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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>.

Type Size Name Uploaded Downloads Labels
conda 3.9 MB | linux-64/r-flamingos-0.1.0-r43h884c59f_0.tar.bz2  1 year and 30 days ago 24 main
conda 3.9 MB | linux-64/r-flamingos-0.1.0-r42h884c59f_0.tar.bz2  2 years and 7 months ago 59 main
conda 4.0 MB | win-64/r-flamingos-0.1.0-r36h796a38f_0.tar.bz2  4 years and 11 months ago 84 main
conda 3.7 MB | osx-64/r-flamingos-0.1.0-r36h466af19_0.tar.bz2  4 years and 11 months ago 18 main
conda 3.8 MB | linux-64/r-flamingos-0.1.0-r36h29659fb_0.tar.bz2  4 years and 11 months ago 63 main

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