# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "flamingos" in publications use:' type: software license: GPL-3.0-or-later title: 'flamingos: Functional Latent Data Models for Clustering Heterogeneous Curves (''FLaMingos'')' version: 0.1.0.9000 identifiers: - type: doi value: 10.32614/CRAN.package.flamingos abstract: 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 . The references are mainly the following ones. Chamroukhi F. (2010) . Chamroukhi F., Same A., Govaert, G. and Aknin P. (2010) . Chamroukhi F., Same A., Aknin P. and Govaert G. (2011) . Same A., Chamroukhi F., Govaert G. and Aknin, P. (2011) . Chamroukhi F., and Glotin H. (2012) . Chamroukhi F., Glotin H. and Same A. (2013) . Chamroukhi F. (2015) . Chamroukhi F. and Nguyen H-D. (2019) . authors: - family-names: Chamroukhi given-names: Faicel email: faicel.chamroukhi@unicaen.fr orcid: https://orcid.org/0000-0002-5894-3103 - family-names: Lecocq given-names: Florian email: florian.lecocq@outlook.com - family-names: Bartcus given-names: Marius email: marius.bartcus@gmail.com preferred-citation: type: manual title: 'flamingos: Functional Latent Data Models for Clustering Heterogeneous Curves (''FLaMingos'')' authors: - family-names: Chamroukhi given-names: F. - family-names: Lecocq given-names: F. - family-names: Bartcus given-names: M. year: '2019' notes: R package version 0.1.0.9000 url: https://github.com/fchamroukhi/FLaMingos repository: https://fchamroukhi.r-universe.dev repository-code: https://github.com/fchamroukhi/FLaMingos commit: 1290eadb3b1ba3e5eceebdc84166ef325574e36a url: https://github.com/fchamroukhi/FLaMingos contact: - family-names: Lecocq given-names: Florian email: florian.lecocq@outlook.com references: - type: article title: Model-Based Clustering and Classification of Functional Data authors: - family-names: Chamroukhi given-names: F. - family-names: Nguyen given-names: Hien D. journal: 'Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery' year: '2019' url: https://chamroukhi.com/papers/MBCC-FDA.pdf doi: 10.1002/widm.1298 - type: article title: Unsupervised learning of regression mixture models with unknown number of components authors: - family-names: Chamroukhi given-names: F. journal: Journal of Statistical Computation and Simulation volume: '86' year: '2016' publisher: name: Taylor & Francis Online url: https://chamroukhi.com/papers/Chamroukhi-JSCS-2015.pdf start: '2308' end: '2334' - type: article title: Piecewise Regression Mixture for Simultaneous Functional Data Clustering and Optimal Segmentation authors: - family-names: Chamroukhi given-names: F. journal: Journal of Classification volume: '33' issue: '3' year: '2016' url: https://chamroukhi.com/papers/Chamroukhi-PWRM-JournalClassif-2016.pdf start: '374' end: '411' - type: thesis title: Statistical learning of latent data models for complex data analysis authors: - family-names: Chamroukhi given-names: F. institution: name: Universit'e de Toulon year: '2015' thesis-type: PhD Thesis - type: article title: Model-based functional mixture discriminant analysis with hidden process regression for curve classification authors: - family-names: Chamroukhi given-names: F. - family-names: Glotin given-names: H. - family-names: Sam\'e given-names: A. journal: Neurocomputing year: '2013' volume: '112' start: '153' end: '163' - type: conference-paper title: Mixture model-based functional discriminant analysis for curve classification authors: - family-names: Chamroukhi given-names: F. - family-names: Glotin given-names: H. collection-title: Proceedings of the International Joint Conference on Neural Networks (IJCNN), IEEE collection-type: proceedings year: '2012' url: https://chamroukhi.com/papers/Chamroukhi-ijcnn-2012.pdf start: '1' end: '8' conference: name: Proceedings of the International Joint Conference on Neural Networks (IJCNN), IEEE address: Brisbane, Australia - type: article title: Model-based clustering and segmentation of time series with changes in regime authors: - family-names: Sam\'e given-names: A. - family-names: Chamroukhi given-names: F. - family-names: Govaert given-names: G. - family-names: Aknin given-names: P. journal: Advances in Data Analysis and Classification publisher: name: Springer Berlin / Heidelberg year: '2011' volume: '5' start: '301' end: '321' - type: conference-paper title: Model-based clustering with Hidden Markov Model regression for time series with regime changes authors: - family-names: Chamroukhi given-names: F. - family-names: Sam\'e given-names: A. - family-names: Aknin given-names: P. - family-names: Govaert given-names: G. collection-title: Proceedings of the International Joint Conference on Neural Networks (IJCNN), IEEE collection-type: proceedings year: '2011' month: '7' url: https://chamroukhi.com/papers/Chamroukhi-ijcnn-2011.pdf start: '2814' end: '2821' conference: name: Proceedings of the International Joint Conference on Neural Networks (IJCNN), IEEE - type: article title: A hidden process regression model for functional data description. Application to curve discrimination authors: - family-names: Chamroukhi given-names: F. - family-names: Sam\'e given-names: A. - family-names: Govaert given-names: G. - family-names: Aknin given-names: P. journal: Neurocomputing year: '2010' volume: '73' issue: 7-9 url: https://chamroukhi.com/papers/chamroukhi_neucomp_2010.pdf start: '1210' end: '1221' - type: thesis title: Hidden process regression for curve modeling, classification and tracking authors: - family-names: Chamroukhi given-names: F. institution: name: Universit'e de Technologie de Compi`egne year: '2010' url: https://chamroukhi.com/papers/FChamroukhi-Thesis.pdf thesis-type: PhD Thesis