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Feature-based ts analysis (distribution of values, correlation properties,…
Feature-based ts analysis
distribution of values
correlation properties
stationarity
entropy
physics-based nonlinear time-series analysis
non-time-series data
mean
spread
outlier
distribution e.g. normal distribution or not
Topics
measure similarity between pairs of time series
not aligned precisely in time
dynamic time wrapping
of equal length
euclidean distance
time series forecasting
time series classfication
Features
Global features
distribution
stationarity
autocorrelation
Fourier transform
nonlinear time series analysis
entropy
scaling
Subsequence features
interval features
shapelets
Others
Compression-based dissimilarity measure
Global complexity
time series
multivariate time series
model inter-relationships
linear cross correlation
mutual information
infer causal relationship
transfer entropy
Granger causality
univariate time series
sampled uniformly or not