Non-linear classification of heart rate parameters as a biomarker for epileptogenesis

Farshad Kheiri; Anatol Bragin; Jerome Jr. Engel; Joel Almajano; Eamon Winden

doi:10.1016/j.eplepsyres.2012.01.008

Non-linear classification of heart rate parameters as a biomarker for epileptogenesis

Epilepsy Research ◽

10.1016/j.eplepsyres.2012.01.008 ◽

2012 ◽

Vol 100 (1-2) ◽

pp. 59-66 ◽

Cited By ~ 5

Author(s):

Farshad Kheiri ◽

Anatol Bragin ◽

Jerome Jr. Engel ◽

Joel Almajano ◽

Eamon Winden

Keyword(s):

Heart Rate ◽

Linear Classification ◽

Non Linear

Download Full-text

Non-linear Classification of Massive Datasets with a Parallel Algorithm of Local Support Vector Machines

Advanced Computational Methods for Knowledge Engineering - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-319-17996-4_21 ◽

2015 ◽

pp. 231-241 ◽

Cited By ~ 10

Author(s):

Thanh-Nghi Do

Keyword(s):

Support Vector Machines ◽

Parallel Algorithm ◽

Support Vector ◽

Linear Classification ◽

Massive Datasets ◽

Vector Machines ◽

Local Support ◽

Non Linear

Download Full-text

Higher order symmetry for non-linear classification of human walk detection

Pattern Recognition Letters ◽

10.1016/j.patrec.2005.11.009 ◽

2006 ◽

Vol 27 (7) ◽

pp. 822-829 ◽

Cited By ~ 19

Author(s):

László Havasi ◽

Zoltán Szlávik ◽

Tamás Szirányi

Keyword(s):

Higher Order ◽

Linear Classification ◽

Non Linear

Download Full-text

A unified non-linear approach based on recurrence quantification analysis and approximate entropy: application to the classification of heart rate variability of age-stratified subjects

Medical & Biological Engineering & Computing ◽

10.1007/s11517-018-1914-0 ◽

2018 ◽

Vol 57 (3) ◽

pp. 741-755 ◽

Cited By ~ 4

Author(s):

Vikramjit Singh ◽

Amit Gupta ◽

J. S. Sohal ◽

Amritpal Singh

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Approximate Entropy ◽

Recurrence Quantification Analysis ◽

Linear Approach ◽

Recurrence Quantification ◽

Non Linear ◽

Quantification Analysis

Download Full-text

Classification of acute stress using linear and non-linear heart rate variability analysis derived from sternal ECG

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

10.1109/embc.2014.6944349 ◽

2014 ◽

Cited By ~ 9

Author(s):

George Tanev ◽

Dorthe B. Saadi ◽

Karsten Hoppe ◽

Helge B. D. Sorensen

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Acute Stress ◽

Heart Rate Variability Analysis ◽

Variability Analysis ◽

Non Linear

Download Full-text

DISCRIMINATION BETWEEN ISCHEMIC AND HEART-RATE RELATED ST-EPISODES - Non-linear Classification for an Online Capable Approach

Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing ◽

10.5220/0002722802450251 ◽

2010 ◽

Keyword(s):

Heart Rate ◽

Linear Classification ◽

Non Linear

Download Full-text

Linear vs. non-linear classification of winners, drawers and losers at FIFA World Cup 2014

Science and Medicine in Football ◽

10.1080/24733938.2017.1283435 ◽

2017 ◽

Vol 1 (2) ◽

pp. 164-170 ◽

Cited By ~ 2

Author(s):

Christian Winter ◽

Christian Rasche ◽

Mark Pfeiffer

Keyword(s):

Linear Classification ◽

World Cup ◽

Fifa World Cup ◽

Non Linear

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

Effect of linear and non-linear measurements of heart rate variability in prediction of PAF attack

2017 25th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2017.7960358 ◽

2017 ◽

Cited By ~ 1

Author(s):

Ali Narin ◽

Mahmut Ozer ◽

Yalcin Isler

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Linear Measurements ◽

Non Linear

Download Full-text

Automated System Design for Classification of Chronic Lung Viruses using Non-Linear Dynamic System Features and K-Nearest Neighbour

10.1109/majicc53071.2021.9526272 ◽

2021 ◽

Author(s):

Misha Urooj Khan ◽

Ayesha Farman ◽

Asad Ur Rehman ◽

Nida Israr ◽

Muhammad Zulqarnain Haider Ali ◽

...

Keyword(s):

Dynamic System ◽

System Design ◽

Linear Dynamic System ◽

Automated System ◽

Nearest Neighbour ◽

Linear Dynamic ◽

Non Linear

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