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As was stated, officially you can but it can cause problems.
If you want to run Visual Studio 2012, I think the safest way is to use the free WMWare VMplayer and install Windows 8 on it then install Visual Studio 2012 there. You need at least 4 GB of RAM but runs better with 8 GB or more. That's what I do anyway.