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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.
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