Multicriteria assignment method PROAFTN: Methodology and medical application

Multicriteria assignment method PROAFTN: Methodology and medical application

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Article ID: iaor20011449
Country: Netherlands
Volume: 125
Issue: 1
Start Page Number: 175
End Page Number: 183
Publication Date: Aug 2000
Journal: European Journal of Operational Research
Authors:
Keywords: medicine
Abstract:

This paper presents a new fuzzy multicriteria classification method, called PROAFTN, for assigning alternatives to predefined categories. This method belongs to the class of supervised learning algorithms and enables us to determine the fuzzy indifference relations by generalising the indices (concordance and discordance) used in the ELECTRE III method. Then, it assigns the fuzzy belonging degree of the alternatives to the categories. We also present a clinical application of the proposed method in the cytopathological diagnosis of acute leukaemia.

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