Development of accident prediction models for pedestrian crossings Piotr Olszewski, Beata Osińska, Piotr Szagała and Paweł Włodarek MATEC Web Conf., 231 (2018) 03002 Published online: 16 November 2018 DOI: 10.1051/matecconf/201823103002