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To cite package flexclust in publications use:
Leisch F (2006). “A Toolbox for K-Centroids Cluster Analysis.” Computational Statistics and Data Analysis, 51(2), 526–544. doi:10.1016/j.csda.2005.10.006.
Visualization methods are explained in:
Leisch F (2010). “Neighborhood Graphs, Stripes and Shadow Plots for Cluster Visualization.” Statistics and Computing, 20, 457–469. doi:10.1007/s11222-009-9137-8.
Group constraints are explained in:
Leisch F, Grün B (2006). “Extending Standard Cluster Algorithms to Allow for Group Constraints.” In Rizzi A, Vichi M (eds.), Compstat 2006—Proceedings in Computational Statistics, 885–892. ISBN 3-7908-1708-2.
Function qtclust() is explained in:
Scharl T, Leisch F (2006). “The Stochastic QT–clust Algorithm: Evaluation of Stability and Variance on Time–course Microarray Data.” In Rizzi A, Vichi M (eds.), Compstat 2006—Proceedings in Computational Statistics, 1015–1022. ISBN 3-7908-1708-2.
Using flexclust for market segmentation is explained in:
Dolnicar S, Grün B, Leisch F (2018). Market Segmentation Analysis—Understanding It, Doing It, and Making It Useful. Springer, Singapore. doi:10.1007/978-981-10-8818-6.
Corresponding BibTeX entries:
@Article{, author = {Friedrich Leisch}, title = {A Toolbox for K-Centroids Cluster Analysis}, journal = {Computational Statistics and Data Analysis}, year = {2006}, volume = {51}, number = {2}, pages = {526--544}, doi = {10.1016/j.csda.2005.10.006}, }
@Article{, author = {Friedrich Leisch}, title = {Neighborhood Graphs, Stripes and Shadow Plots for Cluster Visualization}, journal = {Statistics and Computing}, year = {2010}, volume = {20}, issue = {4}, pages = {457--469}, doi = {10.1007/s11222-009-9137-8}, }
@InProceedings{, author = {Friedrich Leisch and Bettina Grün}, title = {Extending Standard Cluster Algorithms to Allow for Group Constraints}, booktitle = {Compstat 2006---Proceedings in Computational Statistics}, pages = {885--892}, editor = {Alfredo Rizzi and Maurizio Vichi}, publisher = {Physica Verlag, Heidelberg, Germany}, isbn = {3-7908-1708-2}, year = {2006}, }
@InProceedings{, author = {Theresa Scharl and Friedrich Leisch}, title = {The Stochastic QT--clust Algorithm: Evaluation of Stability and Variance on Time--course Microarray Data}, booktitle = {Compstat 2006---Proceedings in Computational Statistics}, pages = {1015--1022}, editor = {Alfredo Rizzi and Maurizio Vichi}, publisher = {Physica Verlag, Heidelberg, Germany}, isbn = {3-7908-1708-2}, year = {2006}, }
@Book{, author = {Sara Dolnicar and Bettina Grün and Friedrich Leisch}, title = {Market Segmentation Analysis---Understanding It, Doing It, and Making It Useful}, publisher = {Springer}, year = {2018}, address = {Singapore}, doi = {10.1007/978-981-10-8818-6}, }
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.