Prediction of chronic obstructive pulmonary disease exacerbation using physiological time series patterns.
Yang XieStephen J. RedmondMas S. MohktarTal ShanyJim BasilakisMichael HessionNigel H. LovellPublished in: EMBC (2013)
Keyphrases
- chronic obstructive pulmonary disease
- financial time series
- surprising patterns
- abnormal patterns
- prediction accuracy
- multivariate time series
- temporal patterns
- pattern mining
- sequential patterns
- multivariate time series data
- moving average
- data mining techniques
- box jenkins
- exponential smoothing
- chaotic time series
- stock data
- physiological data
- extreme values
- prediction error
- pattern discovery
- similar patterns
- periodic patterns
- computer vision
- prediction algorithm
- sequential data
- interesting patterns
- dynamic time warping
- stock market