Package: DCEM
Type: Package
Title: Clustering Big Data using Expectation Maximization Star (EM*)
        Algorithm
Version: 2.0.6
Authors@R: c(
    person("Sharma", "Parichit", email = "parishar@iu.edu", role = c("aut","cre", "ctb")),
    person("Kurban", "Hasan", role = c("aut","ctb")),
    person("Dalkilic", "Mehmet", role = "aut")) 
Maintainer: Sharma Parichit <parishar@iu.edu>
Description: Implements the Improved Expectation Maximisation EM* and
        the traditional EM algorithm for clustering big data (gaussian
        mixture models for both multivariate and univariate datasets).
        This version implements the faster alternative-EM* that
        expedites convergence via structure based data segregation. The
        implementation supports both random and K-means++ based
        initialization. Reference: Parichit Sharma, Hasan Kurban,
        Mehmet Dalkilic (2022) <doi:10.1016/j.softx.2021.100944>. Hasan
        Kurban, Mark Jenne, Mehmet Dalkilic (2016)
        <doi:10.1007/s41060-017-0062-1>.
License: GPL-3
Encoding: UTF-8
LazyData: true
Imports: mvtnorm (>= 1.0.7), matrixcalc (>= 1.0.3), MASS (>= 7.3.49),
        Rcpp (>= 1.0.2)
LinkingTo: Rcpp
RoxygenNote: 7.1.2
Depends: R(>= 3.2.0)
URL: https://github.com/parichit/DCEM
BugReports: https://github.com/parichit/DCEM/issues
Suggests: knitr, rmarkdown, spelling
VignetteBuilder: knitr
Language: en-US
Repository: https://parichit.r-universe.dev
Date/Publication: 2026-04-13 21:06:05 UTC
RemoteUrl: https://github.com/parichit/dcem
RemoteRef: HEAD
RemoteSha: d8350ed5567f61adea405119a48226bbd7507a3f
NeedsCompilation: yes
Packaged: 2026-07-12 06:00:35 UTC; root
Author: Sharma Parichit [aut, cre, ctb],
  Kurban Hasan [aut, ctb],
  Dalkilic Mehmet [aut]