Bischl B, Lang M, Kotthoff L, Schiffner J, Richter J, Studerus E, Casalicchio G, Jones Z (2016). “mlr: Machine Learning in R.” Journal of Machine Learning Research, 17(170), 1-5. https://jmlr.org/papers/v17/15-066.html.

Lang M, Kotthaus H, Marwedel P, Weihs C, Rahnenfuehrer J, Bischl B (2014). “Automatic model selection for high-dimensional survival analysis.” Journal of Statistical Computation and Simulation, 85(1), 62-76.

Bischl B, Kuehn T, Szepannek G (2016). “On Class Imbalance Correction for Classification Algorithms in Credit Scoring.” In Operations Research Proceedings 2014, 37-43. Springer.

Bischl B, Richter J, Bossek J, Horn D, Thomas J, Lang M (2017). “mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions.” arXiv preprint arXiv:1703.03373.

Probst P, Au Q, Casalicchio G, Stachl C, Bischl B (2017). “Multilabel Classification with R Package mlr.” arXiv preprint arXiv:1703.08991.

Casalicchio G, Bossek J, Lang M, Kirchhoff D, Kerschke P, Hofner B, Seibold H, Vanschoren J, Bischl B (2017). “OpenML: An R package to connect to the machine learning platform OpenML.” Computational Statistics, 1-15.

Corresponding BibTeX entries:

  @Article{mlr,
    title = {{mlr}: Machine Learning in R},
    author = {Bernd Bischl and Michel Lang and Lars Kotthoff and Julia
      Schiffner and Jakob Richter and Erich Studerus and Giuseppe
      Casalicchio and Zachary M. Jones},
    journal = {Journal of Machine Learning Research},
    year = {2016},
    volume = {17},
    number = {170},
    pages = {1-5},
    url = {https://jmlr.org/papers/v17/15-066.html},
  }

  @Article{automatic,
    title = {Automatic model selection for high-dimensional survival
      analysis},
    author = {Michel Lang and Helena Kotthaus and Peter Marwedel and
      Claus Weihs and Joerg Rahnenfuehrer and Bernd Bischl},
    journal = {Journal of Statistical Computation and Simulation},
    year = {2014},
    volume = {85},
    number = {1},
    pages = {62-76},
    publisher = {Taylor & Francis},
  }

  @InCollection{bischl2016class,
    title = {On Class Imbalance Correction for Classification
      Algorithms in Credit Scoring},
    author = {Bernd Bischl and Tobias Kuehn and Gero Szepannek},
    booktitle = {Operations Research Proceedings 2014},
    pages = {37-43},
    year = {2016},
    publisher = {Springer},
  }

  @Article{mlrmbo,
    title = {mlrMBO: A Modular Framework for Model-Based Optimization
      of Expensive Black-Box Functions},
    author = {Bernd Bischl and Jakob Richter and Jakob Bossek and
      Daniel Horn and Janek Thomas and Michel Lang},
    journal = {arXiv preprint arXiv:1703.03373},
    year = {2017},
  }

  @Article{multilabel,
    title = {Multilabel Classification with R Package mlr},
    author = {Philipp Probst and Quay Au and Giuseppe Casalicchio and
      Clemens Stachl and Bernd Bischl},
    journal = {arXiv preprint arXiv:1703.08991},
    year = {2017},
  }

  @Article{openml,
    title = {OpenML: An R package to connect to the machine learning
      platform OpenML},
    author = {Giuseppe Casalicchio and Jakob Bossek and Michel Lang and
      Dominik Kirchhoff and Pascal Kerschke and Benjamin Hofner and
      Heidi Seibold and Joaquin Vanschoren and Bernd Bischl},
    journal = {Computational Statistics},
    pages = {1-15},
    year = {2017},
    publisher = {Springer},
  }