A classification and prediction hybrid model construction with the iqpso-svm algorithm for atrial fibrillation arrhythmia

Liang Hung Wang; Ze Hong Yan; Yi Ting Yang; Jun Ying Chen; Tao Yang; I. Chun Kuo; Patricia Angela R. Abu; Pao Cheng Huang; Chiung An Chen; Shih Lun Chen

doi:10.3390/s21155222

A classification and prediction hybrid model construction with the iqpso-svm algorithm for atrial fibrillation arrhythmia

Liang Hung Wang, Ze Hong Yan, Yi Ting Yang, Jun Ying Chen, Tao Yang, I. Chun Kuo, Patricia Angela R. Abu, Pao Cheng Huang, Chiung An Chen, Shih Lun Chen

Department of Information Systems and Computer Science

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	5222
Journal	Sensors (Switzerland)
Volume	21
Issue number	15
DOIs	https://doi.org/10.3390/s21155222
State	Published - Aug 1 2021

ASJC Scopus Subject Areas

Analytical Chemistry
Information Systems
Atomic and Molecular Physics, and Optics
Biochemistry
Instrumentation
Electrical and Electronic Engineering

Keywords

Atrial fibrillation
ECG signal
Image-to-data
Prediction
Support vector machine

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.3390/s21155222

Cite this

@article{0b75a667bee14892a1e8c1c8db8adc9b,

title = "A classification and prediction hybrid model construction with the iqpso-svm algorithm for atrial fibrillation arrhythmia",

keywords = "Atrial fibrillation, ECG signal, Image-to-data, Prediction, Support vector machine",

author = "Wang, {Liang Hung} and Yan, {Ze Hong} and Yang, {Yi Ting} and Chen, {Jun Ying} and Tao Yang and Kuo, {I. Chun} and Abu, {Patricia Angela R.} and Huang, {Pao Cheng} and Chen, {Chiung An} and Chen, {Shih Lun}",

note = "Publisher Copyright: {\textcopyright} 2021 by the authors. Licensee MDPI, Basel, Switzerland.",

year = "2021",

month = aug,

day = "1",

doi = "10.3390/s21155222",

language = "English",

volume = "21",

journal = "Sensors (Switzerland)",

issn = "1424-8220",

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TY - JOUR

T1 - A classification and prediction hybrid model construction with the iqpso-svm algorithm for atrial fibrillation arrhythmia

AU - Wang, Liang Hung

AU - Yan, Ze Hong

AU - Yang, Yi Ting

AU - Chen, Jun Ying

AU - Yang, Tao

AU - Kuo, I. Chun

AU - Abu, Patricia Angela R.

AU - Huang, Pao Cheng

AU - Chen, Chiung An

AU - Chen, Shih Lun

PY - 2021/8/1

Y1 - 2021/8/1

KW - Atrial fibrillation

KW - ECG signal

KW - Image-to-data

KW - Prediction

KW - Support vector machine

UR - http://www.scopus.com/inward/record.url?scp=85111431221&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85111431221&partnerID=8YFLogxK

U2 - 10.3390/s21155222

DO - 10.3390/s21155222

M3 - Article

C2 - 34372459

AN - SCOPUS:85111431221

SN - 1424-8220

VL - 21

JO - Sensors (Switzerland)

JF - Sensors (Switzerland)

IS - 15

M1 - 5222

ER -

A classification and prediction hybrid model construction with the iqpso-svm algorithm for atrial fibrillation arrhythmia

ASJC Scopus Subject Areas

Keywords

UN SDGs

Access to Document

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