No- Those are metric and only that size will work. Regular tires WILL NOT FIT. Those wheels are 15.3" in diameter.
Throw them away and pick up a set of cheap E34 15" bottlecaps. You should be able to find some for cheap with tires already mounted. Check the Roadfly classifieds.