• Lampros Mouselimis. Author, maintainer.

  • Conrad Sanderson. Copyright holder.
    Author of the C++ Armadillo library

  • Ryan Curtin. Copyright holder.
    Author of the C++ Armadillo library

  • Siddharth Agrawal. Copyright holder.
    Author of the C code of the Mini-Batch-Kmeans algorithm (https://github.com/siddharth-agrawal/Mini-Batch-K-Means)

  • Brendan Frey. Copyright holder.
    Author of the matlab code of the Affinity propagation algorithm (for commercial use please contact the author of the matlab code)

  • Delbert Dueck. Copyright holder.
    Author of the matlab code of the Affinity propagation algorithm

  • Vitalie Spinu. Contributor.
    Github Contributor

Citation

Source: inst/CITATION

Mouselimis L (2023). ClusterR: Gaussian Mixture Models, K-Means, Mini-Batch-Kmeans, K-Medoids and Affinity Propagation Clustering. R package version 1.3.2, https://CRAN.R-project.org/package=ClusterR.

@Manual{,
  title = {{ClusterR}: Gaussian Mixture Models, K-Means, Mini-Batch-Kmeans, K-Medoids and Affinity Propagation Clustering},
  author = {Lampros Mouselimis},
  year = {2023},
  note = {R package version 1.3.2},
  url = {https://CRAN.R-project.org/package=ClusterR},
}

Sanderson C, Curtin R (2016). “Armadillo: a template-based C++ library for linear algebra.” Journal of Open Source Software, 1, 26. doi:10.21105/joss.00026.

@Article{,
  title = {Armadillo: a template-based C++ library for linear algebra},
  author = {Conrad Sanderson and Ryan Curtin},
  journal = {Journal of Open Source Software},
  year = {2016},
  volume = {1},
  pages = {26},
  doi = {10.21105/joss.00026},
}

Sanderson C, Curtin R (2018). “A User-Friendly Hybrid Sparse Matrix Class in C++.” Lecture Notes in Computer Science (LNCS), 10931, 422–430. doi:10.1007/978-3-319-96418-8_50.

@Article{,
  title = {A User-Friendly Hybrid Sparse Matrix Class in C++},
  author = {Conrad Sanderson and Ryan Curtin},
  journal = {Lecture Notes in Computer Science (LNCS)},
  year = {2018},
  volume = {10931},
  pages = {422--430},
  doi = {10.1007/978-3-319-96418-8_50},
}

Agrawal S (2013). Mini-Batch-K-Means. https://github.com/siddharth-agrawal/Mini-Batch-K-Means.

@Manual{,
  title = {Mini-Batch-K-Means},
  author = {Siddharth Agrawal},
  year = {2013},
  url = {https://github.com/siddharth-agrawal/Mini-Batch-K-Means},
}

Sculley D (2010). “Web-scale k-means clustering.” ACM Digital Library. doi:10.1145/1772690.1772862.

@Article{,
  title = {Web-scale k-means clustering},
  author = {D. Sculley},
  journal = {ACM Digital Library},
  year = {2010},
  doi = {10.1145/1772690.1772862},
}

Dueck D (2009). Affinity Propagation: Clustering Data by Passing Messages. Ph.D. thesis, University of Toronto. https://hdl.handle.net/1807/17755.

@PhdThesis{,
  title = {Affinity Propagation: Clustering Data by Passing Messages},
  author = {Delbert Dueck},
  year = {2009},
  school = {University of Toronto},
  url = {https://hdl.handle.net/1807/17755},
}

Frey B, Dueck D (2007). “Clustering by Passing Messages Between Data Points.” Science, 315, 972–976. doi:10.1126/science.1136800.

@Article{,
  title = {Clustering by Passing Messages Between Data Points},
  author = {Brendan Frey and Delbert Dueck},
  journal = {Science},
  year = {2007},
  volume = {315},
  pages = {972--976},
  doi = {10.1126/science.1136800},
}

Struyf A, Hubert M, Rousseeuw P (1997). “Clustering in an Object-Oriented Environment.” Journal of Statistical Software. doi:10.18637/jss.v001.i04.

@Article{,
  title = {Clustering in an Object-Oriented Environment},
  author = {Anja Struyf and Mia Hubert and Peter Rousseeuw},
  journal = {Journal of Statistical Software},
  year = {1997},
  doi = {10.18637/jss.v001.i04},
}

Pham D, Dimov S, Nguyen C (2004). “Selection of K in K-means clustering.” Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. doi:10.1243/095440605X8298, https://www.ee.columbia.edu/~dpwe/papers/PhamDN05-kmeans.pdf.

@Article{,
  title = {Selection of K in K-means clustering},
  author = {D Pham and S Dimov and C Nguyen},
  journal = {Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science},
  year = {2004},
  url = {https://www.ee.columbia.edu/~dpwe/papers/PhamDN05-kmeans.pdf},
  doi = {10.1243/095440605X8298},
}