I get a little fray, after I have cut my fabric, but, I assume that to be normal and go about doing my projects. I have never expeirience what you speak of and hope I never do.
I agree with the others to maybe use some spray starch or sizing and see if that helps. I would also contact Joanne's as well as the fabric manufacuter.