EMbC: Expectation-Maximization Binary Clustering

Unsupervised, multivariate, binary clustering for meaningful annotation of data, taking into account the uncertainty in the data. A specific constructor for trajectory movement analysis 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").

Install the latest version of this package by entering the following in R:
install.packages("EMbC")
AuthorJoan Garriga, John R.B. Palmer, Aitana Oltra, Frederic Bartumeus
Date of publication2016-11-10 08:18:34
MaintainerJoan Garriga <jgarriga@ceab.csic.es>
LicenseGPL-3 | file LICENSE
Version2.0.0
<doi:10.1371/journal.pone.0151984>

View on CRAN

Functions

binClst-class Man page
binClst_instance Man page
binClstPath-class Man page
binClstPath_instance Man page
binClstStck-class Man page
bkml Man page
bkml,binClstPath-method Man page
bmap Man page
bmap,binClstPath-method Man page
chkp Man page
chkp,binClst-method Man page
cnfm Man page
cnfm,binClst,binClst-method Man page
cnfm,binClst,numeric-method Man page
cnfm,binClstPath,missing-method Man page
cnfm,binClstStck,missing-method Man page
embc Man page
EMbC Man page
EMbC-package Man page
expth Man page
lblp Man page
lblp,binClst,binClst-method Man page
lblp,binClst,missing-method Man page
lblp,binClst,numeric-method Man page
lblp,binClstStck,missing-method Man page
lkhp Man page
lkhp,binClst-method Man page
lkhp,list-method Man page
pkml Man page
pkml,binClstPath-method Man page
pmap Man page
pmap,binClstPath-method Man page
rlbl Man page
rlbl,binClst-method Man page
sct3 Man page
sct3,binClst-method Man page
sctr Man page
sctr,binClst-method Man page
sctr,binClstStck-method Man page
setc Man page
slct Man page
smth Man page
smth,binClst-method Man page
stbc Man page
stts Man page
stts,binClst-method Man page
stts,binClstStck-method Man page
varp Man page
varp,binClstPath-method Man page
varp,matrix-method Man page
view Man page
view,binClstPath-method Man page
view,data.frame-method Man page
x2d Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

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