14 citations · 43 across the 10 of their papers we have counts for
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cs.LG2021★ 2 cited
Evaluating categorical encoding methods on a real credit card fraud detection database
François de la Bourdonnaye, Fabrice Daniel
Correctly dealing with categorical data in a supervised learning context is still a major issue. Furthermore, though some machine learning methods embody builtin methods to deal wi…
cs.LG2021★ 2 cited
Bayesian and Dempster-Shafer models for combining multiple sources of evidence in a fraud detection system
Fabrice Daniel
Combining evidence from different sources can be achieved with Bayesian or Dempster-Shafer methods. The first requires an estimate of the priors and likelihoods while the second on…