Mine was cone shaped too. When you finish making the cone shaped rose just take a pair of very sharp scissors and cut the tip off. Then add some more duct tape to the now flat base to make it smoother and strengthen it. During this last step you can also add metal wire, elastics, hair pin or whatever you want to stick to your rose.
Hope it is clear!