Data Smells: Categories, Causes and Consequences, and Detection of Suspicious Data in AI-based Systems

Harald Foidl, Michael Felderer, Rudolf Ramler

High data quality is fundamental for today's AI-based systems. However, although data quality has been an object of research for decades, there is a clear lack of research on poten…