Especially is an adverb:
特に
so add it to the verb.
I cannot be 100%, so wait for someone better than me before you take this for definite:
長崎県と大分県と佐賀県へを特に行きたい.
I think you also forgot を in yours...
As for having a better way to say it, I haven't a clue.