Make a checklist in advance for all the items which you would be carrying during the bus journey. Check this list prior to leaving your home to make sure that you have not missed any item.
Count your bags before boarding the bus and remember it. Count them again before you leave the bus.
Keep one bag under your leg space for better safety.