flamingos
Functional Latent Data Models for Clustering Heterogeneous Curves ('FLaMingos')
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.
- Version0.1.0
- R versionunknown
- LicenseGPL (≥ 3)
- Needs compilation?Yes
- flamingos citation info
- Last release08/06/2019
Documentation
Team
Florian Lecocq
Faicel Chamroukhi
Marius Bartcus
Show author detailsRolesAuthor, Translator
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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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.
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Dependencies
- Imports1 package
- Suggests2 packages
- Linking To2 packages