There are also min-vans plying this route, ~ 150 THB. In theory one could make this tranfer via rail but I'd leave at least a full day for that!

I think the bus route number is 554 @ 35 THB; agree six hours should be sufficient under normal circumstances. These buses are standard city buses so not lugagge friendly. You'll also have to traverse the airport transportation center.