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 - https://www.scopus.com/pages/publications/85111431221

UR - https://www.scopus.com/pages/publications/85111431221#tab=citedBy

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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