Ubuntu: Turn off changing workspace with mouse wheel

I found the changing with the workspace with the mouse wheel really annoying. To disable it go to System → Preferences → CompizConfig (available if the compizconfig-settings-manager package is installed) and uncheck "Viewport Switcher" which is under the "Desktop" heading.