Simple, for one the ITU region assignment, there's a bunch of other countries in Africa and Asia that are in the European Broacasting Area and thus eligible to join the EBU.

The other thing more applies to other sports like soccer, most Arab countries (but especially Iran) will not accept having to work with Israel because it would require them to accept Israel as a legitimate country.