Works matching DE "SUPPORT vector machines"

Results: 5000

When the whole is greater than the sum of its parts: why machine learning and conventional statistics are complementary for predicting future health outcomes Open Access.

Published in:

Clinical Kidney Journal, 2025, v. 18, n. 4, p. 1, doi. 10.1093/ckj/sfaf059

By:

Janse, Roemer J;
Abu-Hanna, Ameen;
Vagliano, Iacopo;
Stel, Vianda S;
Jager, Kitty J;
Tripepi, Giovanni;
Zoccali, Carmine;
Dekker, Friedo W;
Diepen, Merel van

Publication type:

Article

A KNN-based model for non-invasive prediction of hemorrhagic shock severity in prehospital settings: integrating MAP, PBUCO2, PTCO2, and PPV.

Published in:

BioMedical Engineering OnLine, 2025, v. 24, n. 1, p. 1, doi. 10.1186/s12938-025-01394-5

By:

Zhao, Peng;
Pan, Wencai;
Zou, Xin;
Yang, Jiaqing;
Zhang, Shihui;
Liu, Yufei;
Li, Yang

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 techniques for differentiating psychrophilic and non-psychrophilic bacterial α/β hydrolase enzymes.

Published in:

Biologia, 2025, v. 80, n. 6, p. 1557, doi. 10.1007/s11756-025-01920-9

By:

Vardar-Yel, Nurcan

Publication type:

Article

智能化儿童青少年体态健康评估预测模型开发 —以小学龄儿童青少年膝关节内外翻为例.

Published in:

Journal of Shanghai University of Sport, 2025, v. 49, n. 4, p. 09, doi. 10.16099/j.sus.2024.08.18.0006

By:

顾耀东;
徐异宁

Publication type:

Article

基于宽度学习系统的云南省多源降水数据融合模型研究.

Published in:

Plateau Meteorology, 2025, v. 44, n. 2, p. 475, doi. 10.7522/j.issn.1000-0534.2023.00085

By:

周媛媛;
杨晓辉;
肖天贵

Publication type:

Article

Support Vector Machine Model Based on Reinforced Leader Decision Grey Wolf Optimization Algorithm.

Published in:

KSII Transactions on Internet & Information Systems, 2025, v. 19, n. 4, p. 1064, doi. 10.3837/tiis.2025.04.001

By:

Jianwei Wang;
Chengsheng Pan

Publication type:

Article

Machine Learning‐Driven Band Gap Prediction/Classification and Feature Importance Analysis of Inorganic Perovskites.

Published in:

International Journal of Energy Research, 2025, v. 2025, p. 1, doi. 10.1155/er/9974355

By:

Sabagh Moeini, Alireza;
Shariatmadar Tehrani, Fatemeh;
Naeimi-Sadigh, Alireza;
Sun, Chaofan

Publication type:

Article

Classifying Apis mellifera Breeds Using Data Mining Techniques Based on Morphological Traits.

Published in:

Selcuk Journal of Agriculture & Food Sciences / Selcuk Tarim ve Gida Bilimleri Dergisi, 2025, v. 39, n. 1, p. 95, doi. 10.15316/SJAFS.2025.009

By:

Kibar, Mustafa;
Negiş, İnci Şahin;
Aytekin, İbrahim;
Keskin, İsmail

Publication type:

Article

Investigating glymphatic function and bed nucleus of the stria terminalis-based functional connectivity in Parkinson's disease with and without depression.

Published in:

NPJ Parkinson's Disease, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41531-025-00985-2

By:

Dai, Xiyong;
Zhang, Yue;
Fu, Chengwei;
Gao, Zhijie;
Hou, Xiaoyan;
Yan, Zhaoxian;
Zheng, Chunye;
Gao, Lei;
Liu, Bo

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

2MLMD: Multi-modal Leap Motion Dataset for Home Automation Hand Gesture Recognition Systems.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 10, p. 7511, doi. 10.1007/s13369-024-09396-6

By:

Bhiri, Nahla Majdoub;
Ameur, Safa;
Jegham, Imen;
Alouani, Ihsen;
Ben Khalifa, Anouar

Publication type:

Article

Functional Connectivity and Graph Embedding-Based Domain Adaptation for Autism Classification from Multi-site Data.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 10, p. 7389, doi. 10.1007/s13369-024-09362-2

By:

Singh, Uday;
Shukla, Shailendra;
Gore, Manoj Madhava

Publication type:

Article

Automatic Accent Identification Using Less Data: a Shift from Global to Segmental Accent.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 10, p. 7481, doi. 10.1007/s13369-024-09344-4

By:

Grigaliūnaitė, Justina;
Melnik-Leroy, Gerda Ana

Publication type:

Article

Classification of Diffusion Constants of Transmitter and Receiver and Distance Between Them Using Mobile Molecular Communication via Diffusion Model.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 10, p. 7085, doi. 10.1007/s13369-024-09221-0

By:

Er, Mehmet Bilal;
Isik, Ibrahim;
Kuran, Umut;
Isik, Esme

Publication type:

Article

Underlying characteristic aroma of white tea from diverse geographical origins and its prediction.

Published in:

Journal of the Science of Food & Agriculture, 2025, v. 105, n. 8, p. 4558, doi. 10.1002/jsfa.14184

By:

Zhang, Jialin;
Wang, Zhihui;
Zhang, Lingzhi;
Huang, Wei;
Lin, Fuming;
Xiao, Chunyan;
Zheng, Zhiqiang;
Huang, Yan;
Sun, Weijiang

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

Using feature selection methods to identify important factors of in-game consumption.

Published in:

Enterprise Information Systems, 2025, v. 19, n. 3/4, p. 1, doi. 10.1080/17517575.2024.2442403

By:

Nalluri, Venkateswarlu;
Chang, Jing-Rong;
Chen, Long-Sheng;
Yan, Chen-Wei

Publication type:

Article

Prediction of Soil Liquefaction Using a Multi-Algorithm Technique: Stacking Ensemble Techniques and Bayesian Optimization.

Published in:

Journal of Soft Computing in Civil Engineering, 2025, v. 9, n. 2, p. 32, doi. 10.22115/SCCE.2024.453006.1860

By:

Long Tsang;
Akbari, Mahdi;
Fakharian, Pouyan

Publication type:

Article

MyWear revolutionizes real-time health monitoring with comparative analysis of machine learning.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-01860-z

By:

Prakash, Krishna;
Harshitha, Musam Naga;
Lakshmi, Golla Naga;
Moses, Pallem;
Chowdary, Madala Sumanth;
Bansal, Shonak;
Faruque, Mohammad Rashed Iqbal;
Al-Mugren, K. S.

Publication type:

Article

Internet of Medical Things Powered by Machine Learning for Real-Time Diabetes Prediction.

Published in:

Journal of Intelligent Systems & Internet of Things, 2025, v. 17, n. 1, p. 106, doi. 10.54216/JISIoT.170108

By:

Saihood, Qusay;
Kareem, Inas H;
Ismael, Omar Ayad;
Mohammed, Saad I.;
Algburi, Ahmed NO

Publication type:

Article

基于代理模型的 YASA AFPM 电机多目标分层优化设计.

Published in:

Electric Machines & Control / Dianji Yu Kongzhi Xuebao, 2025, v. 29, n. 3, p. 59, doi. 10.15938/j.emc.2025.03.006

By:

刘慧娟;
刘广冬;
易元元

Publication type:

Article

基于数据预处理的小样本开关磁阻电机智能方法建模.

Published in:

Electric Machines & Control / Dianji Yu Kongzhi Xuebao, 2025, v. 29, n. 2, p. 85, doi. 10.15938/j.emc.2025.02.009

By:

赵燕;
朱景伟;
任萍

Publication type:

Article

Using an Adaptive Linear Support Vector Machine Algorithm for Predicting Breast Cancer.

Published in:

Journal of Science & Technology (1607-2073), 2025, v. 30, n. 3, p. 2, doi. 10.20428/jst.v30i3.2704

By:

A. S. K., AL-Hurdi;
A. M. A., Mohsen

Publication type:

Article

Development of a Classification Model for Intrusion Attacks in Internet- Of-Things (IoT) Networks.

Published in:

Journal of Science & Technology (1607-2073), 2025, v. 30, n. 2, p. 88, doi. 10.20428/jst.v30i2.2517

By:

R. M., Adegbite;
A. A., Kayode;
O. O., Olaniyan;
S. A., Arekete

Publication type:

Article

Endüstriyel Tesislerde Makine Öğrenmesi ile Kestirimci Bakım ve Arıza Analizleri.

Published in:

Karaelmas Science & Engineering Journal / Karaelmas Fen ve Mühendislik Dergisi, 2025, v. 15, n. 1, p. 119, doi. 10.7212/karaelmasfen.1568736

By:

Pirge, İlyas Güvenç;
Baştürk, İlhan

Publication type:

Article

A Hybrid Prediction Model for Gas Utilization Rate Based on Blast Furnace Operating Conditions.

Published in:

Metallurgical & Materials Transactions. Part B, 2025, v. 56, n. 3, p. 2596, doi. 10.1007/s11663-025-03509-8

By:

Yu, Zhi-Heng;
Li, Xiao-Ming;
Wang, Bao-Rong;
Ren, Yi-Ze;
Lin, Xu-Hui;
Xing, Xiang-Dong

Publication type:

Article

AI-Driven Detection of Depressive Disorders: A Machine Learning Approach.

Published in:

Trinity Journal of Management, IT & Media, 2024, v. 15, n. 1, p. 52, doi. 10.48165/tjmitm.2024.15.09

By:

Sodhi, Sonia;
Sharma, Raj Kumar

Publication type:

Article

Investigating perioperative pressure injuries and factors influencing them with imbalanced samples using a Synthetic Minority Oversampling Technique.

Published in:

BioScience Trends, 2025, v. 19, n. 2, p. 173, doi. 10.5582/bst.2025.01013

By:

Yiwei Zhou;
Jian Wu;
Xin Xu;
Guirong Shi;
Ping Liu;
Liping Jiang

Publication type:

Article

SUPPORT VECTOR MACHINE LEARNING ON SLURRY EROSION CHARACTERISTICS ANALYSIS OF Ni- AND Co-ALLOY COATINGS.

Published in:

Surface Review & Letters, 2025, v. 32, n. 6, p. 1, doi. 10.1142/S0218625X23400061

By:

SINGH, JASHANPREET;
SINGH, SIMRANJIT

Publication type:

Article

Interpretable machine learning algorithms reveal gut microbiome features associated with atopic dermatitis.

Published in:

Frontiers in Immunology, 2025, p. 1, doi. 10.3389/fimmu.2025.1528046

By:

Ma, Jingtai;
Fang, Yiting;
Li, Shiqi;
Zeng, Lilian;
Chen, Siyi;
Li, Zhifeng;
Ji, Guiyuan;
Yang, Xingfen;
Wu, Wei

Publication type:

Article

MULBERRY LEAF DISEASE DETECTION AND CLASSIFICATION USING HYBRID MACHINE LEARNING.

Published in:

JAPS: Journal of Animal & Plant Sciences, 2025, v. 35, n. 2, p. 592, doi. 10.36899/japs.2025.2.0050

By:

Kalaiarasi, P.;
Ramalakshmi, R.;
Kannan, V.

Publication type:

Article

Development and validation of an early prediction model for cardiac death risk in patients with light chain amyloidosis: a multicenter study.

Published in:

Cardio-Oncology, 2025, v. 11, n. 1, p. 1, doi. 10.1186/s40959-025-00342-5

By:

Pang, Naidong;
Tian, Ying;
Chi, Hongjie;
Fu, Xiaohong;
Li, Xin;
Wang, Shuyu;
Pan, Feifei;
Wang, Dongying;
Xu, Lin;
Luo, Jingyi;
Liu, Aijun;
Liu, XingPeng

Publication type:

Article

Document Recognition in Education Sector Using Machine Learning Algorithms.

Published in:

Mathematical Modelling of Engineering Problems, 2025, v. 12, n. 4, p. 1335, doi. 10.18280/mmep.120424

By:

Murugesan, Sarala;
Lakshminarasaiah, Muralidhara Benakanahally;
Ramaiah, Suresh;
Balarama, Rajesh

Publication type:

Article

An Aircraft Icing Detection Method Based on Performance Data of Rotor.

Published in:

Transactions of Nanjing University of Aeronautics & Astronautics, 2025, v. 42, n. 2, p. 212, doi. 10.16356/j.1005‑1120.2025.02.006

By:

WU Yuan;
ZHU Dongyu;
XU Lingsong;
YU Lei

Publication type:

Article

Enhancing Electric Vehicle Security with Face Recognition: Implementation Using Raspberry Pi.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 4, p. 728, doi. 10.14569/ijacsa.2025.0160472

By:

Jamil Alsayaydeh, Jamil Abedalrahim;
Chin Wei Yi;
Bacarra, Rex;
Rashid, Fatimah Abdulridha;
Herawan, Safarudin Gazali

Publication type:

Article

Stochastic Nonlinear Analysis of Internet of Things Network Performance and Security.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 4, p. 460, doi. 10.14569/ijacsa.2025.0160447

By:

Junzhou Li;
Feixian Sun

Publication type:

Article

Machine Learning-Based Prediction of Cannabis Addiction Using Cognitive Performance and Sleep Quality Evaluations.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 4, p. 375, doi. 10.14569/ijacsa.2025.0160439

By:

Elhachimi, Abdelilah;
Eddabbah, Mohamed;
Benksim, Abdelhafid;
Ibanni, Hamid;
Cherkaoui, Mohamed

Publication type:

Article

Support Vector Machine Classification Method Based on Synthetic Data Generation for Small Sample Data.

Published in:

Engineering Letters, 2025, v. 33, n. 3, p. 743

By:

Cheng Xing;
Jie-Sheng Wang;
Yi-Peng Shang-Guan;
Yu-Hang Zuo

Publication type:

Article

Non-invasive detection of Parkinson's disease based on speech analysis and interpretable machine learning.

Published in:

Frontiers in Aging Neuroscience, 2025, p. 1, doi. 10.3389/fnagi.2025.1586273

By:

Xu, Huanqing;
Xie, Wei;
Pang, Mingzhen;
Li, Ya;
Jin, Luhua;
Huang, Fangliang;
Shao, Xian

Publication type:

Article

Advancing patient care: Machine learning models for predicting grade 3+ toxicities in gynecologic cancer patients treated with HDR brachytherapy.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0312208

By:

Portocarrero-Bonifaz, Andres;
Syed, Salman;
Kassel, Maxwell;
McKenzie, Grant W.;
Shah, Vishwa M.;
Forry, Bryce M.;
Gaskins, Jeremy T.;
Sowards, Keith T.;
Avula, Thulasi Babitha;
Masters, Adrianna;
Schneider, Jose G.;
Silva, Scott R.

Publication type:

Article

Navigating the Fraud Frontier: Machine Learning Solutions for Credit Card Security.

Published in:

Technical Gazette / Tehnički Vjesnik, 2025, v. 32, n. 2, p. 730, doi. 10.17559/TV-20241013002057

By:

Hye Jin KIM;
Jung Soo RHEE

Publication type:

Article

A Monte Carlo Simulation-Based Method for Generating Virtual Test Scenarios in Virtual Reality Environments.

Published in:

Technical Gazette / Tehnički Vjesnik, 2025, v. 32, n. 2, p. 389, doi. 10.17559/TV-20240306001380

By:

Mingju YAO;
Zhiyuan LI

Publication type:

Article

Cyber-Integrated Predictive Framework for Gynecological Cancer Detection: Leveraging Machine Learning on Numerical Data amidst Cyber-Physical Attack Resilience.

Published in:

Journal of Artificial Intelligence (2579-0021), 2025, v. 7, n. 1, p. 55, doi. 10.32604/jai.2025.062479

By:

Izhar, Muhammad;
Parwez, Khadija;
Iftikhar, Saman;
Ahmad, Adeel;
Bawazeer, Shaikhan;
Abdullah, Saima

Publication type:

Article

Hand Gesture Recognition with Derivative and Summative Feature using Machine Learning Model.

Published in:

Journal of Engineering Science & Technology Review, 2025, v. 18, n. 2, p. 203

By:

Kataria, Pooja;
Sharma, Tripti;
Narayan, Yogendra

Publication type:

Article

BIG DATA IN MEDICINE AND PUBLIC HEALTH.

Published in:

Obstetrics & Gynaecology Forum, 2024, v. 34, n. 3, p. 1330

By:

Arora, Rakesh Kumar;
Gupta, Manoj Kumar;
Singh, Suraj Pal;
Saroop, Shashank

Publication type:

Article

Journal of Nanjing University of Information Science & Technology (Natural Science Edition) / Nanjing Xinxi Gongcheng Daxue Xuebao (ziran kexue ban), 2025, v. 17, n. 2, p. 235, doi. 10.13878/j.cnki.jnuist.20240617001

By:

黄静静;
武文媗;
田宇;
王灿;
王茂发

Publication type:

Article

基于改进的LBP和Gabor滤波器的纹理特征提取方法.

Published in:

Journal of Nanjing University of Information Science & Technology (Natural Science Edition) / Nanjing Xinxi Gongcheng Daxue Xuebao (ziran kexue ban), 2025, v. 17, n. 2, p. 227, doi. 10.13878/j.cnki.jnuist.20230921003

By:

陈佳明;
陈旭;
任硕;
邸宏伟

Publication type:

Article

Application of innovative SVM-PSO-GA algorithm to study vibrations of improved perovskite solar cells.

Published in:

Mechanics of Advanced Materials & Structures, 2025, v. 32, n. 10, p. 2233, doi. 10.1080/15376494.2024.2377412

By:

Guo, Xiaojie;
Alharbi, Abdullah;
Alansari, Abdulrahman M.

Publication type:

Article

The Classification of Vestibular Schwannoma (VS) and Cerebellopontine Angle Meningioma (CPAM) Based on Multimodal Magnetic Resonance Imaging Analysis.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 9, p. 1157, doi. 10.3390/diagnostics15091157

By:

Yuan, Lihua;
Lu, Jaming;
Shu, Xin;
Liang, Kun;
Wang, Cheng;
Chen, Jiu;
Wang, Zhishun

Publication type:

Article