Automatic Prediction of Human Age based on Heart Rate Variability Analysis using Feature-Based Methods

Automatic Prediction of Human Age based on Heart Rate Variability Analysis using Feature-Based Methods

Heart rate variability (HRV) is the time variation between adjacent heartbeats. This variation is regulated by the autonomic nervous system (ANS) and its two branches, the sympathetic and parasympathetic nervous system. HRV is considered as an essential clinical tool to estimate the imbalance betwee...

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Bibliographic Details
Main Author: Al-Mter, Yusur
Format: Others
Language:English
Published: Linköpings universitet, Statistik och maskininlärning 2020
Subjects:
Supervised learning
Classification
Ensemble
Support Vector Machines
Heart Rate Variability
Extreme Gradient Boosting
Random Forest
Computer and Information Sciences
Data- och informationsvetenskap
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-166139

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-166139

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