Learning Technique | List of Frontiers open access articles

Original Research

Published on 13 Apr 2023

Computational prediction of promotors in Agrobacterium tumefaciens strain C58 by using the machine learning technique

in Evolutionary and Genomic Microbiology

Hasan Zulfiqar
Zahoor Ahmed
Bakanina Kissanga Grace-Mercure
Farwa Hassan
Zhao-Yue Zhang
Fen Liu

Frontiers in Microbiology

doi 10.3389/fmicb.2023.1170785

3,406 views
12 citations

Original Research

Published on 14 Dec 2023

RFI mitigation for 2D Synthetic Aperture Interferometric Radiometers using combined theoretical and machine learning technique

in Ocean Observation

Ming Xu
Hongping Li
Xiaobin Yin

Frontiers in Marine Science

doi 10.3389/fmars.2023.1290383

2,130 views

Original Research

Published on 10 Oct 2022

Imbalanced ECG signal-based heart disease classification using ensemble machine learning technique

in Medicine and Public Health

Adyasha Rath
Debahuti Mishra
Ganapati Panda

Frontiers in Big Data

doi 10.3389/fdata.2022.1021518

7,640 views
36 citations

Original Research

Published on 19 Jul 2022

COVID-19 Prediction With Machine Learning Technique From Extracted Features of Photoplethysmogram Morphology

in Digital Public Health

Nazrul Anuar Nayan
Choon Jie Yi
Mohd Zubir Suboh
Nur-Fadhilah Mazlan
Petrick Periyasamy
Muhammad Yusuf Zawir Abdul Rahim
Shamsul Azhar Shah

Frontiers in Public Health

doi 10.3389/fpubh.2022.920849

3,953 views
3 citations

Original Research

Published on 30 Apr 2020

Paired Trial Classification: A Novel Deep Learning Technique for MVPA

in Brain Imaging Methods

Jacob M. Williams
Ashok Samal
Prahalada K. Rao
Matthew R. Johnson

Frontiers in Neuroscience

doi 10.3389/fnins.2020.00417

7,422 views
8 citations

Original Research

Published on 02 Nov 2023

Extraction of stratigraphic exposures on visible images using a supervised machine learning technique

in Volcanology

Rina Noguchi
Daigo Shoji

Frontiers in Earth Science

doi 10.3389/feart.2023.1264701

3,143 views
2 citations

Original Research

Published on 08 Nov 2023

A deep learning technique Alexnet to detect electricity theft in smart grids

in Smart Grids

Nitasha Khan
Muhammad Amir Raza
Darakhshan Ara
Sohrab Mirsaeidi
Aamir Ali
Ghulam Abbas
Muhammad Shahid
Ezzeddine Touti
Amr Yousef
Mounir Bouzguenda

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1287413

3,449 views
4 citations

Original Research

Published on 26 Jun 2024

An enhanced pattern detection and segmentation of brain tumors in MRI images using deep learning technique

Lubna Kiran
Asim Zeb
Qazi Nida Ur Rehman
Taj Rahman
Muhammad Shehzad Khan
Shafiq Ahmad
Muhammad Irfan
Muhammad Naeem
Shamsul Huda
Haitham Mahmoud

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1418280

3,957 views
5 citations

Original Research

Published on 27 Sep 2021

Soil Aggregate Stability Mapping Using Remote Sensing and GIS-Based Machine Learning Technique

in Environmental Informatics and Remote Sensing

Yassine Bouslihim
Aicha Rochdi
Rachid Aboutayeb
Namira El Amrani-Paaza
Abdelhalim Miftah
Lahcen Hssaini

Frontiers in Earth Science

doi 10.3389/feart.2021.748859

8,701 views
39 citations

Correction

Published on 31 Jan 2024

Corrigendum: Extraction of stratigraphic exposures on visible images using a supervised machine learning technique

in Volcanology

Rina Noguchi
Daigo Shoji

Frontiers in Earth Science

doi 10.3389/feart.2023.1339426

1,716 views

Original Research

Published on 24 Apr 2025

A novel deep learning technique for multi classify Alzheimer disease: hyperparameter optimization technique

in Machine Learning and Artificial Intelligence

A. S. Elmotelb
Fayroz F. Sherif
A. S. Abohamama
Mahmoud Fakhr
Amr M. Abdelatif

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1558725

3,084 views
4 citations

Hypothesis and Theory

Published on 28 Feb 2025

Pollen image manipulation and projection using latent space

in Technical Advances in Plant Science

Ben Mills
Michalis N. Zervas
James A. Grant-Jacob

Frontiers in Plant Science

doi 10.3389/fpls.2025.1539128

1,855 views
1 citation

Original Research

Published on 27 Jun 2018

Machine Learning in Orthopedics: A Literature Review

in Biomechanics

Federico Cabitza
Angela Locoro
Giuseppe Banfi

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2018.00075

40,701 views
230 citations

Original Research

Published on 30 May 2023

Network intelligence vs. jamming in underwater networks: how learning can cope with misbehavior

in Non-Conventional Communications and Networks

J. S. Mertens
A. Panebianco
A. Surudhi
N. Prabagarane
L. Galluccio

Frontiers in Communications and Networks

doi 10.3389/frcmn.2023.1179626

4,651 views
9 citations

Original Research

Published on 29 Sep 2023

A physics-based machine learning technique rapidly reconstructs the wall-shear stress and pressure fields in coronary arteries

in Cardiovascular Imaging

Benjamin Morgan
Amal Roy Murali
George Preston
Yidnekachew Ayele Sima
Luis Alberto Marcelo Chamorro
Christos Bourantas
Ryo Torii
Anthony Mathur
Andreas Baumbach
Marc C. Jacob

Frontiers in Cardiovascular Medicine

doi 10.3389/fcvm.2023.1221541

5,403 views
11 citations

Correction

Published on 03 Jun 2025

Corrigendum: An enhanced pattern detection and segmentation of brain tumors in MRI images using deep learning technique

Lubna Kiran
Asim Zeb
Qazi Nida Ur Rehman
Taj Rahman
Muhammad Shehzad Khan
Shafiq Ahmad
Muhammad Irfan
Muhammad Naeem
Shamsul Huda
Haitham Mahmoud

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1570979

1,400 views

Articles

Computational prediction of promotors in Agrobacterium tumefaciens strain C58 by using the machine learning technique

RFI mitigation for 2D Synthetic Aperture Interferometric Radiometers using combined theoretical and machine learning technique

Imbalanced ECG signal-based heart disease classification using ensemble machine learning technique

COVID-19 Prediction With Machine Learning Technique From Extracted Features of Photoplethysmogram Morphology

Paired Trial Classification: A Novel Deep Learning Technique for MVPA

Extraction of stratigraphic exposures on visible images using a supervised machine learning technique

A deep learning technique Alexnet to detect electricity theft in smart grids

An enhanced pattern detection and segmentation of brain tumors in MRI images using deep learning technique

Soil Aggregate Stability Mapping Using Remote Sensing and GIS-Based Machine Learning Technique

Corrigendum: Extraction of stratigraphic exposures on visible images using a supervised machine learning technique

A novel deep learning technique for multi classify Alzheimer disease: hyperparameter optimization technique

Pollen image manipulation and projection using latent space

Machine Learning in Orthopedics: A Literature Review

Network intelligence vs. jamming in underwater networks: how learning can cope with misbehavior

A physics-based machine learning technique rapidly reconstructs the wall-shear stress and pressure fields in coronary arteries

Corrigendum: An enhanced pattern detection and segmentation of brain tumors in MRI images using deep learning technique