Functional Latent Data Models for Clustering Heterogeneous Curves ('FLaMingos')
Overview
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.
Install
Health
CRAN check results are not tracked yet.
Documentation
- Help pages
- 17includes a package overview page
- Examples that run
- 100%7 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 98%
- Return-value docs
- 100%
- Help pages citing references
- 6%
Downloads
Dependencies
Code & Tests
Datasets
People & History
- RR 4.6.0 released · 2026-04-24
- archivedRemoved from CRAN2025-12-25issues were not addressed in time
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- 0.1.02019-08-06
- RR 3.6.0 released · 2019-04-26
Package metadata
- First published
- 2019-08-06
- Total releases
- 1 / 7 yrs
- License
- GPL (>= 3) OSI
- Minimum R
- ≥ 2.10
- Bundled data
- 78 KB / 1 file
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("flamingos")The package provides a citation file that builds its entry when R runs it. Run citation() to see it.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.