Um yeah, I would not have ridden that horse after the first incident. You are lucky that neither one of you got hurt this time around. Get this behavior corrected ASAP before you even think about riding this horse again.
Oh and I'm not aware of the other thread, sorry if I am repeating something that has already been said. Linky though.