Analyzing ECG for cardiac arrhythmia using cluster analysis.
Yun-Chi YehChe Wun ChiouHong-Jhih LinPublished in: Expert Syst. Appl. (2012)
Keyphrases
- cluster analysis
- ecg signals
- heart rate variability
- cardiac arrhythmias
- mit bih arrhythmia database
- categorical data
- clustering method
- heart rate
- hierarchical latent class models
- clustering algorithm
- unsupervised learning
- atrial fibrillation
- data analysis
- beat classification
- k means
- cluster validity
- data clustering
- heart disease
- factor analysis
- clustering analysis
- data mining
- correlation analysis
- fuzzy clustering
- partitional clustering
- spectral analysis
- data mining techniques
- probability distribution
- similarity measure
- image processing
- machine learning