Linear Support | List of Frontiers open access articles

Methods

Published on 03 Nov 2022

Decoding continuous variables from event-related potential (ERP) data with linear support vector regression using the Decision Decoding Toolbox (DDTBOX)

in Brain Imaging Methods

Stefan Bode
Elektra Schubert
Hinze Hogendoorn
Daniel Feuerriegel

Frontiers in Neuroscience

doi 10.3389/fnins.2022.989589

3,763 views
11 citations

Technology and Code

Published on 10 Jan 2024

BPAGS: a web application for bacteriocin prediction via feature evaluation using alternating decision tree, genetic algorithm, and linear support vector classifier

in Drug Discovery in Bioinformatics

Suraiya Akhter
John H. Miller

Frontiers in Bioinformatics

doi 10.3389/fbinf.2023.1284705

6,267 views
16 citations

Original Research

Published on 17 Jul 2020

Random Subspace Ensemble Learning for Functional Near-Infrared Spectroscopy Brain-Computer Interfaces

in Brain-Computer Interfaces

Jaeyoung Shin

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2020.00236

7,140 views
30 citations

Original Research

Published on 05 Jan 2023

Predictive keywords: Using machine learning to explain document characteristics

in Language and Computation

Aki-Juhani Kyröläinen
Veronika Laippala

Frontiers in Artificial Intelligence

doi 10.3389/frai.2022.975729

6,245 views
5 citations

Original Research

Published on 06 Mar 2019

Support Vector Machine for Analyzing Contributions of Brain Regions During Task-State fMRI

Mengyue Wang
Chunlin Li
Wenjing Zhang
Yonghao Wang
Yuan Feng
Ying Liang
Jing Wei
Xu Zhang
Xia Li
Renji Chen

Frontiers in Neuroinformatics

doi 10.3389/fninf.2019.00010

11,348 views
32 citations

Original Research

Published on 05 May 2017

Computer Screen Use Detection Using Smart Eyeglasses

in Mobile and Ubiquitous Computing

Florian Wahl
Jakob Kasbauer
Oliver Amft

Frontiers in ICT

doi 10.3389/fict.2017.00008

11,455 views
16 citations

Original Research

Accepted on 18 Feb 2026

Feasibility of EEG-Based Machine Learning for the Objective Assessment of Non-Strabismic Binocular Vision Dysfunction

in Brain Health and Clinical Neuroscience

Zhili Lu
Xin Zuo
Qixuan Zhang
Yue Liu
Xiang Ma
Chi Zhang

Frontiers in Human Neuroscience

Original Research

Published on 17 Jan 2020

A Piezoresistive Array Armband With Reduced Number of Sensors for Hand Gesture Recognition

Daniele Esposito
Emilio Andreozzi
Gaetano D. Gargiulo
Antonio Fratini
Giovanni D’Addio
Ganesh R. Naik
Paolo Bifulco

Frontiers in Neurorobotics

doi 10.3389/fnbot.2019.00114

12,228 views
63 citations

Original Research

Published on 10 Jun 2016

EEG Responses to Auditory Stimuli for Automatic Affect Recognition

in Auditory Cognitive Neuroscience

Dirk T. Hettich
Elaina Bolinger
Tamara Matuz
Niels Birbaumer
Wolfgang Rosenstiel
Martin Spüler

Frontiers in Neuroscience

doi 10.3389/fnins.2016.00244

17,576 views
30 citations

Original Research

Published on 25 Aug 2016

Supervised, Multivariate, Whole-Brain Reduction Did Not Help to Achieve High Classification Performance in Schizophrenia Research

in Brain Imaging Methods

Eva Janousova
Giovanni Montana
Tomas Kasparek
Daniel Schwarz

Frontiers in Neuroscience

doi 10.3389/fnins.2016.00392

3,443 views
14 citations

Original Research

Published on 06 Nov 2023

Automated extraction of speech and turn-taking parameters in autism allows for diagnostic classification using a multivariable prediction model

in Autism

I. S. Plank
J. C. Koehler
A. M. Nelson
N. Koutsouleris
C. M. Falter-Wagner

Frontiers in Psychiatry

doi 10.3389/fpsyt.2023.1257569

4,265 views
13 citations

Original Research

Published on 13 Aug 2024

Event-related pupillary response-based authentication system using eye-tracker add-on augmented reality glasses for individual identification

in Autonomic Neuroscience

Sangin Park
Jihyeon Ha
Laehyun Kim

Frontiers in Physiology

doi 10.3389/fphys.2024.1325784

3,771 views
3 citations

Original Research

Published on 27 Sep 2022

Business Brand Research Based on Multi-Feature Fusion Emotion Analysis

in Organizational Psychology

Boxuan Li

Frontiers in Psychology

doi 10.3389/fpsyg.2022.939304

1,945 views
3 citations

Brief Research Report

Published on 15 Mar 2021

Individual Magnetoencephalography Response Profiles to Short-Duration L-Dopa in Parkinson’s Disease

in Brain Imaging and Stimulation

Edgar Peña
Tareq M. Mohammad
Fedaa Almohammed
Tahani AlOtaibi
Shahpar Nahrir
Sheraz Khan
Vahe Poghosyan
Matthew D. Johnson
Jawad A. Bajwa

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.640591

4,163 views
2 citations

Original Research

Published on 22 Nov 2021

Assessing Deception in Questionnaire Surveys With Eye-Tracking

in Cognitive Science

Xinyue Fang
Yiteng Sun
Xinyi Zheng
Xinrong Wang
Xuemei Deng
Mei Wang

Frontiers in Psychology

doi 10.3389/fpsyg.2021.774961

17,156 views
10 citations

Original Research

Published on 20 Dec 2021

Rapid Enhancement of Subcortical Neural Responses to Sine-Wave Speech

in Auditory Cognitive Neuroscience

Fan-Yin Cheng
Can Xu
Lisa Gold
Spencer Smith

Frontiers in Neuroscience

doi 10.3389/fnins.2021.747303

4,220 views
17 citations

Articles

Decoding continuous variables from event-related potential (ERP) data with linear support vector regression using the Decision Decoding Toolbox (DDTBOX)

BPAGS: a web application for bacteriocin prediction via feature evaluation using alternating decision tree, genetic algorithm, and linear support vector classifier

Random Subspace Ensemble Learning for Functional Near-Infrared Spectroscopy Brain-Computer Interfaces

Predictive keywords: Using machine learning to explain document characteristics

Support Vector Machine for Analyzing Contributions of Brain Regions During Task-State fMRI

Computer Screen Use Detection Using Smart Eyeglasses

Feasibility of EEG-Based Machine Learning for the Objective Assessment of Non-Strabismic Binocular Vision Dysfunction

A Piezoresistive Array Armband With Reduced Number of Sensors for Hand Gesture Recognition

EEG Responses to Auditory Stimuli for Automatic Affect Recognition

Supervised, Multivariate, Whole-Brain Reduction Did Not Help to Achieve High Classification Performance in Schizophrenia Research

Automated extraction of speech and turn-taking parameters in autism allows for diagnostic classification using a multivariable prediction model

Event-related pupillary response-based authentication system using eye-tracker add-on augmented reality glasses for individual identification

Business Brand Research Based on Multi-Feature Fusion Emotion Analysis

Individual Magnetoencephalography Response Profiles to Short-Duration L-Dopa in Parkinson’s Disease

Assessing Deception in Questionnaire Surveys With Eye-Tracking

Rapid Enhancement of Subcortical Neural Responses to Sine-Wave Speech