A KDD process for discrimination discovery

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TitleA KDD process for discrimination discovery
Publication TypeConference Paper
Year of Publication2016
AuthorsRuggieri, S, Turini, F
Conference NameJoint European Conference on Machine Learning and Knowledge Discovery in Databases
PublisherSpringer International Publishing
AbstractThe acceptance of analytical methods for discrimination discovery by practitioners and legal scholars can be only achieved if the data mining and machine learning communities will be able to provide case studies, methodological refinements, and the consolidation of a KDD process. We summarize here an approach along these directions.