The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
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.
| Version: | 1.4.40 |
| Depends: | R (≥ 2.10), grDevices, stats, lattice, latticeExtra, fpc |
| Published: | 2020-04-05 |
| DOI: | 10.32614/CRAN.package.wskm |
| Author: | Graham Williams [aut], Joshua Z Huang [aut], Xiaojun Chen [aut], Qiang Wang [aut], Longfei Xiao [aut], He Zhao [cre] |
| Maintainer: | He Zhao <Simon.Yansen.Zhao at gmail.com> |
| BugReports: | https://github.com/SimonYansenZhao/wskm/issues |
| License: | GPL (≥ 3) |
| Copyright: | 2011-2014 Shenzhen Institutes of Advanced Technology Chinese Academy of Sciences |
| URL: | https://github.com/SimonYansenZhao/wskm, http://english.siat.cas.cn/ |
| NeedsCompilation: | yes |
| Citation: | wskm citation info |
| Materials: | ChangeLog |
| CRAN checks: | wskm results |
| Reference manual: | wskm.pdf |
| Package source: | wskm_1.4.40.tar.gz |
| Windows binaries: | r-devel: wskm_1.4.40.zip, r-release: wskm_1.4.40.zip, r-oldrel: wskm_1.4.40.zip |
| macOS binaries: | r-release (arm64): wskm_1.4.40.tgz, r-oldrel (arm64): wskm_1.4.40.tgz, r-release (x86_64): wskm_1.4.40.tgz, r-oldrel (x86_64): wskm_1.4.40.tgz |
| Old sources: | wskm archive |
Please use the canonical form https://CRAN.R-project.org/package=wskm to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.