This also works, but if you would like to find the app quickly, you can follow the same procedure and instead of clicking 'move', click 'maximize'. Hope this helps someone out there!
But what do you do when "Maximize" is not an option? The program I'm using is Secure Eraser, which recently has gone off screen. This is applicable for any program I suppose.
I think this was mentioned also in the thread somewhere. If not this thread, it's an FAQ from older versions of windows.