There is also a filer you can apply in the upper left corner just above the 'Search' option that @deanr_me described called 'Show Managed Domains'
This will only show you the domains you have setup with a username and password.
Things like 'WORKGROUP' have a tendency to keep coming back if you have machines that are not in your primary domain. So this filter is a nice alternative.