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nwiroonsri authored and cran-robot committed Oct 14, 2023
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6 changes: 3 additions & 3 deletions DESCRIPTION
@@ -1,7 +1,7 @@
Package: UniversalCVI
Type: Package
Title: Hard and Soft Cluster Validity Indices
Version: 1.0.0
Version: 1.0.1
Imports: e1071, mclust
Authors@R:
c(person(given = "Nathakhun",
Expand Down Expand Up @@ -43,10 +43,10 @@ LazyData: true
RoxygenNote: 7.2.3
Depends: R (>= 2.10)
NeedsCompilation: no
Packaged: 2023-10-02 06:32:49 UTC; lenovo
Packaged: 2023-10-14 10:36:54 UTC; lenovo
Author: Nathakhun Wiroonsri [cre, aut]
(<https://orcid.org/0000-0003-2167-9641>),
Onthada Preedasawakul [aut] (<https://orcid.org/0000-0002-4186-3158>)
Maintainer: Nathakhun Wiroonsri <nathakhun.wir@kmutt.ac.th>
Repository: CRAN
Date/Publication: 2023-10-02 10:40:05 UTC
Date/Publication: 2023-10-14 14:50:03 UTC
86 changes: 43 additions & 43 deletions MD5
@@ -1,20 +1,20 @@
92db26b83655f7435a404117fdda4490 *DESCRIPTION
5957e99e34c0bf0a4a1b422e692074b0 *DESCRIPTION
88ae41230a7b62e0eec15d44f6a9de18 *NAMESPACE
9954974aa7c0439b4fefd8e08f0b456b *NEWS.md
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26a29476626e6a984409957cb866e6b4 *R/DI.IDX.R
0de65c8d43138cbf7466d3fd70320ca9 *R/FzzyCVIs.R
Expand All @@ -26,13 +26,13 @@ e5b887d5e73a0dadc6d2a0d06c12b826 *R/KWON.IDX.R
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831ba3f022317c0aea595b1b820ce634 *R/TANG.IDX.R
Expand Down Expand Up @@ -60,45 +60,45 @@ b1a830ea63a968105e2702986f40c2c2 *data/R3_data.rda
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5 changes: 5 additions & 0 deletions NEWS.md
@@ -1,3 +1,8 @@
# UniversalCVI 1.0.1

* Update the citation file.
* Fix errors in the manual script files.

# UniversalCVI 1.0.0

* Initial CRAN submission.
2 changes: 1 addition & 1 deletion R/D10_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian and Uniform distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian and Uniform distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4,5}}
#' \item{\code{label}}{Categorical labels 1,2,3,4,5}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/D1_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4,5,6}}
#' \item{\code{label}}{Categorical labels 1,2,3,4,5,6}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/D2_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4,5,6}}
#' \item{\code{label}}{Categorical labels 1,2,3,4,5,6}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/D3_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4}}
#' \item{\code{label}}{Categorical labels 1,2,3,4}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/D4_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4}}
#' \item{\code{label}}{Categorical labels 1,2,3,4}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/D5_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4,5}}
#' \item{\code{label}}{Categorical labels 1,2,3,4,5}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/D6_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4,5}}
#' \item{\code{label}}{Categorical labels 1,2,3,4,5}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/D7_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4,5,6}}
#' \item{\code{label}}{Categorical labels 1,2,3,4,5,6}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/D8_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4,5,6}}
#' \item{\code{label}}{Categorical labels 1,2,3,4,5,6}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/D9_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Uniform distributions}
#' \item{\code{y}}{Numeric values generated from Uniform distributions}
#' \item{\code{label}}{Categorical labels {1,2,3}}
#' \item{\code{label}}{Categorical labels 1,2,3}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/R1_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4,5,6,7,8,9}}
#' \item{\code{label}}{Categorical labels 1,2,3,4,5,6,7,8,9}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/R2_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4,5,6,7}}
#' \item{\code{label}}{Categorical labels 1,2,3,4,5,6,7}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/R3_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,...,16}}
#' \item{\code{label}}{Categorical labels 1,2,3,...,16}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/R4_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4,5}}
#' \item{\code{label}}{Categorical labels 1,2,3,4,5}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/R5_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4,5,6}}
#' \item{\code{label}}{Categorical labels 1,2,3,4,5,6}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/R6_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian distributions}
#' \item{\code{label}}{Categorical labels {1,2,3,4,5,6}}
#' \item{\code{label}}{Categorical labels 1,2,3,4,5,6}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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2 changes: 1 addition & 1 deletion R/R7_data.R
Expand Up @@ -4,7 +4,7 @@
#' \describe{
#' \item{\code{x}}{Numeric values generated from Gaussian and Uniform distributions}
#' \item{\code{y}}{Numeric values generated from Gaussian and Uniform distributions}
#' \item{\code{label}}{Categorical labels {1,2,3}}
#' \item{\code{label}}{Categorical labels 1,2,3}
#'}
#' @references {N. Wiroonsri, O. Preedasawakul, A correlation-based fuzzy cluster validity index with secondary options detector, arXiv:2308.14785, 2023}
#' @author {Nathakhun Wiroonsri and Onthada Preedasawakul}
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12 changes: 11 additions & 1 deletion inst/CITATION
@@ -1,9 +1,19 @@
bibentry(
bibtype = "Article",
title = "Hard and Soft Cluster Validity Indices",
title = "Clustering performance analysis using a new correlation based cluster validity index",
author = c(person("Nathakhun Wiroonsri")),
journal = "Pattern Recognition",
year = "2024",
doi = "10.1016/j.patcog.2023.109910"
)

bibentry(
bibtype = "Article",
title = "A correlation-based fuzzy cluster validity index with secondary options detector",
author = c(person("Nathakhun Wiroonsri"),
person("Onthada Preedasawakul")),
journal = "arXiv:2308.14785",
year = "2023",
doi = "10.48550/arXiv.2308.14785"
)

2 changes: 1 addition & 1 deletion man/D10_data.Rd

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2 changes: 1 addition & 1 deletion man/D1_data.Rd

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2 changes: 1 addition & 1 deletion man/D2_data.Rd

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