Support Vector Machines Svm | List of Frontiers open access articles

Original Research

Published on 15 Jan 2019

FLOating-Window Projective Separator (FloWPS): A Data Trimming Tool for Support Vector Machines (SVM) to Improve Robustness of the Classifier

in Computational Genomics

Victor Tkachev
Maxim Sorokin
Artem Mescheryakov
Alexander Simonov
Andrew Garazha
Anton Buzdin
Ilya Muchnik
Nicolas Borisov

Frontiers in Genetics

doi 10.3389/fgene.2018.00717

5,012 views
27 citations

Original Research

Published on 10 Jan 2012

Derivation of a Novel Efficient Supervised Learning Algorithm from Cortical-Subcortical Loops

Ashok Chandrashekar
Richard Granger

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2011.00050

10,232 views
8 citations

Mini Review

Published on 06 Apr 2022

Mineral Leaching Modeling Through Machine Learning Algorithms − A Review

in Economic Geology

Manuel Saldaña
Purísima Neira
Sandra Gallegos
Eleazar Salinas-Rodríguez
Ignacio Pérez-Rey
Norman Toro

Frontiers in Earth Science

doi 10.3389/feart.2022.816751

10,889 views
18 citations

Original Research

Published on 12 Jun 2019

Comparative Exploratory Analysis of Intrinsically Disordered Protein Dynamics Using Machine Learning and Network Analytic Methods

in Biological Modeling and Simulation

Gianmarc Grazioli
Rachel W. Martin
Carter T. Butts

Frontiers in Molecular Biosciences

doi 10.3389/fmolb.2019.00042

7,690 views
31 citations

Original Research

Published on 24 May 2018

A Novel Circulating miRNA-Based Model Predicts the Response to Tripterysium Glycosides Tablets: Moving Toward Model-Based Precision Medicine in Rheumatoid Arthritis

in Ethnopharmacology

Yanqiong Zhang
Hailong Wang
Xia Mao
Qiuyan Guo
Weijie Li
Xiaoyue Wang
Guangyao Li
Quan Jiang
Na Lin

Frontiers in Pharmacology

doi 10.3389/fphar.2018.00378

5,137 views
17 citations

Original Research

Published on 06 Jan 2023

Assessment of earthquake-triggered landslide susceptibility considering coseismic ground deformation

in Geohazards and Georisks

Yu Zhao
Zeng Huang
Zhenlei Wei
Jun Zheng
Kazuo Konagai

Frontiers in Earth Science

doi 10.3389/feart.2022.993975

2,857 views
7 citations

Original Research

Published on 12 Dec 2023

An enhanced diabetes prediction amidst COVID-19 using ensemble models

in Clinical Diabetes

Deepak Thakur
Tanya Gera
Vivek Bhardwaj
Ahmad Ali AlZubi
Farman Ali
Jaiteg Singh

Frontiers in Public Health

doi 10.3389/fpubh.2023.1331517

3,340 views
4 citations

Original Research

Published on 07 Feb 2023

Cultivars identification of oat (Avena sativa L.) seed via multispectral imaging analysis

in Crop and Product Physiology

Xiuzhen Fu
Mengjie Bai
Yawen Xu
Tao Wang
Zhenning Hui
Xiaowen Hu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1113535

5,152 views
10 citations

Original Research

Published on 13 Mar 2025

Detecting muscle fatigue during lower limb isometric contractions tasks: a machine learning approach

in Exercise Physiology

Jiaqi Sun
Cheng Zhang
Guangda Liu
Wenjie Cui
Yubing Sun
Chunyan Zhang

Frontiers in Physiology

doi 10.3389/fphys.2025.1547257

6,616 views
2 citations

Original Research

Published on 28 Mar 2025

Leveraging large language models for automated detection of velopharyngeal dysfunction in patients with cleft palate

in Connected Health

Myranda Uselton Shirk
Catherine Dang
Jaewoo Cho
Hanlin Chen
Lily Hofstetter
Jack Bijur
Claiborne Lucas
Andrew James
Ricardo-Torres Guzman
Andrea Hiller

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1552746

3,180 views
8 citations

Systematic Review

Published on 10 Sep 2025

A systematic review of the hybrid machine learning models for brain tumour segmentation and detection in medical images

in Medicine and Public Health

Ndivhuwo Netshamutshedzi
Rendani Netshikweta
Jean-Claude Ndogmo
Ibidun Christiana Obagbuwa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1615550

3,338 views

Original Research

Published on 22 Jan 2026

Translational impact of machine learning-driven predictive modeling with pathway-based plasma metabolomic biomarkers for lung cancer detection

in Thoracic Oncology

Eyad Himdiat
Jean-François Haince
Rashid A. Bux
Guoyu Huang
Paramjit S. Tappia
Bram Ramjiawan
Maria Vaida

Frontiers in Oncology

doi 10.3389/fonc.2025.1718863

746 views

Original Research

Published on 29 May 2018

EEG-Based Detection of Braking Intention Under Different Car Driving Conditions

Luis G. Hernández
Oscar Martinez Mozos
José M. Ferrández
Javier M. Antelis

Frontiers in Neuroinformatics

doi 10.3389/fninf.2018.00029

14,503 views
70 citations

Original Research

Published on 25 Jul 2018

On-The-Go Hyperspectral Imaging Under Field Conditions and Machine Learning for the Classification of Grapevine Varieties

in Plant Systems and Synthetic Biology

Salvador Gutiérrez
Juan Fernández-Novales
Maria P. Diago
Javier Tardaguila

Frontiers in Plant Science

doi 10.3389/fpls.2018.01102

8,605 views
77 citations

Original Research

Published on 12 Feb 2021

The Connectivity Fingerprints of Highly-Skilled and Disordered Reading Persist Across Cognitive Domains

Chris McNorgan

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.590093

9,145 views
11 citations

Original Research

Published on 09 Dec 2022

Using apple watch ECG data for heart rate variability monitoring and stress prediction: A pilot study

in Health Informatics

Pedro Elkind Velmovitsky
Paulo Alencar
Scott T. Leatherdale
Donald Cowan
Plinio Pelegrini Morita

Frontiers in Digital Health

doi 10.3389/fdgth.2022.1058826

23,541 views
30 citations

Articles

FLOating-Window Projective Separator (FloWPS): A Data Trimming Tool for Support Vector Machines (SVM) to Improve Robustness of the Classifier

Derivation of a Novel Efficient Supervised Learning Algorithm from Cortical-Subcortical Loops

Mineral Leaching Modeling Through Machine Learning Algorithms − A Review

Comparative Exploratory Analysis of Intrinsically Disordered Protein Dynamics Using Machine Learning and Network Analytic Methods

A Novel Circulating miRNA-Based Model Predicts the Response to Tripterysium Glycosides Tablets: Moving Toward Model-Based Precision Medicine in Rheumatoid Arthritis

Assessment of earthquake-triggered landslide susceptibility considering coseismic ground deformation

An enhanced diabetes prediction amidst COVID-19 using ensemble models

Cultivars identification of oat (Avena sativa L.) seed via multispectral imaging analysis

Detecting muscle fatigue during lower limb isometric contractions tasks: a machine learning approach

Leveraging large language models for automated detection of velopharyngeal dysfunction in patients with cleft palate

A systematic review of the hybrid machine learning models for brain tumour segmentation and detection in medical images

Translational impact of machine learning-driven predictive modeling with pathway-based plasma metabolomic biomarkers for lung cancer detection

EEG-Based Detection of Braking Intention Under Different Car Driving Conditions

On-The-Go Hyperspectral Imaging Under Field Conditions and Machine Learning for the Classification of Grapevine Varieties

The Connectivity Fingerprints of Highly-Skilled and Disordered Reading Persist Across Cognitive Domains

Using apple watch ECG data for heart rate variability monitoring and stress prediction: A pilot study