Heart Rate Variability Signal Features for Emotion Recognition by Using Principal Component Analysis and Support Vectors Machine

2016 IEEE 16th International Conference on Bioinformatics and Bioengineering (BIBE) ◽

10.1109/bibe.2016.40 ◽

2016 ◽

Cited By ~ 19

Author(s):

Han-Wen Guo ◽

Yu-Shun Huang ◽

Chien-Hung Lin ◽

Jen-Chien Chien ◽

Koichi Haraikawa ◽

...

Keyword(s):

Heart Rate ◽

Principal Component Analysis ◽

Heart Rate Variability ◽

Emotion Recognition ◽

Principal Component ◽

Component Analysis ◽

Support Vectors ◽

Signal Features

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Principal component analysis of heart rate variability data in assessing cardiac autonomic neuropathy

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/embc.2014.6945157 ◽

2014 ◽

Cited By ~ 4

Author(s):

Mika P. Tarvainen ◽

David J. Cornforth ◽

Herbert F. Jelinek

Keyword(s):

Heart Rate ◽

Principal Component Analysis ◽

Heart Rate Variability ◽

Autonomic Neuropathy ◽

Principal Component ◽

Component Analysis ◽

Cardiac Autonomic Neuropathy ◽

Variability Data

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Physical Conditioning Status Stratification Based on Heart Rate Variability: Principal Component Analysis of Power Spectrum Density Function

2016 Computing in Cardiology Conference (CinC) ◽

10.22489/cinc.2016.288-438 ◽

2016 ◽

Author(s):

Olivasse Nasario-Junior ◽

Paulo Roberto Benchimol-Barbosa ◽

Jurandir Nadal

Keyword(s):

Heart Rate ◽

Principal Component Analysis ◽

Heart Rate Variability ◽

Power Spectrum ◽

Density Function ◽

Principal Component ◽

Component Analysis ◽

Power Spectrum Density ◽

Physical Conditioning ◽

Spectrum Density

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Electroencephalograph based Human Emotion Recognition Using Artificial Neural Network and Principal Component Analysis

IETE Journal of Research ◽

10.1080/03772063.2021.1965044 ◽

2021 ◽

pp. 1-10

Author(s):

Satyanarayana Naga V. Kanuboyina ◽

Shankar T ◽

Rama Raju Venkata Penmetsa

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Artificial Neural Network ◽

Emotion Recognition ◽

Principal Component ◽

Component Analysis ◽

Human Emotion ◽

Artificial Neural

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Speech Emotion Recognition Based on Multilinear Principal Component Analysis

International Journal of Advancements in Computing Technology ◽

10.4156/ijact.vol5.issue6.53 ◽

2013 ◽

Vol 5 (6) ◽

pp. 452-459

Author(s):

XIN Minghai ◽

Weiyi Gu

Keyword(s):

Principal Component Analysis ◽

Emotion Recognition ◽

Principal Component ◽

Component Analysis ◽

Speech Emotion Recognition ◽

Multilinear Principal Component Analysis

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Principal Component Analysis of Single-Beam Echo-Sounder Signal Features for Seafloor Classification

IEEE Journal of Oceanic Engineering ◽

10.1109/joe.2011.2122630 ◽

2011 ◽

Vol 36 (2) ◽

pp. 259-272 ◽

Cited By ~ 29

Author(s):

Ali R. Amiri-Simkooei ◽

Mirjam Snellen ◽

Dick G. Simons

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Single Beam ◽

Signal Features ◽

Seafloor Classification ◽

Echo Sounder

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Speech Emotion Recognition Based on Principal Component Analysis and Back Propagation Neural Network

2010 International Conference on Measuring Technology and Mechatronics Automation ◽

10.1109/icmtma.2010.523 ◽

2010 ◽

Cited By ~ 13

Author(s):

Sheguo Wang ◽

Xuxiong Ling ◽

Fuliang Zhang ◽

Jianing Tong

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Emotion Recognition ◽

Back Propagation ◽

Principal Component ◽

Component Analysis ◽

Back Propagation Neural Network ◽

Speech Emotion Recognition

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Facial Emotion Recognition via Discrete Wavelet Transform, Principal Component Analysis, and Cat Swarm Optimization

Lecture Notes in Computer Science - Intelligence Science and Big Data Engineering ◽

10.1007/978-3-319-67777-4_18 ◽

2017 ◽

pp. 203-214 ◽

Cited By ~ 5

Author(s):

Shui-Hua Wang ◽

Wankou Yang ◽

Zhengchao Dong ◽

Preetha Phillips ◽

Yu-Dong Zhang

Keyword(s):

Principal Component Analysis ◽

Wavelet Transform ◽

Emotion Recognition ◽

Discrete Wavelet Transform ◽

Principal Component ◽

Component Analysis ◽

Facial Emotion Recognition ◽

Facial Emotion ◽

Discrete Wavelet ◽

Swarm Optimization

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Reply to “Comments on ‘Principal Component Analysis of Single-Beam Echo-Sounder Signal Features for Seafloor Classification’” by J. M. Preston and B. R. Biffard

IEEE Journal of Oceanic Engineering ◽

10.1109/joe.2012.2226657 ◽

2013 ◽

Vol 38 (1) ◽

pp. 204-205

Author(s):

Mirjam Snellen ◽

Ali R. Amiri-Simkooei ◽

Dick G. Simons

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Single Beam ◽

Signal Features ◽

Seafloor Classification ◽

Echo Sounder

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Heart arrhythmias classification via a sequential classifier using neural network, principal component analysis and heart rate variation

2016 IEEE 8th International Conference on Intelligent Systems (IS) ◽

10.1109/is.2016.7737390 ◽

2016 ◽

Cited By ~ 2

Author(s):

Seyed Saleh Mohseni ◽

Matiar Mohamadyari

Keyword(s):

Neural Network ◽

Heart Rate ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Rate Variation ◽

Heart Rate Variation ◽

Heart Arrhythmias

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Comments on “Principal Component Analysis of Single-Beam Echo-Sounder Signal Features for Seafloor Classification” by A. R. Amiri-Simkooei, M. Snellen, and D. G. Simons

IEEE Journal of Oceanic Engineering ◽

10.1109/joe.2012.2206192 ◽

2012 ◽

Vol 37 (4) ◽

pp. 764-765 ◽

Cited By ~ 1

Author(s):

J. M. Preston ◽

B. R. Biffard

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Single Beam ◽

Signal Features ◽

Seafloor Classification ◽

Echo Sounder

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