A hand-and-a-half weapon is one that can be used in either a one-handed or two-handed fashion. Although this gives them great versatility, these weapons cannot be dual wielded like standard one-handed weapons, and they can't perform power attacks like fully two-handed weapons.
Use your One-Handed skill to attack with a medium weapon in one hand, or Two-Handed to attack with both hands.