Overview of Time Series Classification Based on Symbolic Discretization for ECG Applications.

Mariem Taktak Slim Triki

Published in: ICCCI (CCIS Volume) (2023)

Keyphrases

numeric attributes
ecg signals
discretization method
dynamic time warping
decision trees
signal processing
high level
discretization methods

neural learning
iterative refinement
connectionist models
association rules
nearest neighbor
monitoring system
symbolic representation
heart rate

neural network
continuous attributes
symbolic aggregate approximation
heart rate variability
symbolic reasoning
real time
future trends
discrete space

intermediate level
data preprocessing
subgroup discovery
case study
information systems
artificial intelligence
machine learning
data sets