flamingos

Functional Latent Data Models for Clustering Heterogeneous Curves ('FLaMingos')

CRAN Package

Provides a variety of original and flexible user-friendly statistical latent variable models for the simultaneous clustering and segmentation of heterogeneous functional data (i.e time series, or more generally longitudinal data, fitted by unsupervised algorithms, including EM algorithms. Functional Latent Data Models for Clustering heterogeneous curves ('FLaMingos') are originally introduced and written in 'Matlab' by Faicel Chamroukhi https://github.com/fchamroukhi?utf8=?&tab=repositories&q=mix&type=public&language=matlab. The references are mainly the following ones. Chamroukhi F. (2010) https://chamroukhi.com/FChamroukhi-PhD.pdf. Chamroukhi F., Same A., Govaert, G. and Aknin P. (2010) doi:10.1016/j.neucom.2009.12.023. Chamroukhi F., Same A., Aknin P. and Govaert G. (2011). doi:10.1109/IJCNN.2011.6033590. Same A., Chamroukhi F., Govaert G. and Aknin, P. (2011) doi:10.1007/s11634-011-0096-5. Chamroukhi F., and Glotin H. (2012) doi:10.1109/IJCNN.2012.6252818. Chamroukhi F., Glotin H. and Same A. (2013) doi:10.1016/j.neucom.2012.10.030. Chamroukhi F. (2015) https://chamroukhi.com/FChamroukhi-HDR.pdf. Chamroukhi F. and Nguyen H-D. (2019) doi:10.1002/widm.1298.


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Insights

Last 30 days

This package has been downloaded 139 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.

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0 downloadsMar 9, 2025
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8 downloadsMar 11, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 1,688 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Sep 11, 2024 with 21 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Imports1 package
  • Suggests2 packages
  • Linking To2 packages