Works matching DE "SUPPORT vector machines"

Results: 5000

Predicting 28-day all-cause unplanned hospital re-admission of patients with alcohol use disorders: a machine learning approach Open Access.

Published in:

Alcohol & Alcoholism, 2025, v. 60, n. 4, p. 1, doi. 10.1093/alcalc/agaf036

By:

Zhang, Jingxiang;
Qian, Siyu;
Su, Guoxin;
Deng, Chao;
Reid, David;
Sinclair, Barbara;
Yu, Ping

Publication type:

Article

Comparative Analysis of Supervised Machine Learning Algorithms for Forest Habitat Mapping in Cyprus.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6021, doi. 10.3390/su17136021

By:

Prodromou, Maria;
Gitas, Ioannis;
Mettas, Christodoulos;
Tzouvaras, Marios;
Danezis, Chris;
Hadjimitsis, Diofantos

Publication type:

Article

Classification of Iranian Wheat Flour by FT-MIR Spectroscopy based on Max-Relevance Min-Redundancy Wavelength Selection Coupled with SVM.

Published in:

Iranian Food Science & Technology Research Journal / Majallah-i Pizhūhishhā-yi ̒Ulūm va Sanāyi̒-i Ghaz̠āyī-i Īrān, 2025, v. 21, n. 3, p. 261, doi. 10.22067/ifstrj.2024.88624.1342

By:

Kazemi, Amir;
Mahmoudi, Asghar;
Fattahi, Seyyed Hossein

Publication type:

Article

An Efficient Sparse Twin Parametric Insensitive Support Vector Regression Model.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2206, doi. 10.3390/math13132206

By:

Qu, Shuanghong;
Guo, Yushan;
De Leone, Renato;
Huang, Min;
Li, Pu

Publication type:

Article

Miniaturized NIRS Coupled with Machine Learning Algorithm for Noninvasively Quantifying Gluten Quality in Wheat Flour.

Published in:

Foods, 2025, v. 14, n. 13, p. 2393, doi. 10.3390/foods14132393

By:

Wang, Yuling;
Zhang, Chen;
Li, Xinhua;
Xing, Longzhu;
Lv, Mengchao;
He, Hongju;
Pan, Leiqing;
Ou, Xingqi

Publication type:

Article

Assessing HMM and SVM for Condition-Based Monitoring and Fault Detection in HEV Electrical Machines.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3513, doi. 10.3390/en18133513

By:

Ginzarly, Riham;
Moubayed, Nazih;
Hoblos, Ghaleb;
Kanj, Hassan;
Alakkoumi, Mouhammad;
Mawas, Alaa

Publication type:

Article

Interpretable Machine Learning for High-Accuracy Reservoir Temperature Prediction in Geothermal Energy Systems.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3366, doi. 10.3390/en18133366

By:

Ahmadi, Mohammadali

Publication type:

Article

Investigation of the Impact of Clinker Grinding Conditions on Energy Consumption and Ball Fineness Parameters Using Statistical and Machine Learning Approaches in a Bond Ball Mill.

Published in:

Materials (1996-1944), 2025, v. 18, n. 13, p. 3110, doi. 10.3390/ma18133110

By:

Kaya, Yahya;
Kobya, Veysel;
Tabansiz-Goc, Gulveren;
Mardani, Naz;
Cavdur, Fatih;
Mardani, Ali

Publication type:

Article

Monitoring and Assessment of Slope Hazards Susceptibility Around Sarez Lake in the Pamir by Integrating Small Baseline Subset InSAR with an Improved SVM Algorithm.

Published in:

Remote Sensing, 2025, v. 17, n. 13, p. 2300, doi. 10.3390/rs17132300

By:

Yu, Yang;
Zhu, Changming;
Gulayozov, Majid;
Li, Junli;
Chen, Bingqian;
Shen, Qian;
Zhou, Hao;
Xiao, Wen;
Niyazov, Jafar;
Gulakhmadov, Aminjon

Publication type:

Article

Enhanced Detection of Permafrost Deformation with Machine Learning and Interferometric SAR Along the Qinghai–Tibet Engineering Corridor.

Published in:

Remote Sensing, 2025, v. 17, n. 13, p. 2231, doi. 10.3390/rs17132231

By:

Fan, Peng;
Lin, Hong;
Zhang, Zhengjia;
Deng, Heming

Publication type:

Article

Comparative Analysis of dNBR, dNDVI, SVM Kernels, and ISODATA for Wildfire-Burned Area Mapping Using Sentinel-2 Imagery.

Published in:

Remote Sensing, 2025, v. 17, n. 13, p. 2196, doi. 10.3390/rs17132196

By:

Lee, Sang-Hoon;
Lee, Myeong-Hwan;
Kang, Tae-Hoon;
Cho, Hyung-Rai;
Yun, Hong-Sik;
Lee, Seung-Jun

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

Machine learning ensemble technique for exploring soil type evolution.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10608-8

By:

Wu, Xiangyuan;
Wu, Kening;
Hao, Shiheng;
Yu, Er;
Zhao, Jinghui;
Li, Yan

Publication type:

Article

Estimation of Cylinder Grasping Contraction Force of Forearm Muscle in Home-Based Rehabilitation Using a Stretch-Sensor Glove.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7534, doi. 10.3390/app15137534

By:

P, Adhe Rahmatullah Sugiharto Suwito;
Ohnishi, Ayumi;
Terada, Tsutomu;
Tsukamoto, Masahiko

Publication type:

Article

A Deep Learning-Driven CAD for Breast Cancer Detection via Thermograms: A Compact Multi-Architecture Feature Strategy.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7181, doi. 10.3390/app15137181

By:

Attallah, Omneya

Publication type:

Article

Machine Learning Modeling of Foam Concrete Performance: Predicting Mechanical Strength and Thermal Conductivity from Material Compositions.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7125, doi. 10.3390/app15137125

By:

Li, Leifa;
Sun, Wangwen;
Ayti, Askar;
Chen, Wangping;
Liu, Zhuangzhuang;
Gómez-Zamorano, Lauren Y.

Publication type:

Article

A Multi-Input Multi-Output Considering Correlation and Hysteresis Prediction Method for Gravity Dam Displacement with Interpretative Functions.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7096, doi. 10.3390/app15137096

By:

Xu, Bo;
Yao, Yuan;
Wang, Xuan;
Sun, Linsong;
Ou, Bin;
Zhang, Yanming

Publication type:

Article

Emotion Recognition from Speech in a Subject-Independent Approach.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 6958, doi. 10.3390/app15136958

By:

Majkowski, Andrzej;
Kołodziej, Marcin

Publication type:

Article

QHF-CS: Quantum-Enhanced Heart Failure Prediction Using Quantum CNN with Optimized Feature Qubit Selection with Cuckoo Search in Skewed Clinical Data.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 2, p. 3857, doi. 10.32604/cmc.2025.065287

By:

Kottapalle, Prasanna;
Tak, Tan Kuan;
Kshirsagar, Pravin Ramdas;
Ginnela, Gopichand;
Krishna Akula, Vijaya

Publication type:

Article

Machine learning-based risk level prediction of landslide dams considering stability, longevity and breach peak flow.

Published in:

Landslides, 2025, v. 22, n. 8, p. 2785, doi. 10.1007/s10346-025-02517-8

By:

Feng, Zhenyu;
Zhang, Jieyuan;
Li, Congjiang;
Liao, Haimei;
Zhou, Jiawen;
Luo, Hongyu

Publication type:

Article

Glacial debris flow hazard assessment and multi-parameter probabilistic model: a case study of Guxiang Gully.

Published in:

Landslides, 2025, v. 22, n. 8, p. 2749, doi. 10.1007/s10346-025-02507-w

By:

Chang, Lili;
Wu, Taixia;
He, Haixia;
Li, Bo;
Zhang, Rui

Publication type:

Article

Some Efficient Stock Price Trend Prediction Based on Multi-category Textual Information and Support Vector Machines.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2025, v. 39, n. 10, p. 1, doi. 10.1142/S0218001425550146

By:

He, Yangsong;
Ge, Yao;
Zhan, Gengyu;
Gu, Yanhong

Publication type:

Article

Cross-Domain Multi-Label Prediction of Metamorphic Relation Patterns Leveraging Multimodal Features.

Published in:

Journal of Electronic Testing, 2025, v. 41, n. 3, p. 339, doi. 10.1007/s10836-025-06179-1

By:

Li, Zhenqiu;
Wu, Tingting;
Chen, Sihui;
Jiang, Mingyue;
Ding, Zuohua;
Dong, Yunwei

Publication type:

Article

A DEEP LEARNING CNN APPROACH WITH UNIFIED FEATURE EXTRACTION FOR BREAST CANCER DETECTION AND CLASSIFICATION.

Published in:

i-Manager's Journal on Image Processing, 2025, v. 12, n. 2, p. 1, doi. 10.26634/jip.12.2.21915

By:

GANDHI, ONGOLE;
S. N., TIRUMALA RAO;
KRISHNA PRASAD, MUNAGA H. M.

Publication type:

Article

AccuLandNet: Enhancing Land Cover Detection with Deep Integrated Learning.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 630, doi. 10.14569/ijacsa.2025.0160662

By:

Guthikonda, Geetha;
Kumaran, M. Senthil

Publication type:

Article

Hybrid PSO-ACO Optimization for Rice Leaf Disease Classification Using Random Forest and Support Vector Machines.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 388, doi. 10.14569/ijacsa.2025.0160638

By:

Kurniawan, Avip;
Soeprobowati, Tri Retnaningsih;
Warsito, Budi

Publication type:

Article

Fine-Tuning OpenAI GPT Chatbot in Western Saudi Dialect: A Case Study of Taibah University.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 324, doi. 10.14569/ijacsa.2025.0160632

By:

Alhujaili, Maimounah;
Abdulrahman, Ruqayya

Publication type:

Article

Metabolite Screening for Heart Disease Using Support Vector Machine-Based AI.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 39, doi. 10.14569/ijacsa.2025.0160606

By:

Boone, Edward L.;
Ghanam, Ryad A.;
Alamri, Faten S.;
Amona, Elizabeth B.

Publication type:

Article

基于 GF-2 遥感影像的三峡水库消落区岸坡分类.

Published in:

Science Technology & Engineering, 2025, v. 25, n. 17, p. 7092, doi. 10.12404/j.issn.1671-1815.2404993

By:

朱振亚;
李红清;
闫峰陵;
王剑;
李志军;
邓志民

Publication type:

Article

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

Comparative assessment of machine learning techniques for fault-induced voltage sag classification.

Published in:

Investigación e Innovación en Ingenierías, 2025, v. 13, n. 1, p. 60, doi. 10.17081/invinno.13.1.7565

By:

Caicedo Navarro, Joaquín;
Rivas Trujillo, Edwin

Publication type:

Article

Implementing brain tumor detection using various machine learning techniques.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3309, doi. 10.11591/ijece.v15i3.pp3309-3318

By:

Puspita, Rani;
Rahayu, Cindy

Publication type:

Article

Morphological features for multi-model rice grain classification.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3212, doi. 10.11591/ijece.v15i3.pp3212-3225

By:

D., Suma;
V. G., Narendra;
M., Raviraja Holla;
M., Darshan Holla

Publication type:

Article

Classification of morphologically similar Indian rice variety using machine learning algorithms.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3202, doi. 10.11591/ijece.v15i3.pp3202-3211

By:

Shadaksharappa, Harini;
Chakrasali, Saritha;
Ningappa, Krishnamurthy Gorappa

Publication type:

Article

Machine learning-based hybrid emotions recognition model using electroencephalogram signals.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3180, doi. 10.11591/ijece.v15i3.pp3180-3190

By:

Kumar, Tarun;
Kumar, Rajendra;
Singh, Ram Chandra

Publication type:

Article

Enhancing cyberbullying detection with advanced text preprocessing and machine learning.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3139, doi. 10.11591/ijece.v15i3.pp3139-3148

By:

Dhumale, Rakesh Bapu;
Dass, Ajay Kumar;
Umbrajkaar, Amit;
Mane, Pradeep

Publication type:

Article

A hybrid adaptive neuro-fuzzy inference system and reptile search algorithm model for wind power forecasting.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 2857, doi. 10.11591/ijece.v15i3.pp2857-2873

By:

Al-Widyan, Mohamad I.;
Abualigah, Laith;
Jaradat, Ghaith M.;
Alsmadi, Mutasem Khalil

Publication type:

Article

A prediction of coconut and coconut leaf disease using MobileNetV2 based classification.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 2834, doi. 10.11591/ijece.v15i3.pp2834-2844

By:

Gopalakrishna, Kavitha Magadi;
Lingaraju, Raviprakash Madenur

Publication type:

Article

Association Between the Glucose-to-Lymphocyte Ratio and 28-Day Mortality in Patients with Mechanical Ventilation.

Published in:

Balkan Medical Journal, 2025, v. 42, n. 4, p. 358, doi. 10.4274/balkanmedj.galenos.2025.2025-2-49

By:

Mengqi Zhang;
Daoxin Wang;
Jing He;
Junnan Peng

Publication type:

Article

Comparison of different machine learning models to enhance sacral acceleration-based estimations of running stride temporal variables and peak vertical ground reaction force.

Published in:

Sports Biomechanics, 2025, v. 24, n. 4, p. 825, doi. 10.1080/14763141.2022.2159870

By:

Patoz, Aurélien;
Lussiana, Thibault;
Breine, Bastiaan;
Gindre, Cyrille;
Malatesta, Davide

Publication type:

Article

A severity classification model of cervical spondylotic radiculopathy symptoms based on MRI radiomics: A retrospective study.

Published in:

PLoS ONE, 2025, v. 19, n. 7, p. 1, doi. 10.1371/journal.pone.0327756

By:

Wang, Xi;
Tao, Qiaoli;
Liu, Huanwen;
Lin, Huangbo;
Zhang, Honglai

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