paper.bib

@Article{DALEX,
  title = {DALEX: Explainers for Complex Predictive Models in {R}},
  author = {Przemyslaw Biecek},
  archivePrefix = "arXiv",
  journal = {Journal of Machine Learning Research},
  year = {2018},
  volume = {19},
  pages = {1-5},
  number = {84},
  url = {http://jmlr.org/papers/v19/18-416.html},
}

@Book{PM_VEE,
  author = {Przemyslaw Biecek and Tomasz Burzykowski},
  title = {Predictive Models: Visual Exploration, Explanation and Debugging},
  year = 2019,
  url = {https://pbiecek.github.io/PM_VEE/},
  urldate = {2019-04-14}
}

@Article{Archivist,
  title = {{archivist}: An {R} Package for Managing, Recording and Restoring Data Analysis Results},
  author = {Przemyslaw Biecek and Marcin Kosinski},
  archivePrefix = "arXiv",
  journal = {Journal of Statistical Software},
  year = {2017},
  volume = {82},
  number = {11},
  pages = {1--28},
  doi = {10.18637/jss.v082.i11},
}

@Manual{Drifter,
  title = {{drifter}: Concept Drift and Concept Shift Detection for Predictive Models},
  author = {Przemyslaw Biecek},
  year = {2019},
  note = {R package version 0.1},
  url = {https://ModelOriented.github.io/drifter/},
}

@Manual{Auditor,
  title = {{auditor}: Model Audit - Verification, Validation, and Error Analysis},
  author = {Alicja Gosiewska and Przemyslaw Biecek},
  year = {2018},
  note = {R package version 0.3.1},
  url = {https://CRAN.R-project.org/package=auditor},
}

@Manual{R,
  title = {R: A Language and Environment for Statistical Computing},
  author = {{R Core Team}},
  organization = {R Foundation for Statistical Computing},
  address = {Vienna, Austria},
  year = {2018},
  url = {https://www.R-project.org/},
}

@online{DrWhy,
  author = {MI2DataLab @ Warsaw University of Technology},
  title = {DrWhy: collection of tools for Explainable {AI (XAI)}},
  year = 2018,
  url = {http://www.drwhy.ai/},
  urldate = {2019-04-14}
}

@Manual{pkgdown,
  title = {{pkgdown}: Make Static {HTML} Documentation for a Package},
  author = {Hadley Wickham and Jay Hesselberth},
  year = {2018},
  note = {R package version 1.3.0},
  url = {https://CRAN.R-project.org/package=pkgdown},
}
 
@Manual{whisker,
  title = {{whisker}: mustache for {R}, logicless templating},
  author = {Edwin {de Jonge}},
  year = {2013},
  note = {R package version 0.3-2},
  url = {https://CRAN.R-project.org/package=whisker},
}

@Book{ggplot2,
  author = {Hadley Wickham},
  title = {ggplot2: Elegant Graphics for Data Analysis},
  publisher = {Springer-Verlag New York},
  year = {2016},
  isbn = {978-3-319-24277-4},
  url = {http://ggplot2.org},
}

@Manual{svg,
  title = {{svglite}: An {'SVG'} Graphics Device},
  author = {Hadley Wickham and Lionel Henry and T Jake Luciani and Matthieu Decorde and Vaudor Lise},
  year = {2017},
  note = {R package version 1.2.1},
  url = {https://CRAN.R-project.org/package=svglite},
}