For his Master's thesis, Matteo Balliauw started working on automatically generating piano fingerings, supervised by dr. Dorien Herremans and dr. Daniel Palhazi Cuervo at the University of Antwerp. His initial work was published at MCM 2015 in London and presented by Dorien Herremans.