Unknown moving objects
Converting comment to community wiki

Possibilities:


Aircraft lights (but only if non-blinking); 
genuine satellites/old launch stages not in the database; 
random ("sporadic") meteors not part of an established shower; 
birds (yes, sometimes light-coloured migrating birds reflect city light from their bellies).