1. Go the the Start menu, and click on Run.
2. Type gpedit.msc
3. Now go to User Configuration, Administrative Templates, Windows Components, and click on Windows Explorer.
4. In here, you'll see the option Remove Shared Documents from My Computer. Double click on that, tick Enabled, and click OK. And that's all