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},
}