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 |