Works matching DE "SUPPORT vector machines"

Results: 5000

Bi-modal ultrasound radiomics and habitat analysis enhanced the pre-operative prediction of axillary lymph node burden in patients with early-stage breast cancer.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1607442

By:

Xu, Jing;
Qi, Pan;
Ou, Xiaoyan;
Zhong, Qiaoxin;
Chen, Zhen-Wen;
Wang, Yin;
Yi, Aijiao;
Wang, Bin

Publication type:

Article

Predicting incident cardio-metabolic disease among persons with and without depressive and anxiety disorders: a machine learning approach.

Published in:

Social Psychiatry & Psychiatric Epidemiology, 2025, v. 60, n. 6, p. 1457, doi. 10.1007/s00127-025-02857-9

By:

Rydin, Arja O.;
Aalbers, George;
van Eeden, Wessel A.;
Lamers, Femke;
Milaneschi, Yuri;
Penninx, Brenda W. J. H.

Publication type:

Article

煤矿掘进机光纤惯导自适应零速修正方法.

Published in:

Coal Science & Technology (0253-2336), 2025, v. 53, n. 5, p. 313, doi. 10.12438/cst.2024-0165

By:

毛清华;
周庆;
柴建权;
陈彦璋;
杨文娟;
薛旭升

Publication type:

Article

Artificial Intelligence in Melanoma Detection: A Review of Current Technologies and Future Directions.

Published in:

International Journal of Intelligent Systems, 2025, v. 2025, p. 1, doi. 10.1155/int/3164952

By:

Alam, Fakhre;
Ullah, Asad;
Shah, Dilawar;
Ali, Shujaat;
Tahir, Muhammad;
Yang, Yingjie

Publication type:

Article

Development and validation of a machine learning model based on multiple kernel for predicting the recurrence risk of Budd-Chiari syndrome.

Published in:

Frontiers in Physiology, 2025, p. 1, doi. 10.3389/fphys.2025.1589469

By:

Xue, Weirong;
Xu, Bing;
Wang, Hui;
Zhu, Xiaoxiao;
Qin, Jiajia;
Zhou, Guangshuang;
Yu, Peilin;
Li, Shengli;
Jin, Yingliang

Publication type:

Article

Reduced order model-augmented neural network for thermal error modeling in machine tool spindle system.

Published in:

International Journal of Advanced Manufacturing Technology, 2025, v. 138, n. 9, p. 4293, doi. 10.1007/s00170-025-15758-7

By:

Tan, Feng;
Chen, Hongxu;
Peng, Ji;
Deng, Congying

Publication type:

Article

Short-term power load forecasting based on SKDR hybrid model.

Published in:

Electrical Engineering, 2025, v. 107, n. 5, p. 5769, doi. 10.1007/s00202-024-02821-x

By:

Yuan, Yongliang;
Yang, Qingkang;
Ren, Jianji;
Mu, Xiaokai;
Wang, Zhenxi;
Shen, Qianlong;
Li, Yanan

Publication type:

Article

THE SOCIOLOGICAL AND HEALTHCARE INTERVENTIONS FOR EXERCISE ADDICTION USING GENERATIVE ARTIFICIAL INTELLIGENCE.

Published in:

Journal of Mechanics in Medicine & Biology, 2025, v. 25, n. 5, p. 1, doi. 10.1142/S0219519425400354

By:

XIE, QINGYUAN;
LIPOWSKI, MARIUSZ;
LIU, TAOFENG

Publication type:

Article

DEVELOPING THE MUSIC THERAPY REGULATION SYSTEM BASED ON FUZZY THEORY AND SUPPORT VECTOR MACHINE.

Published in:

Journal of Mechanics in Medicine & Biology, 2025, v. 25, n. 5, p. 1, doi. 10.1142/S0219519425400329

By:

HAN, JING

Publication type:

Article

Ensemble Learning for Diabetes Classification Using Voting Classifier on CDC Health Indicators Dataset.

Published in:

Cyprus Journal of Medical Sciences, 2025, v. 10, p. 1, doi. 10.4274/cjms.2025.2024-126

By:

Arman, Bardia;
Jazayeri, Kian;
Celebi, Erbug;
Alpan, Kezban;
Dimililer, Kamil

Publication type:

Article

Early Prediction of Mortality due to Carbapenem-Resistant Gram-Negative Bacterial Infection in Intensive Care Units Using Machine Learning.

Published in:

Cyprus Journal of Medical Sciences, 2025, v. 10, p. 1, doi. 10.4274/cjms.2024.2024-119

By:

Baddal, Buket;
Bağkur, Cemile;
Arman, Bardia

Publication type:

Article

Personalised Consumer Engagement: Leveraging AI, Big Data, and Business Analytics.

Published in:

Advances in Consumer Research, 2025, v. 2, n. 3, p. 380

By:

Bhattacharya, Chaitali;
S., Nazim Sha;
Singh, Hardeep;
Deepak;
Ray, Abhra Pratip

Publication type:

Article

Neuromarketing and Consumer Financial Decision-Making: A Data-Driven Approach.

Published in:

Advances in Consumer Research, 2025, v. 2, n. 3, p. 191

By:

P., Padmanaaban;
Bhattacharya, Chaitali;
Babladi, Renuka;
kulshrestha, Nitin;
Ray, Abhra Pratip;
Garg, Akansh

Publication type:

Article

Machine Learning for Financial Risk Prediction: Transforming Banking and FinTech Ecosystems.

Published in:

Advances in Consumer Research, 2025, v. 2, n. 3, p. 997

By:

Hymavathi, Ch.;
Bathini, Hari Babu;
Katragadda, Raghuveer;
Shiraz, Mohammad;
Subramanian, N.

Publication type:

Article

基于BKA-CNN-SVM模型的岩爆烈度预测.

Published in:

Chinese Journal of High Pressure Physics, 2025, v. 39, n. 5, p. 1, doi. 10.11858/gywlxb.20240880

By:

慕慧文;
周宗红;
郑发萍;
刘剑;
曾顺洪;
段勇

Publication type:

Article

Machine Learning-Based Classification of Shoulder Implant X-Rays for Manufacturer Identification.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 110

By:

Hasanoddin, Sayyed;
Shiva, Bilavath;
Gagan, Bashaboyina Sai;
Pallavi, Vugge;
Sai Kiran, Macharla

Publication type:

Article

Bio-ORACLE: computational support for (bio)ethical decision-making in palliative care.

Published in:

Scire Salutis, 2024, v. 14, n. 2, p. 98, doi. 10.6008/CBPC2236-9600.2024.002.0010

By:

Alcantara, Fabiola;
Silva, Eugenio;
de Oliveira Lemos dos Santos, Roberta Nascimento;
Talita Leite, Talita Leite;
Frauches Carvalho, Daniela Ferraz;
de Souza Furtado, Carolina;
Siqueira-Batista, Rodrigo

Publication type:

Article

Lung Functions and Self-Reported Physical Activity Level for the Classification of Physical Frailty in Older Adults Using a Machine Learning Approach.

Published in:

Malaysian Journal of Medicine & Health Sciences, 2025, v. 21, p. 108, doi. 10.47836/mjmhs.21.s2.16

By:

Iskandar Amer Bukhorri, Nur Wahidah;
Mahmod, Siti Ruzita;
Mohamad Salim, Maheza Irna;
Ajit Singh, Devinder Kaur

Publication type:

Article

Classification of Electroencephalography Motor Execution Signals Using a Hybrid Neural Network Based on Instantaneous Frequency and Amplitude Obtained via Empirical Wavelet Transform.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3284, doi. 10.3390/s25113284

By:

Zych, Patryk;
Filipek, Kacper;
Mrozek-Czajkowska, Agata;
Kuwałek, Piotr

Publication type:

Article

AI-Based Predictive Models for Cardiogenic Shock in STEMI: Real-World Data for Early Risk Assessment and Prognostic Insights.

Published in:

Journal of Clinical Medicine, 2025, v. 14, n. 11, p. 3698, doi. 10.3390/jcm14113698

By:

Stamate, Elena;
Culea-Florescu, Anisia-Luiza;
Miron, Mihaela;
Piraianu, Alin-Ionut;
Dumitrascu, Adrian George;
Fulga, Iuliu;
Fulga, Ana;
Patrascanu, Octavian Stefan;
Iancu, Doriana;
Ciobotaru, Octavian Catalin;
Ciobotaru, Oana Roxana

Publication type:

Article

Application of Machine Learning Models for the Early Detection of Metritis in Dairy Cows Based on Physiological, Behavioural and Milk Quality Indicators.

Published in:

Animals (2076-2615), 2025, v. 15, n. 11, p. 1674, doi. 10.3390/ani15111674

By:

Džermeikaitė, Karina;
Krištolaitytė, Justina;
Antanaitis, Ramūnas

Publication type:

Article

Feature Selection for Stock Movement Direction Prediction Using Sparse Support Vector Machine.

Published in:

Applied Stochastic Models in Business & Industry, 2025, v. 41, n. 3, p. 1, doi. 10.1002/asmb.70011

By:

Miao, Maoxuan;
Wu, Jinran;
Cai, Fengjing;
Fu, Liya;
Zheng, Shurong;
Wang, You‐Gan

Publication type:

Article

A novel spectral transformation technique based on special functions for improved chest X-ray image classification.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0325058

By:

Aljohani, Abeer

Publication type:

Article

Developing a Model to Predict the Effectiveness of Vaccination on Mortality Caused by COVID-19.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1816, doi. 10.3390/math13111816

By:

Niksirat, Malihe;
Tayyebi, Javad;
Javadi, Seyedeh Fatemeh;
Deaconu, Adrian Marius

Publication type:

Article

Research on Model Prediction of Remaining Service Life of Lithium-Ion Batteries Based on Chaotic Time Series.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2280, doi. 10.3390/electronics14112280

By:

Zhang, Tongrui;
Sun, Hao

Publication type:

Article

Support Vector Machines with Hyperparameter Optimization Frameworks for Classifying Mobile Phone Prices in Multi-Class.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2173, doi. 10.3390/electronics14112173

By:

Chang, You-Jeng;
Lin, Ying-Lei;
Pai, Ping-Feng

Publication type:

Article

Effective Identification of Variety and Origin of Chenpi Using Hyperspectral Imaging Assisted with Chemometric Models.

Published in:

Foods, 2025, v. 14, n. 11, p. 1979, doi. 10.3390/foods14111979

By:

Liu, Hangxiu;
Wang, Youyou;
Wang, Yiheng;
Wang, Jingyi;
Hu, Hanqing;
Zhong, Xinyi;
Yuan, Qingjun;
Yang, Jian

Publication type:

Article

Feature selection via mixed-integer program and supervised infinite feature selection method.

Published in:

Journal of Mathematical Modeling (JMM), 2025, v. 13, n. 2, p. 341, doi. 10.22124/jmm.2024.28684.2557

By:

Noroozi, Mohammad;
Salahi, Maziar;
Eskandari, Sadegh

Publication type:

Article

Applicability of machine learning models for drought prediction using SPI in Kalahandi, Odisha.

Published in:

Journal of Agrometeorology, 2025, v. 27, n. 2, p. 216, doi. 10.54386/jam.v27i2.2906

By:

PRASAD, AMIT;
SINGH, R. K.;
RAMANA RAO, K. V.;
SAXENA, C. K.

Publication type:

Article

18F-FDG PET/CT Radiomics for Predicting Therapy Response in Primary Mediastinal B-Cell Lymphoma: A Bi-Centric Pilot Study.

Published in:

Cancers, 2025, v. 17, n. 11, p. 1827, doi. 10.3390/cancers17111827

By:

Esposito, Fabiana;
Manco, Luigi;
Urso, Luca;
Adamantiadis, Sara;
Scribano, Giovanni;
De Marchi, Lucrezia;
Venditti, Adriano;
Postorino, Massimiliano;
Urbano, Nicoletta;
Gafà, Roberta;
Cuneo, Antonio;
Chiaravalloti, Agostino;
Bartolomei, Mirco;
Filippi, Luca

Publication type:

Article

Baseline Radiomics as a Prognostic Tool for Clinical Benefit from Immune Checkpoint Inhibition in Inoperable NSCLC Without Activating Mutations.

Published in:

Cancers, 2025, v. 17, n. 11, p. 1790, doi. 10.3390/cancers17111790

By:

Moiseenko, Fedor;
Radulovic, Marko;
Tsvetkova, Nadezhda;
Chernobrivceva, Vera;
Gabina, Albina;
Oganesian, Any;
Makarkina, Maria;
Elsakova, Ekaterina;
Krasavina, Maria;
Barsova, Daria;
Artemeva, Elizaveta;
Khenshtein, Valeria;
Levchenko, Natalia;
Chubenko, Viacheslav;
Egorenkov, Vitaliy;
Volkov, Nikita;
Bogdanov, Alexei;
Moiseyenko, Vladimir

Publication type:

Article

Variational Autoencoder Based Anomaly Detection in Large-Scale Energy Storage Power Stations.

Published in:

Energies (19961073), 2025, v. 18, n. 11, p. 2770, doi. 10.3390/en18112770

By:

Ji, Tuo;
Xu, Pinghu;
Guo, Dongliang;
Sun, Lei;
Ma, Kangji;
Wang, Yanan;
Han, Xuebing

Publication type:

Article

Defect Recognition in Composite Materials Using Terahertz Spectral Imaging with ResNet18-SVM Approach.

Published in:

Materials (1996-1944), 2025, v. 18, n. 11, p. 2444, doi. 10.3390/ma18112444

By:

Wang, Zhongmin;
Chen, Jiaojie;
Xin, Yilong;
Guo, Yongbin;
Li, Yizhang;
Sun, Huanyu;
Yang, Xiuwei

Publication type:

Article

Detection of DRFM Deception Jamming Based on Diagonal Integral Bispectrum.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1957, doi. 10.3390/rs17111957

By:

Sun, Dianxing;
Li, Ao;
Ding, Hao;
Wei, Jifeng

Publication type:

Article

In-Season Potato Nitrogen Prediction Using Multispectral Drone Data and Machine Learning.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1860, doi. 10.3390/rs17111860

By:

Chatraei Azizabadi, Ehsan;
El-Shetehy, Mohamed;
Cheng, Xiaodong;
Youssef, Ali;
Badreldin, Nasem

Publication type:

Article

Total Precipitable Water Retrieval from FY-3D MWHS-II Data.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1850, doi. 10.3390/rs17111850

By:

Zhang, Yifan;
Jiang, Geng-Ming

Publication type:

Article

Estimation of Tree Canopy Closure Based on U-Net Image Segmentation and Machine Learning Algorithms.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1828, doi. 10.3390/rs17111828

By:

Zhou, Yuefei;
Wang, Jinghan;
Song, Zengjing;
Zhou, Miaohang;
Lv, Mengnan;
Han, Xujun

Publication type:

Article

Diagnostic accuracy of machine learning-based magnetic resonance imaging models in breast cancer classification: a systematic review and meta-analysis.

Published in:

World Journal of Surgical Oncology, 2025, v. 23, n. 1, p. 1, doi. 10.1186/s12957-025-03874-3

By:

Zhang, Jupeng;
Wu, Qi;
Lei, Peng;
Zhu, Xiqi;
Li, Baosheng

Publication type:

Article

iDNS3IP: Identification and Characterization of HCV NS3 Protease Inhibitory Peptides.

Published in:

International Journal of Molecular Sciences, 2025, v. 26, n. 11, p. 5356, doi. 10.3390/ijms26115356

By:

Kao, Hui-Ju;
Weng, Tzu-Hsiang;
Chen, Chia-Hung;
Yu, Chen-Lin;
Chen, Yu-Chi;
Huang, Chen-Chen;
Huang, Kai-Yao;
Weng, Shun-Long

Publication type:

Article

Prediction of Thermal and Optical Properties of Oxyfluoride Glasses Based on Interpretable Machine Learning.

Published in:

Nanomaterials (2079-4991), 2025, v. 15, n. 11, p. 860, doi. 10.3390/nano15110860

By:

Xie, Yuhao;
Wang, Xiangfu

Publication type:

Article

Explainable Machine Learning in the Prediction of Depression.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 11, p. 1412, doi. 10.3390/diagnostics15111412

By:

Mimikou, Christina;
Kokkotis, Christos;
Tsiptsios, Dimitrios;
Tsamakis, Konstantinos;
Savvidou, Stella;
Modig, Lillian;
Christidi, Foteini;
Kaltsatou, Antonia;
Doskas, Triantafyllos;
Mueller, Christoph;
Serdari, Aspasia;
Anagnostopoulos, Kostas;
Tripsianis, Gregory

Publication type:

Article

Machine Learning-Based Identification of Phonological Biomarkers for Speech Sound Disorders in Saudi Arabic-Speaking Children.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 11, p. 1401, doi. 10.3390/diagnostics15111401

By:

Turki, Deema F.;
Turki, Ahmad F.

Publication type:

Article

Predicting Cognitive Decline in Motoric Cognitive Risk Syndrome Using Machine Learning Approaches.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 11, p. 1338, doi. 10.3390/diagnostics15111338

By:

Shaw, Jin-Siang;
Xu, Ming-Xuan;
Cheng, Fang-Yu;
Chen, Pei-Hao

Publication type:

Article

Machine Learning-Based Cost Estimation Models for Office Buildings.

Published in:

Buildings (2075-5309), 2025, v. 15, n. 11, p. 1802, doi. 10.3390/buildings15111802

By:

Chen, Guolong;
Zheng, Simin;
He, Xiaorui;
Liang, Xian;
Liao, Xiaohui

Publication type:

Article

Machine Learning-Driven Acoustic Feature Classification and Pronunciation Assessment for Mandarin Learners.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6335, doi. 10.3390/app15116335

By:

Arkin, Gulnur;
Abdukelim, Tangnur;
Yilahun, Hankiz;
Hamdulla, Askar

Publication type:

Article

Dynamic Handwriting Features for Cognitive Assessment in Inflammatory Demyelinating Diseases: A Machine Learning Study.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6257, doi. 10.3390/app15116257

By:

Yang, Jiali;
Yuan, Chaowei;
Chai, Yiqiao;
Song, Yukun;
Zhang, Shuning;
Li, Junhui;
Lan, Mingying;
Gao, Li

Publication type:

Article

Advancing Image Spam Detection: Evaluating Machine Learning Models Through Comparative Analysis.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6158, doi. 10.3390/app15116158

By:

Jamil, Mahnoor;
Mihajloska Trpcheska, Hristina;
Popovska-Mitrovikj, Aleksandra;
Dimitrova, Vesna;
Creutzburg, Reiner

Publication type:

Article

Miniaturized Near-Infrared Analyzer for Quantitative Detection of Trace Water in Ethylene Glycol.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6023, doi. 10.3390/app15116023

By:

Luo, Qunling;
Guo, Zhiqiang;
Lin, Danping;
Chang, Boxue;
Ruan, Yinlan

Publication type:

Article

Advancing Fractal Dimension Techniques to Enhance Motor Imagery Tasks Using EEG for Brain–Computer Interface Applications.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6021, doi. 10.3390/app15116021

By:

Mohamed, Amr F.;
Jusas, Vacius

Publication type:

Article

Using Hybrid Feature and Classifier Fusion for an Asynchronous Brain–Computer Interface Framework Based on Steady-State Motion Visual Evoked Potentials.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6010, doi. 10.3390/app15116010

By:

Hu, Bo;
Xie, Jun;
Zhang, Huanqing;
Liu, Junjie;
Wang, Hu

Publication type:

Article