eventstream: Streaming Events and their Early Classification

Implements event extraction and early classification of events in data streams in R. It has the functionality to generate 2-dimensional data streams with events belonging to 2 classes. These events can be extracted and features computed. The event features extracted from incomplete-events can be classified using a partial-observations-classifier (Kandanaarachchi et al. 2018) <doi:10.1371/journal.pone.0236331>.

Version: 0.1.1
Depends: R (≥ 3.4.0)
Imports: abind, tensorA, glmnet, dbscan, MASS, changepoint, dplyr
Suggests: knitr, rmarkdown
Published: 2022-05-16
Author: Sevvandi Kandanaarachchi ORCID iD [aut, cre]
Maintainer: Sevvandi Kandanaarachchi <sevvandik at gmail.com>
License: MIT + file LICENSE
URL: https://sevvandi.github.io/eventstream/index.html
NeedsCompilation: no
Materials: README
CRAN checks: eventstream results

Documentation:

Reference manual: eventstream.pdf

Downloads:

Package source: eventstream_0.1.1.tar.gz
Windows binaries: r-devel: eventstream_0.1.1.zip, r-release: eventstream_0.1.1.zip, r-oldrel: eventstream_0.1.1.zip
macOS binaries: r-release (arm64): eventstream_0.1.1.tgz, r-oldrel (arm64): eventstream_0.1.1.tgz, r-release (x86_64): eventstream_0.1.0.tgz, r-oldrel (x86_64): eventstream_0.1.0.tgz
Old sources: eventstream archive

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