The mini-boss is a tough enemy that appears in a dungeon, generally midway through the dungeon, that you must defeat. When you have defeated the mini-boss you are rewarded with an item which is often the dungeon item eg. the Boomerang.
The Dark Nut Mini-boss from the Temple of Time in Twilight Princess.