Expectation-Maximization Binary Clustering
Binary Clustering Class
binClst Instance definition
Binary Clustering Path Class
binClstPath Instance definition
Binary Clustering Stack Class
Generate a burstwise .kml file of a binClstPath_instance .
Generate an HTML burstwise webmap of a binClstPath_instance .
Check labeling profile
Confusion matrix
General pourpose multivariate binary Clustering (EMbC)
Expectation-Maximization binary Clustering package.
labeling profile plot
Likelihood profile plots
Generate a pointwise .kml file of a binClstPath_instance
Generate an HTML pointwise webmap of a binClstPath_instance .
Manual relabeling of clusters.
Dynamic 3D-scatterplot
Clustering 2D-scatterplot
Sets binClst color palette .
Select a single path from a binClstStck instance.
Posterior smoothing of single local labels.
speed/turn bivariate binary Clustering.
Clustering statistics.
Variables' profile plots
Path fast view
Unsupervised, multivariate, binary clustering for meaningful annotation of data, taking into account the uncertainty in the data. A specific constructor for trajectory analysis in movement ecology yields behavioural annotation of trajectories based on estimated local measures of velocity and turning angle, eventually with solar position covariate as a daytime indicator, ("Expectation-Maximization Binary Clustering for Behavioural Annotation").