Classification of heart rate variability signals using higher order spectra and neural networks

2009 International Conference on Networking and Media Convergence ◽

10.1109/icnm.2009.4907205 ◽

2009 ◽

Cited By ~ 3

Author(s):

Marwa I. Obayya ◽

Fatma E.Z. Abou-Chadi

Keyword(s):

Neural Networks ◽

Heart Rate ◽

Heart Rate Variability ◽

Higher Order ◽

Higher Order Spectra

Download Full-text

Evolvable Block-based Neural Networks for classification of driver drowsiness based on heart rate variability

2012 IEEE International Conference on Circuits and Systems (ICCAS) ◽

10.1109/iccircuitsandsystems.2012.6408316 ◽

2012 ◽

Cited By ~ 9

Author(s):

Vishnu P. Nambiar ◽

Mohamed Khalil-Hani ◽

C.W. Sia ◽

M. N. Marsono

Keyword(s):

Neural Networks ◽

Heart Rate ◽

Heart Rate Variability ◽

Driver Drowsiness ◽

Block Based

Download Full-text

Cardiac state diagnosis using higher order spectra of heart rate variability

Journal of Medical Engineering & Technology ◽

10.1080/03091900601050862 ◽

2008 ◽

Vol 32 (2) ◽

pp. 145-155 ◽

Cited By ~ 95

Author(s):

K. C. Chua ◽

V. Chandran ◽

U. R. Acharya ◽

C. M. Lim

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Higher Order ◽

Higher Order Spectra ◽

State Diagnosis

Download Full-text

Artificial Neural Network for Classification of Possible Cardiovascular Risk Using Indexes of Heart Rate Variability

2020 17th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE) ◽

10.1109/cce50788.2020.9299139 ◽

2020 ◽

Author(s):

Gabriel Vega Martinez ◽

Diego Mirabent Amor ◽

J. Gilberto Franco Sanchez ◽

Francisco Jose Ramos Becerrril ◽

Carlos Alvarado Serrano ◽

...

Keyword(s):

Neural Network ◽

Heart Rate ◽

Artificial Neural Network ◽

Heart Rate Variability ◽

Cardiovascular Risk ◽

Artificial Neural

Download Full-text

Model-Based Classification of Heart Rate Variability

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2018.8512310 ◽

2018 ◽

Cited By ~ 1

Author(s):

Argentina Leite ◽

Maria Eduarda Silva ◽

Ana Paula Rocha

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Model Based

Download Full-text

Physical Fatigue Prediction Based on Heart Rate Variability (HRV) Features in Time and Frequency Domains Using Artificial Neural Networks Model During Exercise

Enhancing Health and Sports Performance by Design - Lecture Notes in Bioengineering ◽

10.1007/978-981-15-3270-2_34 ◽

2020 ◽

pp. 326-332

Author(s):

Zulkifli Ahmad ◽

Mohd Najeb Jamaludin ◽

Ummu Kulthum Jamaludin

Keyword(s):

Neural Networks ◽

Heart Rate ◽

Heart Rate Variability ◽

Artificial Neural Networks ◽

Physical Fatigue ◽

Frequency Domains ◽

Artificial Neural ◽

Time And Frequency Domains

Download Full-text

Feature classification of heart rate variability depending on difficulty levels of a puzzle game

2018 International Workshop on Advanced Image Technology (IWAIT) ◽

10.1109/iwait.2018.8369751 ◽

2018 ◽

Cited By ~ 1

Author(s):

Amane Suganuma ◽

Shunta Ohara ◽

Hiroto Inoue ◽

Nobuji Tetsutani

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Feature Classification

Download Full-text

An Intelligent System Based on Heart Rate Variability Measures and Machine Learning Techniques for Classification of Normal and Growth Restricted Children

Lecture Notes in Electrical Engineering - WITS 2020 ◽

10.1007/978-981-33-6893-4_10 ◽

2021 ◽

pp. 101-111

Author(s):

Abdulrhman Wassil Al-Jedaani ◽

Wajid Aziz ◽

Abdulrahman A. Alshdadi ◽

Mohammed Alqarni ◽

Malik Sajjad Ahmed Nadeem ◽

...

Keyword(s):

Machine Learning ◽

Heart Rate ◽

Heart Rate Variability ◽

Intelligent System ◽

Machine Learning Techniques ◽

Learning Techniques

Download Full-text

Heart Rate Variability for Classification of Alert Versus Sleep Deprived Drivers in Real Road Driving Conditions

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2020.2981941 ◽

2020 ◽

pp. 1-10 ◽

Cited By ~ 1

Author(s):

Anna Persson ◽

Hanna Jonasson ◽

Ingemar Fredriksson ◽

Urban Wiklund ◽

Christer Ahlstrom

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Driving Conditions

Download Full-text

Single sensor detection and classification of multiple sources by higher-order spectra

[1992] IEEE Sixth SP Workshop on Statistical Signal and Array Processing ◽

10.1109/ssap.1992.246819 ◽

2003 ◽

Cited By ~ 1

Author(s):

M.C. Dogan ◽

J.M. Mendel

Keyword(s):

Higher Order ◽

Multiple Sources ◽

Single Sensor ◽

Higher Order Spectra ◽

Sensor Detection

Download Full-text

Evaluation and Classification of Physical and Psychological Stress in Firefighters using Heart Rate Variability

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2019.8856596 ◽

2019 ◽

Cited By ~ 3

Author(s):

U. Pluntke ◽

S. Gerke ◽

A. Sridhar ◽

J. Weiss ◽

B. Michel

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Psychological Stress

Download Full-text