Go into: control panel, make sure you are in "All Control Panel Items"
Then into: Notification Area Icons
There you will be able to modify the actions of the icons
Most will give you the option of 1)Show Icons and Notifications, 2) Hide Icons and Notifications or 3) Show only Notifications
You'll want option 2 or 3