# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "samurais" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'samurais: Statistical Models for the Unsupervised Segmentation of Time-Series
  (''SaMUraiS'')'
version: 0.1.0
identifiers:
- type: doi
  value: 10.32614/CRAN.package.samurais
abstract: 'Provides a variety of original and flexible user-friendly statistical latent
  variable models and unsupervised learning algorithms to segment and represent time-series
  data (univariate or multivariate), and more generally, longitudinal data, which
  include regime changes. ''samurais'' is built upon the following packages, each
  of them is an autonomous time-series segmentation approach: Regression with Hidden
  Logistic Process (''RHLP''), Hidden Markov Model Regression (''HMMR''), Multivariate
  ''RHLP'' (''MRHLP''), Multivariate ''HMMR'' (''MHMMR''), Piece-Wise regression (''PWR'').
  For the advantages/differences of each of them, the user is referred to our mentioned
  paper references.'
authors:
- family-names: Chamroukhi
  given-names: Faicel
  email: faicel.chamroukhi@unicaen.fr
  orcid: https://orcid.org/0000-0002-5894-3103
- family-names: Bartcus
  given-names: Marius
  email: marius.bartcus@gmail.com
- family-names: Lecocq
  given-names: Florian
  email: florian.lecocq@outlook.com
preferred-citation:
  type: manual
  title: 'samurais: Statistical Models for the Unsupervised segmentatIon of Time-Series
    (SaMUraiS)'
  authors:
  - family-names: Chamroukhi
    given-names: F.
  - family-names: Bartcus
    given-names: M.
  - family-names: Lecocq
    given-names: F.
  year: '2019'
  notes: R package version 0.1.0
  url: https://github.com/fchamroukhi/SaMUraiS
repository: https://CRAN.R-project.org/package=samurais
repository-code: https://github.com/fchamroukhi/SaMUraiS
url: https://github.com/fchamroukhi/SaMUraiS
date-released: '2019-07-28'
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: 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: Joint segmentation of multivariate time series with hidden process regression
    for human activity recognition
  authors:
  - family-names: Chamroukhi
    given-names: F.
  - family-names: Trabelsi
    given-names: D.
  - family-names: Mohammed
    given-names: S.
  - family-names: Oukhellou
    given-names: L.
  - family-names: Amirat
    given-names: Y.
  journal: Neurocomputing
  year: '2013'
  volume: '120'
  publisher:
    name: Elsevier
  url: https://chamroukhi.com/papers/chamroukhi_et_al_neucomp2013b.pdf
  start: '633'
  end: '644'
- type: article
  title: An unsupervised approach for automatic activity recognition based on Hidden
    Markov Model Regression
  authors:
  - family-names: Trabelsi
    given-names: D.
  - family-names: Mohammed
    given-names: S.
  - family-names: Chamroukhi
    given-names: F.
  - family-names: Oukhellou
    given-names: L.
  - family-names: Amirat
    given-names: Y.
  journal: IEEE Transactions on Automation Science and Engineering
  year: '2013'
  volume: '3'
  issue: '10'
  url: https://chamroukhi.com/papers/Chamroukhi-MHMMR-IeeeTase.pdf
  start: '829'
  end: '335'
- 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
- 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: article
  title: Time series modeling by a regression approach based on a latent process
  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: Neural Networks
  publisher:
    name: Elsevier Science Ltd.
  year: '2009'
  volume: '22'
  issue: 5-6
  url: https://chamroukhi.com/papers/Chamroukhi_Neural_Networks_2009.pdf
  start: '593'
  end: '602'