Package: DBHC
Type: Package
Title: Sequence Clustering with Discrete-Output HMMs
Version: 0.0.5
Date: 2026-08-06
Authors@R: c(
    person("Gabriel", "Budel", role = c("aut", "cre"),
           email = "gabysp_budel@hotmail.com"),
    person("Flavius", "Frasincar", role = "aut"))
Description: Provides an implementation of a mixture of hidden Markov
        models (HMMs) for discrete sequence data in the Discrete
        Bayesian HMM Clustering (DBHC) algorithm. The DBHC algorithm is
        an HMM Clustering algorithm that finds a mixture of
        discrete-output HMMs while using heuristics based on Bayesian
        Information Criterion (BIC) to search for the optimal number of
        HMM states and the optimal number of clusters.
License: GPL (>= 3)
Encoding: UTF-8
URL: https://github.com/gabybudel/DBHC
BugReports: https://github.com/gabybudel/DBHC/issues
Imports: seqHMM (>= 2.0.0), TraMineR (>= 2.0-7), reshape2 (>= 1.2.1),
        ggplot2 (>= 2.2.1), rlang (>= 0.4.0), methods (>= 4.2.2)
NeedsCompilation: no
Suggests: testthat (>= 3.0.0), knitr, rmarkdown
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/roxygen2/version: 8.0.0
Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libjpeg-dev
        libpng-dev libxml2-dev libssl-dev libx11-dev zlib1g-dev
Repository: https://gabybudel.r-universe.dev
Date/Publication: 2026-08-07 20:14:40 UTC
RemoteUrl: https://github.com/gabybudel/dbhc
RemoteRef: HEAD
RemoteSha: 97c9531502901ac38da3fc9df63df0f722a21765
Packaged: 2026-10-06 11:14:58 UTC; root
Author: Gabriel Budel [aut, cre],
  Flavius Frasincar [aut]
Maintainer: Gabriel Budel <gabysp_budel@hotmail.com>