Package: wskm
Version: 1.4.40
Date: 2020-04-04
Title: Weighted k-Means Clustering
Authors@R: c(person("Graham", "Williams", email="graham.williams@togaware.com", role="aut"),
	person("Joshua Z", "Huang", email="zx.huang@szu.edu.cn", role="aut"),
	person("Xiaojun", "Chen", email="xjchen.hitsz@gmail.com", role="aut"),
	person("Qiang", "Wang", role="aut"),
	person("Longfei", "Xiao", role="aut"),
	person("He", "Zhao", email="Simon.Yansen.Zhao@gmail.com", role="cre"))
Maintainer: He Zhao <Simon.Yansen.Zhao@gmail.com>
Depends: R (>= 2.10), grDevices, stats, lattice, latticeExtra, fpc
Description: Entropy weighted k-means (ewkm) by Liping Jing, Michael K.
        Ng and Joshua Zhexue Huang (2007) <doi:10.1109/TKDE.2007.1048>
        is a weighted subspace clustering algorithm that is well suited
        to very high dimensional data. Weights are calculated as the
        importance of a variable with regard to cluster membership. The
        two-level variable weighting clustering algorithm tw-k-means
        (twkm) by Xiaojun Chen, Xiaofei Xu, Joshua Zhexue Huang and
        Yunming Ye (2013) <doi:10.1109/TKDE.2011.262> introduces two
        types of weights, the weights on individual variables and the
        weights on variable groups, and they are calculated during the
        clustering process.  The feature group weighted k-means (fgkm)
        by Xiaojun Chen, Yunminng Ye, Xiaofei Xu and Joshua Zhexue
        Huang (2012) <doi:10.1016/j.patcog.2011.06.004> extends this
        concept by grouping features and weighting the group in
        addition to weighting individual features.
License: GPL (>= 3)
Copyright: 2011-2014 Shenzhen Institutes of Advanced Technology Chinese
        Academy of Sciences
LazyLoad: yes
LazyData: yes
URL: https://github.com/SimonYansenZhao/wskm,
        http://english.siat.cas.cn/
BugReports: https://github.com/SimonYansenZhao/wskm/issues
NeedsCompilation: yes
Packaged: 2026-07-19 06:17:55 UTC; root
Author: Graham Williams [aut], Joshua Z Huang [aut], Xiaojun Chen
        [aut], Qiang Wang [aut], Longfei Xiao [aut], He Zhao [cre]
Repository: https://cran.r-universe.dev
Date/Publication: 2020-04-04 23:00:02 UTC
RemoteUrl: https://github.com/cran/wskm
RemoteRef: HEAD
RemoteSha: 881bfb4787d7b8a4764d236a389eb9cda605fcdd