Certainly. It was a part of the Roman Empire, state language is French, and most money flows from France. Its apity, that geographically its Africa. I propose to rename Northern Africa the Special European Economical Interest Area.
Israel, Georgia, Armenia and Azerbaijan (and now even Australia!) participate in the Eurovision Song Contest. So I guess the concept of Europe is flexible enough to allow for that.