Nave Bayes | List of Frontiers open access articles

Original Research

Published on 29 Feb 2012

Naïve Bayesian Classifier and Genetic Risk Score for Genetic Risk Prediction of a Categorical Trait: Not so Different after all!

in Statistical Genetics and Methodology

Paola Sebastiani
Nadia Solovieff
Jenny Sun

Frontiers in Genetics

doi 10.3389/fgene.2012.00026

10,385 views
36 citations

Original Research

Published on 21 Jun 2021

Predicting Obesity in Adults Using Machine Learning Techniques: An Analysis of Indonesian Basic Health Research 2018

in Nutritional Epidemiology

Sri Astuti Thamrin
Dian Sidik Arsyad
Hedi Kuswanto
Armin Lawi
Sudirman Nasir

Frontiers in Nutrition

doi 10.3389/fnut.2021.669155

30,642 views
91 citations

Original Research

Published on 04 Feb 2022

A Spatial Assessment of Wildfire Risk for Transmission-Line Corridor Based on a Weighted Naïve Bayes Model

in Smart Grids

Kunxuan Xiang
You Zhou
Enze Zhou
Junhan Lu
Hui Liu
Yu Huang

Frontiers in Energy Research

doi 10.3389/fenrg.2022.829934

2,860 views
7 citations

Original Research

Published on 23 Mar 2022

Automatic Classification of Barefoot and Shod Populations Based on the Foot Metrics and Plantar Pressure Patterns

in Biomechanics

Liangliang Xiang
Yaodong Gu
Qichang Mei
Alan Wang
Vickie Shim
Justin Fernandez

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2022.843204

6,446 views
19 citations

Original Research

Published on 12 Jul 2024

Insights into the spectrum of transtibial prosthetic socket design from expert clinicians and their digital records

in Rehabilitation Engineering

A. S. Dickinson
J. W. Steer
C. Rossides
L. E. Diment
F. M. Mbithi
J. L. Bramley
D. Hannett
J. Blinova
Z. Tankard
P. R. Worsley

Frontiers in Rehabilitation Sciences

doi 10.3389/fresc.2024.1354069

6,502 views
4 citations

Methods

Published on 21 Nov 2017

Classification of EEG Signals Based on Pattern Recognition Approach

Hafeez Ullah Amin
Wajid Mumtaz
Ahmad Rauf Subhani
Mohamad Naufal Mohamad Saad
Aamir Saeed Malik

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2017.00103

81,211 views
202 citations

Original Research

Published on 22 Feb 2023

The development of a novel natural language processing tool to identify pediatric chest radiograph reports with pneumonia

in Health Informatics

Nancy Rixe
Adam Frisch
Zhendong Wang
Judith M. Martin
Srinivasan Suresh
Todd A. Florin
Sriram Ramgopal

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1104604

3,318 views
4 citations

Original Research

Published on 01 Mar 2019

Early Identification of High-Risk TIA or Minor Stroke Using Artificial Neural Network

in Stroke

Ka Lung Chan
Xinyi Leng
Wei Zhang
Weinan Dong
Quanli Qiu
Jie Yang
Yannie Soo
Ka Sing Wong
Thomas W. Leung
Jia Liu

Frontiers in Neurology

doi 10.3389/fneur.2019.00171

9,951 views
43 citations

Original Research

Published on 14 Sep 2022

“Broadcast your gender.” A comparison of four text-based classification methods of German YouTube channels

in Data Science

Lena Seewann
Roland Verwiebe
Claudia Buder
Nina-Sophie Fritsch

Frontiers in Big Data

doi 10.3389/fdata.2022.908636

13,558 views
4 citations

Methods

Published on 25 Aug 2020

A Machine Learning Method for Drug Combination Prediction

in Computational Genomics

Jiang Li
Xin-Yu Tong
Li-Da Zhu
Hong-Yu Zhang

Frontiers in Genetics

doi 10.3389/fgene.2020.01000

16,264 views
41 citations

Original Research

Published on 07 Aug 2025

Classification prediction of load losses in power stations using machine learning multilayer stack ensemble

in Machine Learning and Artificial Intelligence

Bathandekile M. Boshoma
Oluwole S. Akinola
Peter Olukanmi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1592492

2,508 views
1 citation

Original Research

Published on 10 Jan 2019

Identifying Plant Pentatricopeptide Repeat Coding Gene/Protein Using Mixed Feature Extraction Methods

in Computational Genomics

Kaiyang Qu
Leyi Wei
Jiantao Yu
Chunyu Wang

Frontiers in Plant Science

doi 10.3389/fpls.2018.01961

4,060 views
16 citations

Original Research

Published on 19 Dec 2014

Neural representation of calling songs and their behavioral relevance in the grasshopper auditory system

Gundula Meckenhäuser
Stefanie Krämer
Farzad Farkhooi
Bernhard Ronacher
Martin P. Nawrot

Frontiers in Systems Neuroscience

doi 10.3389/fnsys.2014.00183

6,055 views
12 citations

Original Research

Published on 16 Jun 2016

A Comparison of Magnetic Resonance Imaging and Neuropsychological Examination in the Diagnostic Distinction of Alzheimer's Disease and Behavioral Variant Frontotemporal Dementia

in Neurocognitive Aging and Behavior

Jingjing Wang
Stephen J. Redmond
Maxime Bertoux
John R. Hodges
Michael Hornberger

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2016.00119

6,298 views
38 citations

Original Research

Published on 07 Nov 2023

Comparative analysis of classification techniques for topic-based biomedical literature categorisation

in Computational Genomics

Ihor Stepanov
Arsentii Ivasiuk
Oleksandr Yavorskyi
Alina Frolova

Frontiers in Genetics

doi 10.3389/fgene.2023.1238140

2,742 views
4 citations

Original Research

Published on 10 Oct 2022

Study on a Bayes evaluation of the working ability of petroleum workers in the Karamay region, Xinjiang, China

in Environmental Psychology

Hengqing An
Lei Xu
Yuanyuan Liu
Dongsheng Ma
Dajun Zhang
Ning Tao

Frontiers in Psychology

doi 10.3389/fpsyg.2022.1011137

2,728 views

Articles

Naïve Bayesian Classifier and Genetic Risk Score for Genetic Risk Prediction of a Categorical Trait: Not so Different after all!

Predicting Obesity in Adults Using Machine Learning Techniques: An Analysis of Indonesian Basic Health Research 2018

A Spatial Assessment of Wildfire Risk for Transmission-Line Corridor Based on a Weighted Naïve Bayes Model

Automatic Classification of Barefoot and Shod Populations Based on the Foot Metrics and Plantar Pressure Patterns

Insights into the spectrum of transtibial prosthetic socket design from expert clinicians and their digital records

Classification of EEG Signals Based on Pattern Recognition Approach

The development of a novel natural language processing tool to identify pediatric chest radiograph reports with pneumonia

Early Identification of High-Risk TIA or Minor Stroke Using Artificial Neural Network

“Broadcast your gender.” A comparison of four text-based classification methods of German YouTube channels

A Machine Learning Method for Drug Combination Prediction

Classification prediction of load losses in power stations using machine learning multilayer stack ensemble

Identifying Plant Pentatricopeptide Repeat Coding Gene/Protein Using Mixed Feature Extraction Methods

Neural representation of calling songs and their behavioral relevance in the grasshopper auditory system

A Comparison of Magnetic Resonance Imaging and Neuropsychological Examination in the Diagnostic Distinction of Alzheimer's Disease and Behavioral Variant Frontotemporal Dementia

Comparative analysis of classification techniques for topic-based biomedical literature categorisation

Study on a Bayes evaluation of the working ability of petroleum workers in the Karamay region, Xinjiang, China