Time Series Clustering with Dynamic Time Warping Distance


[Up] [Top]

Documentation for package ‘dtwclust’ version 2.0.0

Help Pages

dtwclust-package Time series clustering under Dynamic Time Warping (DTW) distance.
CharTraj Subset of character trajectories data set
CharTrajLabels Subset of character trajectories data set
clusterSim Cluster Similarity Matrix
clusterSim-method Cluster Similarity Matrix
DBA DTW Barycenter Averaging
dtwclust Time series clustering
dtwclust-class Class definition for 'dtwclust'
dtwclust-methods Methods for 'dtwclust'
dtwclustControl Class definition for 'dtwclustControl'
dtwclustControl-class Class definition for 'dtwclustControl'
dtwclustFamily Class definition for 'dtwclustFamily'
dtwclustFamily-class Class definition for 'dtwclustFamily'
dtw_lb DTW calculation guided by Lemire's lower bounds
lb_improved Lemire's improved DTW lower bound
lb_keogh Keogh's DTW lower bound
NCCc Cross-correlation with coefficient normalization
plot-method Methods for 'dtwclust'
predict-method Methods for 'dtwclust'
randIndex Compare partitions
randIndex-method Compare partitions
reinterpolate Wrapper for simple linear reinterpolation
SBD Shape-based distance
shape_extraction Shape average of several time series
show-method Methods for 'dtwclust'
TADPole TADPole clustering
uciCT Subset of character trajectories data set
ucict Subset of character trajectories data set
update-method Methods for 'dtwclust'
zscore Wrapper for z-normalization