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DBHC

Sequence Clustering with Discrete-Output HMMs

v0.0.3 · Dec 22, 2022 · GPL (>= 3)

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.

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2 NOTE
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Gabriel Budel <gabysp_budel@hotmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Gabriel",
                      family = "Budel",
                      role = c("aut", "cre"),
                      email = "gabysp_budel@hotmail.com"),
               person(given = "Flavius",
                      family = "Frasincar",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Gabriel Budel <gabysp_budel@hotmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Gabriel",
                      family = "Budel",
                      role = c("aut", "cre"),
                      email = "gabysp_budel@hotmail.com"),
               person(given = "Flavius",
                      family = "Frasincar",
                      role = "aut"))
as necessary.
OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-windows-x86_64

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OK r-oldrel-macos-arm64

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OK r-oldrel-macos-x86_64

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OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Gabriel Budel <gabysp_budel@hotmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Gabriel",
                      family = "Budel",
                      role = c("aut", "cre"),
                      email = "gabysp_budel@hotmail.com"),
               person(given = "Flavius",
                      family = "Frasincar",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Gabriel Budel <gabysp_budel@hotmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Gabriel",
                      family = "Budel",
                      role = c("aut", "cre"),
                      email = "gabysp_budel@hotmail.com"),
               person(given = "Flavius",
                      family = "Frasincar",
                      role = "aut"))
as necessary.

Dependency Network

Dependencies Reverse dependencies seqHMM TraMineR reshape2 ggplot2 DBHC

Version History

new 0.0.3 Mar 9, 2026