# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "mvs" in publications use:'
type: software
license: GPL-2.0-only
title: 'mvs: Methods for High-Dimensional Multi-View Learning'
version: 2.1.0
doi: 10.1016/j.inffus.2020.03.007
identifiers:
- type: doi
  value: 10.32614/CRAN.package.mvs
abstract: Methods for high-dimensional multi-view learning based on the multi-view
  stacking (MVS) framework. For technical details on the MVS and stacked penalized
  logistic regression (StaPLR) methods see Van Loon, Fokkema, Szabo, & De Rooij (2020)
  <https://doi.org/10.1016/j.inffus.2020.03.007> and Van Loon et al. (2022) <https://doi.org/10.3389/fnins.2022.830630>.
authors:
- family-names: Loon
  given-names: Wouter
  name-particle: van
  email: w.s.van.loon@fsw.leidenuniv.nl
preferred-citation:
  type: article
  title: Stacked penalized logistic regression for selecting views in multi-view learning
  authors:
  - family-names: Loon
    given-names: Wouter
    name-particle: van
    email: w.s.van.loon@fsw.leidenuniv.nl
  - family-names: Fokkema
    given-names: Marjolein
  - family-names: Szabo
    given-names: Botond
  - family-names: Rooij
    given-names: Mark
    name-particle: de
  journal: Information Fusion
  year: '2020'
  volume: '61'
  doi: 10.1016/j.inffus.2020.03.007
  start: 113-123
repository: https://marjoleinf.r-universe.dev
commit: dc383ff31eea98b2c3de3ecccfcda622934b0b47
date-released: '2025-04-15'
contact:
- family-names: Loon
  given-names: Wouter
  name-particle: van
  email: w.s.van.loon@fsw.leidenuniv.nl
references:
- type: article
  title: 'Analyzing hierarchical multi-view MRI data with StaPLR: an application to
    Alzheimer''s disease classification'
  authors:
  - family-names: Loon
    given-names: Wouter
    name-particle: van
  - family-names: Vos
    given-names: Frank
    name-particle: de
  - family-names: Fokkema
    given-names: Marjolein
  - family-names: Szabo
    given-names: Botond
  - family-names: Koini
    given-names: Marisa
  - family-names: Schmidt
    given-names: Reinhold
  - family-names: Rooij
    given-names: Mark
    name-particle: de
  journal: Frontiers in Neuroscience
  year: '2022'
  volume: '16'
  doi: 10.3389/fnins.2022.830630
  start: '830630'
- type: article
  title: Imputation of missing values in multi-view data
  authors:
  - family-names: Loon
    given-names: Wouter
    name-particle: van
  - family-names: Fokkema
    given-names: Marjolein
  - family-names: Vos
    given-names: Frank
    name-particle: de
  - family-names: Koini
    given-names: Marisa
  - family-names: Schmidt
    given-names: Reinhold
  - family-names: Rooij
    given-names: Mark
    name-particle: de
  journal: Information Fusion
  year: '2024'
  volume: '111'
  doi: 10.1016/j.inffus.2024.102524
  start: '102524'