Time Series Clustering Along with Optimizations for the Dynamic Time Warping Distance


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Documentation for package ‘dtwclust’ version 3.1.2

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dtwclust-package Time series clustering along with optimizations for the Dynamic Time Warping distance
as.matrix as.matrix
CharTraj Subset of character trajectories data set
CharTrajLabels Subset of character trajectories data set
CharTrajMV Subset of character trajectories data set
clusterSim Cluster Similarity Matrix
clusterSim-method Cluster Similarity Matrix
compute_envelop Time series warping envelops
create_dtwclust Create formal 'dtwclust' objects
cvi Cluster validity indices
cvi,dtwclust Cluster validity indices
cvi,HierarchicalTSClusters Cluster validity indices
cvi,PartitionalTSClusters Cluster validity indices
cvi-method Cluster validity indices
DBA DTW Barycenter Averaging
dtw2 DTW distance with L2 norm
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_basic Basic DTW distance
dtw_lb DTW distance matrix guided by Lemire's improved lower bound
FuzzyTSClusters-class Class definition for 'TSClusters' and derived classes
fuzzy_control Control parameters for clusterings with 'tsclust'
GAK Fast global alignment kernels
HierarchicalTSClusters-class Class definition for 'TSClusters' and derived classes
hierarchical_control Control parameters for clusterings with 'tsclust'
initialize,TSClusters Methods for 'TSClusters'
initialize-method Methods for 'TSClusters'
lb_improved Lemire's improved DTW lower bound
lb_keogh Keogh's DTW lower bound
NCCc Cross-correlation with coefficient normalization
PartitionalTSClusters-class Class definition for 'TSClusters' and derived classes
partitional_control Control parameters for clusterings with 'tsclust'
plot,dtwclust,missing Methods for 'dtwclust'
plot,TSClusters,missing Methods for 'TSClusters'
plot-method Methods for 'dtwclust'
plot-method Methods for 'TSClusters'
plot.dtwclust Methods for 'dtwclust'
plot.TSClusters Methods for 'TSClusters'
predict,dtwclust Methods for 'dtwclust'
predict,TSClusters Methods for 'TSClusters'
predict-method Methods for 'dtwclust'
predict-method Methods for 'TSClusters'
predict.dtwclust Methods for 'dtwclust'
predict.TSClusters Methods for 'TSClusters'
randIndex Compare partitions
randIndex,ANY,dtwclust Compare partitions
randIndex,dtwclust,ANY Compare partitions
randIndex,dtwclust,dtwclust 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,dtwclust Methods for 'dtwclust'
show,TSClusters Methods for 'TSClusters'
show-method Methods for 'dtwclust'
show-method Methods for 'TSClusters'
TADPole TADPole clustering
tadpole_control Control parameters for clusterings with 'tsclust'
tsclust Time series clustering
tsclust-controls Control parameters for clusterings with 'tsclust'
TSClusters-class Class definition for 'TSClusters' and derived classes
tsclusters-methods Methods for 'TSClusters'
tsclustFamily-class Class definition for 'tsclustFamily'
tsclust_args Control parameters for clusterings with 'tsclust'
uciCT Subset of character trajectories data set
ucict Subset of character trajectories data set
update,dtwclust Methods for 'dtwclust'
update,TSClusters Methods for 'TSClusters'
update-method Methods for 'dtwclust'
update-method Methods for 'TSClusters'
update.dtwclust Methods for 'dtwclust'
update.TSClusters Methods for 'TSClusters'
zscore Wrapper for z-normalization