A machine learning approach to infer on-street parking occupancy based on parking meter transactions. - Jonas Sonntag; Lars Schmidt-Thieme (ITSC, 2020)

Predicting Parking Availability from Mobile Payment Transactions with Positive Unlabeled Learning. - Jonas Sonntag; Michael Engel; Lars Schmidt-Thieme (AAAI, 2021)

Positive-Unlabeled Domain Adaptation. - Jonas Sonntag; Gunnar Behrens; Lars Schmidt-Thieme (DSAA, 2022)

Enabling Smart Parking Services with Machine Learning. - Jonas Sonntag (2022)