Hiss at them. Or whatever you might call that open-beaked, from the throat sound they make as a warning or challenge noise.

In other words, you gotta speak their language. Next time they chase you, listen instead of flee. Then, the time after that, on your approach, make the same noise at them first.

Seems to work for me.

@ Buglady: This doesn't work on peds.