I Was a Teenage Werewolf by The Cramps is great.
Bad Moon Rising by Creedence Clearwater Revival was used for the transformation scene in An American Werewolf in London, so I always associate it with that.
Edit: I didn't know the song Wolfman, but now it's on my Halloween playlist. :)