Of course, these links depend on what you have choosen in your setup.
If you want your site to be available just on www.mydomain.com/ you should move the files of your eZP installation from www.mydomain.com/ezpublish/ to www.mydomain.com/
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Nothing is impossible. Not if you can imagine it!