Works about SUPPORT vector machines

Results: 5000

Leveraging machine learning models to evaluate immune infiltration in the ovarian cancer microenvironment: a single-cell analysis approach.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-03018-9

By:

Liu, Jie;
Xia, Baoguo;
Li, Bingxin;
Liang, Hui

Publication type:

Article

Machine Learning Based Framework for Depression Diagnosis Using EEG and ECG Signals.

Published in:

Ingénierie des Systèmes d'Information, 2025, v. 30, n. 5, p. 1251, doi. 10.18280/isi.300512

By:

Pange, Sanchita M.;
Pawa, Vijaya R.

Publication type:

Article

Detection of Heart Disease Using Binary Classification Machine Learning Model.

Published in:

Ingénierie des Systèmes d'Information, 2025, v. 30, n. 5, p. 1111, doi. 10.18280/isi.300501

By:

Abiodun, Ayodeji G.;
Ukandu, Obumneme Kelechi;
Emmanuel, Akinsanya Seye;
Udechukwu, Chinaemerem Sonia;
Olagbegi, Oladapo Michael;
Nadasan, Thayananthee;
Bakare, Olayemi

Publication type:

Article

Design of an evolutionary model for international trade settlement based on genetic algorithm and fuzzy neural network.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0327199

By:

Huang, Jiaqing;
Liu, Yang;
Tu, Miaomiao;
Sohaib, Osama

Publication type:

Article

Predicting errors in accident hotspots and investigating satiotemporal, weather, and behavioral factors using interpretable machine learning: An analysis of telematics big data.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0326483

By:

Golestani, Ali;
Rezaei, Nazila;
Malekpour, Mohammad-Reza;
Ahmadi, Naser;
Ataei, Seyed Mohammad-Navid;
Khosravi, Sepehr;
Jafari, Ayyoob;
Shahraz, Saeid;
Farzadfar, Farshad

Publication type:

Article

Significance of Multi-level Fusion in Multi-component Fault Diagnosis under Speed Varying Condition in Rotational Machinery.

Published in:

FME Transactions, 2025, v. 53, n. 1, p. 15, doi. 10.5937/fme2501015S

By:

Sowmya, S.;
Saimurugan, M.;
Edinbarough, Immanuel

Publication type:

Article

Mechanical Fault Diagnosis of High‐Voltage Circuit Breakers Based on IPSO‐VMD and KFCM‐SVM.

Published in:

IEEJ Transactions on Electrical & Electronic Engineering, 2025, v. 20, n. 8, p. 1195, doi. 10.1002/tee.70002

By:

Ma, Li;
Zhang, Pei;
Sun, Fan;
Fang, Jingzhong;
Zhang, Ce;
Xu, Xinyan

Publication type:

Article

FOX-Inspired Optimizer with Support Vector Regression Modeling of Water-Based CaCO<sub>3</sub>-CuO-SiO<sub>2</sub> Trihybrid Nanofluids Thermal Properties: Comparative Study.

Published in:

Croatica Chemica Acta, 2025, v. 98, n. 1, p. 15, doi. 10.5562/cca4137

By:

Euldji, Amel;
Laidi, Maamar;
Hentabli, Mohamed;
Madani, Achouak;
Hanini, Salah

Publication type:

Article

Traffic Classification and Comparative Analysis with Machine Learning Algorithms in Software Defined Networks.

Published in:

Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji, 2021, v. 9, n. 1, p. 71, doi. 10.29109/gujsc.869418

By:

TONKAL, Özgür;
POLAT, Hüseyin

Publication type:

Article

Advancements in toxicological risk assessment: integrating Ferguson's principle, computational models, and drug safety guidelines, a comprehensive framework for improving risk assessment and resource management in toxicology.

Published in:

Toxicology Research, 2025, v. 14, n. 3, p. 1, doi. 10.1093/toxres/tfaf065

By:

Bhandare, Saurabh Dilip

Publication type:

Article

Radiomics analysis based on T2-weighed imaging and T2 mapping for staging endometrial fibrosis.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-09782-6

By:

Liang, Huanhuan;
Wang, Huanhuan;
Chen, Yucan;
Sun, Kaibo;
Zhou, Nan;
Zhu, Hui;
Jiang, Peipei;
Ma, Ke;
Zhou, Kefeng;
Hu, Yali;
Zhou, Zhengyang

Publication type:

Article

Prediction of the corrosion rates of subsea pipelines via KPCA.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-09685-6

By:

Xu, Shiqi;
Huang, Changhe;
Zhao, Hongda

Publication type:

Article

The development of the generative adversarial supporting vector machine for molecular property generation.

Published in:

Journal of Cheminformatics, 2025, v. 17, n. 1, p. 1, doi. 10.1186/s13321-025-01052-x

By:

Lu, Qing

Publication type:

Article

Planococcus citri in coffee trees by supervised classification using multispectral images.

Published in:

Ciência Rural, 2025, v. 55, n. 8, p. 1, doi. 10.1590/0103-8478cr20240318

By:

Fernanda Rossati, Kamila;
Andaló, Vanessa;
Deroco Martins, George;
Aparecida de Assis, Gleice;
Werneck Orlando, Vinícius Silva;
Messias Arriero, Letícia Pasqualin;
Silva de Faria, Lucas;
Zampiroli, Renan

Publication type:

Article

Optimization of L‐sorbose allocation for 2‐keto‐L‐gulonic acid production.

Published in:

Canadian Journal of Chemical Engineering, 2025, v. 103, n. 8, p. 3815, doi. 10.1002/cjce.25594

By:

Cui, Lei;
Zhang, Yuyang;
Li, Mingfeng

Publication type:

Article

Moment-Rotation Characteristics Prediction Models for Unique Boltless Steel Connections Using Machine Learning.

Published in:

Journal of Design & Built Environment, 2025, p. 69

By:

Ganasan, Reventheran;
Chee Ghuan Tan;
Arifin, Muhammad Naiman Arimi;
Sulong, Nor Hafizah Ramli;
Omran, Mustapha Kamil;
El-Shafie, Ahmed;
Zakaria, Anies Faziehan

Publication type:

Article

Optimized prediction of diabetes complications using ensemble learning with Bayesian optimization: a cost-efficient laboratory-based approach.

Published in:

Frontiers in Endocrinology, 2025, p. 1, doi. 10.3389/fendo.2025.1593068

By:

Yan, Dapeng;
Li, Xiaohan;
Wang, Yifan;
Cai, Zhikuang

Publication type:

Article

A Hybrid Deep Learning Algorithm Based Prediction Model for Sustainable Healthcare System.

Published in:

Journal of Automation, Mobile Robotics & Intelligent Systems, 2025, v. 19, n. 2, p. 89, doi. 10.14313/jamris-2025-019

By:

Tharageswari, K;
Mohana Sundaram, N;
Santhosh, R

Publication type:

Article

PREDICTION OF THE ANTI-CARBONATION PERFORMANCE OF CONCRETE BASED ON RANDOM FOREST - LEAST SQUARES SUPPORT VECTOR MACHINE MODEL.

Published in:

Journal of Environmental Engineering & Landscape Management, 2025, v. 33, n. 2, p. 226, doi. 10.3846/jeelm.2025.23568

By:

M., Sivaraja;
A. N., Swaminathen;
M. S., Kuttimarks;
J., Rajprasad;
M., Sakthivel;
J., Rex

Publication type:

Article

Potential in detection of cereal yellow dwarf virus in cereals through VisNIR spectroscopy.

Published in:

Canadian Journal of Plant Pathology, 2025, v. 47, n. 4, p. 409, doi. 10.1080/07060661.2025.2465996

By:

Al-Shammari, Dhahi;
Birchall, Craig;
Jones, Edward

Publication type:

Article

Modeling the prediction of spontaneous rupture and bleeding in hepatocellular carcinoma via machine learning algorithms.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-06198-0

By:

Chen, Juchao;
Lei, Zicheng;
Duan, Zongcai;
Wen, Zhili

Publication type:

Article

Dynamic feature selection for silicon content prediction in blast furnace using BOSVRRFE.

Published in:

2025

By:

Duan, Junyi

Publication type:

Conference Paper/Materials

Development and external validation of machine learning models for the early prediction of malnutrition in critically ill patients: a prospective observational study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03082-9

By:

Liu, Yi;
Xu, Yehua;
Guo, Lixia;
Chen, Zhongbin;
Xia, Xueqin;
Chen, Feng;
Tang, Li;
Jiang, Hua;
Xie, Caixia

Publication type:

Article

Digital twin for sex-specific identification of class III antiarrhythmic drugs based on in vitro measurements, computer models, and machine learning tools.

Published in:

PLoS Computational Biology, 2025, v. 21, n. 7, p. 1, doi. 10.1371/journal.pcbi.1013154

By:

Bai, Jieyun;
Wang, Weishan;
Zhang, Xiaoshen;
Lu, Hua;
Zhang, Henggui;
Panfilov, Alexander V.;
Zhao, Jichao

Publication type:

Article

Legal Judgment Prediction using Natural Language Processing and Machine Learning Methods: A Systematic Literature Review.

Published in:

SAGE Open, 2025, v. 15, n. 2, p. 1, doi. 10.1177/21582440251329663

By:

Dina, Nasa Zata;
Ravana, Sri Devi;
Idris, Norisma

Publication type:

Article

Identification of Capsicum frutescens Origin Based on Untargeted Metabolomics and Machine Learning.

Published in:

Journal of Chinese Institute of Food Science & Technology / Zhongguo Shipin Xuebao, 2025, v. 25, n. 5, p. 418, doi. 10.16429/j.1009-7848.2025.038

By:

WANG Xiaoyu;
WANG Zhenzhen;
HU Mengya;
DAI Jing;
SHA Ruyi;
MAO Jianwei

Publication type:

Article

A Multi-Context Emotional EEG Dataset for Cross-Context Emotion Decoding.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05349-2

By:

Xu, Xin;
Shen, Xinke;
Chen, Xuyang;
Zhang, Qingzhu;
Wang, Sitian;
Li, Yihan;
Li, Zongsheng;
Zhang, Dan;
Zhang, Mingming;
Liu, Quanying

Publication type:

Article

Identifying presence or absence of grizzly and polar bear cubs from the movements of adult females with machine learning.

Published in:

Movement Ecology, 2025, v. 13, n. 1, p. 1, doi. 10.1186/s40462-025-00577-y

By:

Andersen, Erik M.;
Clapp, Justin G.;
Vinks, Milan A.;
Atwood, Todd C.;
Bjornlie, Daniel D.;
Costello, Cecily M.;
Gustine, David D.;
Haroldson, Mark A.;
Roberts, Lori L.;
Rode, Karyn D.;
van Manen, Frank T.;
Wilson, Ryan R.

Publication type:

Article

考虑变形控制的盾构穿越高铁隧道掘进参数研究.

Published in:

Journal of Railway Science & Engineering, 2025, v. 22, n. 6, p. 2703, doi. 10.19713/j.cnki.43-1423/u.T20250183

By:

费瑞振;
邹洋;
彭立敏;
施成华;
雷明锋;
张继清

Publication type:

Article

深部煤层气地质–工程一体化甜点区预测.

Published in:

Coal Geology & Exploration, 2025, v. 53, n. 6, p. 191, doi. 10.12363/issn.1001-1986.24.11.0727

By:

陈峥嵘;
刘伟;
朱学申;
田永净;
谢昕

Publication type:

Article

Enhancing game outcome prediction in the Chinese basketball league through a machine learning framework based on performance data.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08882-7

By:

Zhong, Yuhua

Publication type:

Article

Enhancing anomaly detection in IoT-driven factories using Logistic Boosting, Random Forest, and SVM: A comparative machine learning approach.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08436-x

By:

Aly, Mohammed;
Behiry, Mohamed H.

Publication type:

Article

Fluorescence Guided Raman Spectroscopy enables the training of robust support vector machines for the detection of tumour marker proteins.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08425-0

By:

Reifenrath, Johannes;
Gardner, Benjamin;
Gigler, Alexander;
Liesche-Starnecker, Friederike;
Eldershaw, Suzy;
Stone, Nick;
Schlegel, Jürgen

Publication type:

Article

Preliminary investigation on predicting postoperative glioma recurrences based on a multiparametric radiomics model.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1592881

By:

Fu, Fang-Xiong;
Li, Guo;
Hong, Lan;
Chen, Wang-Sheng

Publication type:

Article

Construction of an oligometastatic prediction model for nasopharyngeal carcinoma patients based on pathomics features and dynamic multi-swarm particle swarm optimization support vector machine.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1589919

By:

Li, Yunfei;
Zhang, Dongni;
Wang, Yiren;
Hu, Yiheng;
Wen, Zhongjian;
Yang, Cheng;
Zhou, Ping;
Cheng, Wen-Hui

Publication type:

Article

Using ATR‐FTIR spectroscopy and machine learning for forensic hair identification.

Published in:

Journal of Forensic Sciences, 2025, v. 70, n. 4, p. 1537, doi. 10.1111/1556-4029.70062

By:

Fan, Zehua;
Li, Chenyu;
Sun, Qiran;
Luo, Yiwen;
Lin, Hancheng;
Cong, Bin;
Huang, Ping

Publication type:

Article

Machine learning approach for predicting truck drivers' involvement in an injury accident.

Published in:

Sigma: Journal of Engineering & Natural Sciences / Mühendislik ve Fen Bilimleri Dergisi, 2025, v. 43, n. 3, p. 808, doi. 10.14744/sigma.2025.00072

By:

UMAR, Ibrahim Khalil

Publication type:

Article

Remote sensing reveals inter‐ and intraspecific variation in riparian cottonwood (Populus spp) response to drought.

Published in:

Journal of Ecology, 2025, v. 113, n. 7, p. 1760, doi. 10.1111/1365-2745.70061

By:

Seeley, Megan M.;
Wiebe, Benjamin C.;
Gehring, Catherine A.;
Hultine, Kevin R.;
Posch, Bradley C.;
Cooper, Hillary F.;
Schaefer, Elena A.;
Bock, Beatrice M.;
Abraham, Andrew J.;
Moran, Madeline E.;
Keith, Arthur;
Allan, Gerard J.;
Scull, Maya;
Whitham, Thomas G.;
Martin, Roberta M.;
Asner, Gregory P.;
Doughty, Christopher E.

Publication type:

Article

Integrating CT radiomics and clinical features using machine learning to predict post-COVID pulmonary fibrosis.

Published in:

Respiratory Research, 2025, v. 26, n. 1, p. 1, doi. 10.1186/s12931-025-03305-7

By:

Zhao, Qianqian;
Li, Yijie;
Zhao, Chunliu;
Dong, Ran;
Tian, Jiaxin;
Zhang, Ze;
Huang, Lin;
Huang, Jingwen;
Yan, Junhai;
Yang, Zhitao;
Ruan, Jiangnan;
Wang, Ping;
Yu, Li;
Qu, Jieming;
Zhou, Min

Publication type:

Article

Development and validation of a risk prediction model for depression in patients with chronic obstructive pulmonary disease.

Published in:

BMC Psychiatry, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12888-025-06913-1

By:

Feng, Tong;
Li, PeiPei;
Duan, Ran;
Jin, Zhi

Publication type:

Article

Development and validation of machine learning classifiers for predicting treatment-needed retinopathy of prematurity.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03057-w

By:

Shoeibi, Nasser;
Abrishami, Majid;
Hosseini, Seyedeh Maryam;
Ansari-Astaneh, Mohammad-Reza;
Farrahi, Razieh;
Gharib, Bahareh;
Neghabi, Fatemeh;
Abrishami, Mojtaba;
Sakhaee, Mehdi;
Motamed Shariati, Mehrdad

Publication type:

Article

Machine-learning-based spatial analysis of the spring states in the southernmost Eurasian permafrost, Hangai Mountains, central Mongolia.

Published in:

Progress in Earth & Planetary Science, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40645-025-00720-8

By:

Ishikawa, Mamoru;
Okazaki, Azumi;
Dashtseren, Avirmed;
Temuujin, Khurelbaatar;
Hiyama, Tetsuya

Publication type:

Article

Development and validation of an early predictive model for hemiplegic shoulder pain: a comparative study of logistic regression, support vector machine, and random forest.

Published in:

Frontiers in Neurology, 2025, p. 1, doi. 10.3389/fneur.2025.1612222

By:

Wu, Qiang;
Zhang, Fang;
Fei, Yuchang;
Sima, Zhenfen;
Gong, Shanshan;
Tong, Qifeng;
Jiao, Qingchuan;
Wu, Hao;
Gong, Jianqiu

Publication type:

Article

Predicting task performance in robot-assisted surgery using physiological stress and subjective workload: a case study with interpretable machine learning.

Published in:

Frontiers in Human Neuroscience, 2025, p. 1, doi. 10.3389/fnhum.2025.1611524

By:

Wei, Kaiqi;
Kimura, Chika;
Shimura, Megumi;
Shimomura, Yoshihiro;
Zhao, Xue;
Tamura, Takaaki;
Sakamoto, Shinichi

Publication type:

Article

Hubungan Pola Makan dengan Obesitas Disatuan Kesehatan Markas Besar TNI AL Cilangkap Jakarta Timur dan Tinjauannya Menurut Pandangan Islam.

Published in:

Jurnal Sosial dan Sains (SOSAINS), 2025, v. 5, n. 6, p. 1653, doi. 10.59188/jurnalsosains.v5i6.32254

By:

Ghaniyuwana, Bakita

Publication type:

Article

面向智能变电站保护的 FMM 测试及改进 SVM 校验诊断技术.

Published in:

Electric Power, 2025, v. 58, n. 6, p. 76, doi. 10.11930/j.issn.1004-9649.202408049

By:

吕鹏飞;
裘愉涛;
金盛;
王志华

Publication type:

Article

Risk Level Identification of Train Dispatch Safety Based on CGAN-KPCA-BO-LSSVM.

Published in:

IAENG International Journal of Applied Mathematics, 2025, v. 55, n. 7, p. 2233

By:

Hao Peng;
Xuelei Meng;
Siyu Cao;
Doudou Wang;
Tianshu Qi

Publication type:

Article

Creep Fracture Life Prediction of 9%Cr Heat‐Resistant Steel Based on the Back‐Propagation Artificial Neural Network Considering Microstructure Characteristics.

Published in:

Steel Research International, 2025, v. 96, n. 7, p. 1, doi. 10.1002/srin.202400275

By:

Zhao, Liwei;
Shen, Junjie;
Li, Bo;
Xue, Ziyu;
Shao, Yuqing;
Ren, He

Publication type:

Article

An Efficient Classification Technique of Acute Lymphoblastic Leukemia Cells.

Published in:

Engineering Letters, 2025, v. 33, n. 7, p. 2428

By:

Farag, Hadeel;
Semary, Noura A.;
Amin, Khalid M.;
Fadl, Sondos

Publication type:

Article

Redefining diagnostic lesional status in temporal lobe epilepsy with artificial intelligence.

Published in:

Brain: A Journal of Neurology, 2025, v. 148, n. 6, p. 2189, doi. 10.1093/brain/awaf020

By:

Gleichgerrcht, Ezequiel;
Kaestner, Erik;
Hassanzadeh, Reihaneh;
Roth, Rebecca W;
Parashos, Alexandra;
Davis, Kathryn A;
Bagić, Anto;
Keller, Simon S;
Rüber, Theodor;
Stoub, Travis;
Pardoe, Heath R;
Dugan, Patricia;
Drane, Daniel L;
Abrol, Anees;
Calhoun, Vince;
Kuzniecky, Ruben I;
McDonald, Carrie R;
Bonilha, Leonardo

Publication type:

Article