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

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

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

Predicting the Event Types in the Human Brain: A Modeling Study Based on Embedding Vectors and Large-Scale Situation Type Datasets in Mandarin Chinese.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 5916, doi. 10.3390/app15115916

By:

Ma, Xiaorui;
Liu, Hongchao

Publication type:

Article

Explainable Two-Layer Mode Machine Learning Method for Hyperspectral Image Classification.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 5859, doi. 10.3390/app15115859

By:

Chen, Wenjia;
Cheng, Junwei;
Yang, Song;
Sun, Li

Publication type:

Article

Journal of Chongqing University of Posts & Telecommunications (Natural Science Edition) / Chongqing Youdian Daxue Xuebao (Ziran Kexue Ban), 2025, v. 37, n. 3, p. 346, doi. 10.3979/j.issn.1673-825X.202405160123

By:

李强;
彭依浪;
宋衍昭

Publication type:

Article

Total Dissipated Energy Prediction for Flexure-Dominated Reinforced Concrete Columns via Extreme Gradient Boosting.

Published in:

Afyon Kocatepe University Journal of Science & Engineering / Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi, 2025, v. 25, n. 3, p. 604, doi. 10.35414/akufemubid.1541763

By:

MÜDERRİSOĞLU, Ziya

Publication type:

Article

Optimized fuzzy control energy management strategy for hybrid tractors considering working conditions adaptation.

Published in:

Journal of Mechanical Science & Technology, 2025, v. 39, n. 6, p. 3443, doi. 10.1007/s12206-025-0537-2

By:

Yin, Bifeng;
Yun, Long;
Xie, Xuan;
Wang, Jian;
Huang, Youlin

Publication type:

Article

Forecasting Hospitalization for Adult Asthma Patients in Emergency Departments Based on Multiple Environmental and Clinical Factors.

Published in:

Journal of Asthma & Allergy, 2025, v. 18, p. 861, doi. 10.2147/JAA.S512405

By:

Xi, Hanxu;
Zhang, Yudi;
Zuo, Rui;
Li, Wei;
Zhang, Chen;
Sun, Yongchang;
Ji, Hong;
He, Zhiqiang;
Chang, Chun

Publication type:

Article

Acoustic Emission‐Based Damage Pattern Identification and Residual Strength Prediction of Glass‐Fiber Reinforced Polymers.

Published in:

Fatigue & Fracture of Engineering Materials & Structures, 2025, v. 48, n. 6, p. 2427, doi. 10.1111/ffe.14613

By:

Xu, Xiheng;
Bi, Xinyu;
Li, Zhuohan;
You, Yiliang

Publication type:

Article

Assessment of Landslide Susceptibility using Geospatial Techniques: A Comparative Evaluation of Machine Learning and Statistical Models.

Published in:

Geological Journal, 2025, v. 60, n. 5, p. 1129, doi. 10.1002/gj.5080

By:

Raut, Subrata;
Dutta, Dipanwita;
Bera, Debarati;
Samanta, Rajeeb

Publication type:

Article

Development and validation of a machine-learning model for the risk of potentially inappropriate medications in elderly stroke patients.

Published in:

Frontiers in Pharmacology, 2025, p. 1, doi. 10.3389/fphar.2025.1565420

By:

Yang, Xiaodan;
Ye, Qianqian;
Zhang, Mengxiang;
Xu, Yuewei;
Yang, Manqin

Publication type:

Article

Subregion-based radiomics analysis for predicting the histological grade of clear cell renal cell carcinoma.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1554830

By:

Lv, Xue;
Dai, Xiao-Mao;
Zhou, Dai-Quan;
Yu, Na;
Hong, Yu-Qin;
Liu, Qiao

Publication type:

Article

Development of a four autophagy-related gene signature for active tuberculosis diagnosis.

Published in:

Frontiers in Cellular & Infection Microbiology, 2025, p. 1, doi. 10.3389/fcimb.2025.1600348

By:

Ren, Baoyan;
Jia, Feng;
Fang, Qixun;
Xu, Jingping;
Lin, Kangfeng;
Huang, Renhui;
Liu, Zhenqiong;
Xing, Xingan

Publication type:

Article

Margin weighted robust discriminant score for feature selection in imbalanced gene expression classification.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0325147

By:

Gul, Sheema;
Muhammad Khan, Dost;
Aldahmani, Saeed;
Khan, Zardad

Publication type:

Article

Public Sentiment on Awareness of Climate Change Based on Support Vector Machine.

Published in:

Pertanika Journal of Science & Technology, 2025, v. 33, p. 97, doi. 10.47836/pjst.33.S3.07

By:

Sabri, Norlina Mohd;
Ismail, Izzatul Syahirah;
Nik Daud, Nik Marsyahariani;
Abu Bakar, Nor Azila Awang

Publication type:

Article

Coupled SWAT, Stationary Wavelet Transform, and Interpretable Machine Learning to Improve Watershed Streamflow Simulation.

Published in:

Water Resources Management, 2025, v. 39, n. 7, p. 3483, doi. 10.1007/s11269-025-04117-6

By:

Ren, Chengqing;
Chang, Jianxia;
Wang, Xuebin;
Niu, Chen;
Wang, Liyuan;
Zhang, Junhao

Publication type:

Article

Advanced Framework for Predicting Rainfall-Runoff: Comparative Evaluation of AI Models for Enhanced Forecasting Accuracy.

Published in:

Water Resources Management, 2025, v. 39, n. 7, p. 3273, doi. 10.1007/s11269-025-04106-9

By:

Sanikhani, Hadi;
Nikpour, Mohammad Reza;
Jamshidi, Fatemeh

Publication type:

Article