To cite mvs/staplr in publications use:

van Loon W, Fokkema M, Szabo B, de Rooij M (2020). “Stacked penalized logistic regression for selecting views in multi-view learning.” Information Fusion, 61, 113-123. doi:10.1016/j.inffus.2020.03.007.

To cite hierarchical mvs/staplr in publications also use:

van Loon W, de Vos F, Fokkema M, Szabo B, Koini M, Schmidt R, de Rooij M (2022). “Analyzing hierarchical multi-view MRI data with StaPLR: an application to Alzheimer's disease classification.” Frontiers in Neuroscience, 16, 830630. doi:10.3389/fnins.2022.830630.

For meta-level missing value imputation please cite:

van Loon W, Fokkema M, de Vos F, Koini M, Schmidt R, de Rooij M (2024). “Imputation of missing values in multi-view data.” Information Fusion, 111, 102524. doi:10.1016/j.inffus.2024.102524.

Corresponding BibTeX entries:

  @Article{,
    title = {Stacked penalized logistic regression for selecting views
      in multi-view learning},
    author = {Wouter {van Loon} and Marjolein Fokkema and Botond Szabo
      and Mark {de Rooij}},
    journal = {Information Fusion},
    year = {2020},
    volume = {61},
    pages = {113-123},
    doi = {10.1016/j.inffus.2020.03.007},
  }

  @Article{,
    title = {Analyzing hierarchical multi-view {MRI} data with
      {StaPLR}: an application to {A}lzheimer's disease
      classification},
    author = {Wouter {van Loon} and Frank {de Vos} and Marjolein
      Fokkema and Botond Szabo and Marisa Koini and Reinhold Schmidt
      and Mark {de Rooij}},
    journal = {Frontiers in Neuroscience},
    year = {2022},
    volume = {16},
    pages = {830630},
    doi = {10.3389/fnins.2022.830630},
  }

  @Article{,
    title = {Imputation of missing values in multi-view data},
    author = {Wouter {van Loon} and Marjolein Fokkema and Frank {de
      Vos} and Marisa Koini and Reinhold Schmidt and Mark {de Rooij}},
    journal = {Information Fusion},
    year = {2024},
    volume = {111},
    pages = {102524},
    doi = {10.1016/j.inffus.2024.102524},
  }