The accuracy versus interpretability trade-off in fraud detection model

Like a hydra, fraudsters adapt and circumvent increasingly sophisticated barriers erected by public or private institutions. Among these institutions, banks must quickly take measures to avoid losses while guaranteeing the satisfaction of law-abiding customers. Facing an expanding flow of operations...

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Bibliographic Details
Main Authors: Anna Nesvijevskaia, Sophie Ouillade, Pauline Guilmin, Jean-Daniel Zucker
Format: Article
Language:English
Published: Cambridge University Press 2021-01-01
Series:Data & Policy
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S2632324921000031/type/journal_article