Green Light Optimal Speed Advisory (GLOSA) systems have been shown to be able to reduce both CO2 emissions and fuel consumption by giving drivers speed recommendations when approaching a traffic light. For the system to reach its maximum potential, it is necessary to properly predict all different types of traffic lights, that is, also adaptive traffic lights where signals may change with lead times as short as 1 second.