I believe so, yes (right-clicked the sub-web in IIS, and on the Directory tab, clicked 'Create' next to the Application name field. Does it have it have to actually be called 'IIS-Application'? (I just called it 'aju')
We don't have VS2005, unfortunately.
GenNS