;
Zuo, Yongchun

Publication type:

Article

Deciphering microbial and metabolic influences in gastrointestinal diseases-unveiling their roles in gastric cancer, colorectal cancer, and inflammatory bowel disease.

Published in:

Journal of Translational Medicine, 2025, v. 23, n. 1, p. 1, doi. 10.1186/s12967-025-06552-w

By:

Philip, Daryll;
Hodgkiss, Rebecca;
Radhakrishnan, Swarnima Kollampallath;
Sinha, Akshat;
Acharjee, Animesh

Publication type:

Article

基于图注意力网络和门控网络的轻量级单通道语音分离方法.

Published in:

Journal of Signal Processing, 2025, v. 41, n. 4, p. 706, doi. 10.12466/xhcl.2025.04.011

By:

余传旗;
郭海燕;
王婷婷;
王景润;
杨震

Publication type:

Article

Machine learning for predicting all-cause mortality of metabolic dysfunction-associated fatty liver disease: a longitudinal study based on NHANES.

Published in:

BMC Gastroenterology, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12876-025-03946-4

By:

Wang, Xueni;
Chen, Huihui;
Wang, Luqiao;
Sun, Wenguang

Publication type:

Article

Bio-Inspired Spider Wasp Optimization-Based Convolutional Neural Network for Lung Cancer Classification.

Published in:

Mathematical Modelling of Engineering Problems, 2025, v. 12, n. 4, p. 1374, doi. 10.18280/mmep.120428

By:

Bonthala, Swathi;
Ambalavanan, Suhasini;
Kakani, Suvarchala

Publication type:

Article

High-precision lung cancer subtype diagnosis on imbalanced exosomal data via Exo-LCClassifier.

Published in:

Frontiers in Genetics, 2025, p. 1, doi. 10.3389/fgene.2025.1583081

By:

Zhan, Siyu;
Yu, Hao;
Liu, Shuang;
Qin, Ke;
Guo, Lu

Publication type:

Article

FLEXIBLE ADAPTIVE MARINE PREDATOR ALGORITHM FOR HIGH-DIMENSION OPTIMIZATION AND APPLICATION IN WIND TURBINE FAULT DIAGNOSIS.

Published in:

Fractals, 2023, v. 31, n. 6, p. 1, doi. 10.1142/S0218348X23401424

By:

TANG, MINGZHU;
YI, JIABIAO;
WU, HUAWEI;
WANG, YANG;
CAO, CHENHUAN;
LIANG, ZIXIN;
ZUO, JIAWEN;
XIONG, FUQIANG

Publication type:

Article

PREDICTING INTENSIVE CARE UNIT READMISSION AMONG PATIENTS AFTER LIVER TRANSPLANTATION USING MACHINE LEARNING.

Published in:

Fractals, 2023, v. 31, n. 6, p. 1, doi. 10.1142/S0218348X23401345

By:

GONG, LINMEI;
GONG, SUBO;
WU, XIAOQIANG;
HE, JIEZHOU;
ZHONG, YANJUN;
TANG, JUN;
DENG, JIAYI;
SI, ZHONGZHOU;
LIU, YI;
WANG, GUYI;
LI, JINXIU

Publication type:

Article

A DIABETES RISK PREDICTING METHOD WITH MULTI-STRATEGY COUNTERFACTUAL-BASED DATA AUGMENTATION.

Published in:

Fractals, 2023, v. 31, n. 6, p. 1, doi. 10.1142/S0218348X23401060

By:

WANG, CHEN;
LIU, YAN-YI;
DIAO, ZHAO-SHUO;
TANG, JIA-WEI;
WEN, YING-YOU;
YANG, XIAO-TAO

Publication type:

Article

X (Twitter) Sentiment Analysis Based on Hybrid Approach: An Application for Online Food Ordering.

Published in:

International Journal of InformaticsTechnologies, 2025, v. 18, n. 2, p. 143, doi. 10.17671/gazibtd.1616709

By:

GÜNEŞ, Yıldırım;
ARIKAN, Murat

Publication type:

Article

Unveiling Student Satisfaction in Online Learning: Leveraging Artificial Neural Networks for Predictive Insights.

Published in:

Journal of Engineering Education Transformations, 2025, v. 38, n. 3, p. 520

By:

Suriyanarayanan, Manikandan;
P., Aranganathan;
Navalgund, Nagaraj;
Baligar, Preethi;
Hanji, Sanjay V.;
Mahantshetti, Shashidhar S.

Publication type:

Article

Segmentation-based lightweight multi-class classification model for crop disease detection, classification, and severity assessment using DCNN.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0322705

By:

Subbarayudu, Chatla;
Kubendiran, Mohan

Publication type:

Article

Enhanced Cyberthreat Detection and Classification with CMCOADL-TDC Using Deep Learning and Optimization Techniques.

Published in:

Technical Gazette / Tehnički Vjesnik, 2025, v. 32, n. 3, p. 891, doi. 10.17559/TV-20240619001788

By:

SAKTHIVELU, U.;
VINOTH KUMAR, C. N. S.

Publication type:

Article

A Complex Device State Feature Selection Method based on Improved Hybrid Algorithm.

Published in:

Technical Gazette / Tehnički Vjesnik, 2025, v. 32, n. 3, p. 868, doi. 10.17559/TV-20240315001399

By:

Zhiyong LIU;
Liqing RONG;
Yu ZHANG;
Bing HAO

Publication type:

Article

Artificial Hummingbird Algorithm with Deep Variational Autoencoder Driven Intrusion Detection in Big Data Analytics Environment.

Published in:

Journal of Engineering Science & Technology Review, 2025, v. 18, n. 2, p. 21

By:

Thiyagarajan, V. S.;
Shashikala, K. S.;
Pavithra, M.;
Parivarthan, R. M.

Publication type:

Article

Remaining Useful Life Prediction of Rotating Machinery Bearings Based on Adaptive Multi-domain Feature Selection and Nested LSTM.

Published in:

Journal of Failure Analysis & Prevention, 2025, v. 25, n. 2, p. 846, doi. 10.1007/s11668-025-02162-2

By:

Zhao, Ming;
Wu, Jinxin;
Li, Xianwang

Publication type:

Article

Development and application of an early prediction model for risk of bloodstream infection based on real-world study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03020-9

By:

Hu, Xiefei;
Zhi, Shenshen;
Li, Yang;
Cheng, Yuming;
Fan, Haiping;
Li, Haorong;
Meng, Zihao;
Xie, Jiaxin;
Tang, Shu;
Li, Wei

Publication type:

Article

Classification of lung cancer severity using gene expression data based on deep learning.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03011-w

By:

Nassif, Ali Bou;
Abujabal, Nour Ayman;
Omar, Aya Alchikh

Publication type:

Article

Prediction of Pituitary Adenoma's Volumetric Response to Gamma Knife Radiosurgery Using Machine Learning-Supported MRI Radiomics.

Published in:

Journal of Clinical Medicine, 2025, v. 14, n. 9, p. 2896, doi. 10.3390/jcm14092896

By:

Speckter, Herwin;
Radulovic, Marko;
Lazo, Erwin;
Hernandez, Giancarlo;
Bido, Jose;
Rivera, Diones;
Suazo, Luis;
Valenzuela, Santiago;
Stoeter, Peter;
Vranes, Velicko

Publication type:

Article

Automated Lightweight Model for Asthma Detection Using Respiratory and Cough Sound Signals.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 9, p. 1155, doi. 10.3390/diagnostics15091155

By:

Xu, Shuting;
Deo, Ravinesh C.;
Faust, Oliver;
Barua, Prabal D.;
Soar, Jeffrey;
Acharya, Rajendra

Publication type:

Article

Machine Learning in Predicting Cardiac Events for ESRD Patients: A Framework for Clinical Decision Support.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 9, p. 1063, doi. 10.3390/diagnostics15091063

By:

Chuang, Chien-Wei;
Wu, Chung-Kuan;
Wu, Chao-Hsin;
Shia, Ben-Chang;
Chen, Mingchih

Publication type:

Article

Rough Set Theory and Soft Computing Methods for Building Explainable and Interpretable AI/ML Models.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 5148, doi. 10.3390/app15095148

By:

Naouali, Sami;
El Othmani, Oussama

Publication type:

Article

A Comparative Analysis of Student Performance Prediction: Evaluating Optimized Deep Learning Ensembles Against Semi-Supervised Feature Selection-Based Models.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4818, doi. 10.3390/app15094818

By:

Lagares Rodríguez, Jose Antonio;
Díaz-Díaz, Norberto;
Barranco González, Carlos David

Publication type:

Article

Effective Epileptic Seizure Detection with Hybrid Feature Selection and SMOTE-Based Data Balancing Using SVM Classifier.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4690, doi. 10.3390/app15094690

By:

Atlam, Hany F.;
Aderibigbe, Gbenga Ebenezer;
Nadeem, Muhammad Shahroz

Publication type:

Article

Integrating Machine Learning Algorithms: A Hybrid Model for Lung Cancer Outcome Improvement.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4637, doi. 10.3390/app15094637

By:

Gote, Pradnyawant M.;
Kumar, Praveen;
Kumar, Hemant;
Verma, Prateek;
Jiet, Moses Makuei

Publication type:

Article

A Fault Diagnosis Framework for Pressurized Water Reactor Nuclear Power Plants Based on an Improved Deep Subdomain Adaptation Network.

Published in:

Energies (19961073), 2025, v. 18, n. 9, p. 2334, doi. 10.3390/en18092334

By:

Liu, Zhaohui;
Hu, Enhong;
Liu, Hua

Publication type:

Article

Hybrid Method for Oil Price Prediction Based on Feature Selection and XGBOOST-LSTM.

Published in:

Energies (19961073), 2025, v. 18, n. 9, p. 2246, doi. 10.3390/en18092246

By:

Lin, Shucheng;
Wang, Yue;
Wei, Haocheng;
Wang, Xiaoyi;
Wang, Zhong

Publication type:

Article

Inflammation-Driven Prognosis in Advanced Heart Failure: A Machine Learning-Based Risk Prediction Model for One-Year Mortality.

Published in:

Journal of Inflammation Research, 2025, v. 18, p. 5047, doi. 10.2147/JIR.S514192

By:

Zhou, Min;
Du, Xiue

Publication type:

Article

Study on Class Imbalance in Land Use Classification for Soil Erosion in Dry–Hot Valley Regions.

Published in:

Remote Sensing, 2025, v. 17, n. 9, p. 1628, doi. 10.3390/rs17091628

By:

Deng, Yuzhuang;
Chen, Guokun;
Tang, Bohui;
Duan, Xingwu;
Zuo, Lijun;
Zhao, Haijuan

Publication type:

Article

Multi-Domain Controversial Text Detection Based on a Machine Learning and Deep Learning Stacked Ensemble.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 9, p. 1529, doi. 10.3390/math13091529

By:

Liu, Jiadi;
Liu, Zhuodong;
Li, Qiaoqi;
Kong, Weihao;
Li, Xiangyu

Publication type:

Article

Predicting CO 2 Emissions with Advanced Deep Learning Models and a Hybrid Greylag Goose Optimization Algorithm.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 9, p. 1481, doi. 10.3390/math13091481

By:

Alhussan, Amel Ali;
Metwally, Marwa;
Towfek, S. K.

Publication type:

Article

Classification of Retinitis Pigmentosa Stages Based on Machine Learning by Fusion of Image Features of VF and MfERG Maps.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 9, p. 1867, doi. 10.3390/electronics14091867

By:

Karaman, Bayram;
Güven, Ayşegül;
Öner, Ayşe;
Kahraman, Neslihan Sinim

Publication type:

Article

Quantum-Enhanced Machine Learning for Cybersecurity: Evaluating Malicious URL Detection.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 9, p. 1827, doi. 10.3390/electronics14091827

By:

Eze, Lauren;
Chaudhry, Umair B.;
Jahankhani, Hamid

Publication type:

Article

Facial Expression Recognition by Multi‐Scale Local Binary Patterns (MLBP) and Convolutional Neural Network (CNN) Features.

Published in:

Expert Systems, 2025, v. 42, n. 6, p. 1, doi. 10.1111/exsy.70044

By:

Yang, Haoyu;
Gemeay, Entesar;
Alqahtani, Abdullah;
Alanazi, Abed;
Alsubai, Shtwai;
Lee, Sangkeum

Publication type:

Article