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To cite "wskm" in publications, please use:
Williams G, Huang J, Chen X, Wang Q, Xiao L (2020). wskm: Weighted $k$-Means Clustering. R package version 1.4.40, https://CRAN.R-project.org/package=wskm.
If ewkm() is used, please also cite:
Jing L, Ng M, Huang J (2007). “An Entropy Weighting $k$-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data.” IEEE Transactions on Knowledge and Data Engineering, 19(8), 1026–1041. doi:10.1109/TKDE.2007.1048.
If fgkm() is used, please also cite:
Chen X, Ye Y, Xu X, Huang J (2012). “A Feature Group Weighting Method for Subspace Clustering of High-Dimensional Data.” Pattern Recognition, 45(1), 434–446. doi:10.1016/j.patcog.2011.06.004.
If twkm() is used, please also cite:
Chen X, Xu X, Huang J, Ye Y (2013). “TW-$k$-Means: Automated Two-Level Variable Weighting Clustering Algorithm for Multiview Data.” IEEE Transactions on Knowledge and Data Engineering, 25(4), 932–944. doi:10.1109/TKDE.2011.262.
Corresponding BibTeX entries:
@Manual{wskm2014hz, title = {{wskm}: Weighted $k$-Means Clustering}, author = {Graham Williams and Joshua Zhexue Huang and Xiaojun Chen and Qiang Wang and Longfei Xiao}, year = {2020}, note = {R package version 1.4.40}, url = {https://CRAN.R-project.org/package=wskm}, }
@Article{ewkm2007lpj, title = {An Entropy Weighting $k$-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data}, author = {Liping Jing and Michael K. Ng and Joshua Zhexue Huang}, journal = {{IEEE} Transactions on Knowledge and Data Engineering}, volume = {19}, number = {8}, pages = {1026--1041}, year = {2007}, doi = {10.1109/TKDE.2007.1048}, }
@Article{fgkm2012xjc, title = {A Feature Group Weighting Method for Subspace Clustering of High-Dimensional Data}, author = {Xiaojun Chen and Yunming Ye and Xiaofei Xu and Joshua Zhexue Huang}, journal = {Pattern Recognition}, volume = {45}, number = {1}, pages = {434--446}, year = {2012}, doi = {10.1016/j.patcog.2011.06.004}, }
@Article{twkm2013xjc, title = {TW-$k$-Means: Automated Two-Level Variable Weighting Clustering Algorithm for Multiview Data}, author = {Xiaojun Chen and Xiaofei Xu and Joshua Zhexue Huang and Yunming Ye}, journal = {IEEE Transactions on Knowledge and Data Engineering}, volume = {25}, number = {4}, pages = {932--944}, year = {2013}, doi = {10.1109/TKDE.2011.262}, }
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.