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Towards Replication in Computational Cognitive Modeling: a Machine Learning Perspective
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References

  • 2017A manifesto for reproducible science3,692 cited
  • 2016Jupyter Notebooks – a publishing format for reproducible computational workflows3,191 cited
  • 2019Model Cards for Model Reporting3,049 cited
  • 2011Reproducible Research in Computational Science1,484 cited
  • 2012Editors’ Introduction to the Special Section on Replicability in Psychological Science1,321 cited
  • 2018Artificial intelligence faces reproducibility crisis567 cited
  • 1995WaveLab and Reproducible Research551 cited
  • 2012The case for open computer programs537 cited
  • 2016Enhancing reproducibility for computational methods422 cited
  • 2018State of the Art: Reproducibility in Artificial Intelligence305 cited
  • 2019A Large-Scale Study About Quality and Reproducibility of Jupyter Notebooks264 cited
  • 1992Electronic documents give reproducible research a new meaning224 cited
  • 2015Registered Reports: Realigning incentives in scientific publishing173 cited
  • 2018Mapping the universe of registered reports147 cited
  • 2019Robust Modeling in Cognitive Science135 cited
  • 2013SIAM: “Setting the Default to Reproducible” in Computational Science Research

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