I've created an Ubuntu 14.10 USB image that will work with both 32-bit and 64-bit boot loaders. Just download the image from here (update: this post has been superseded - see my website and/or blog for latest versions) and uncompress it, then write it to a USB (8GB minimum) using either "Rufus" (in Windows) or "dd" (in Linux). Next plug the USB into your Intel Mini PC and after booting into BIOS go to menu Save & Exit and select UEFI: USB device for Boot Override".
The first boot will resize the file system on the USB and then reboot - so make sure this is the only USB storage device connected during the initial boot. As a result the first boot is rather slow so be patient and let it complete. When the device reboots it will boot to the default you have currently set. To boot into Ubuntu on the USB you will have to select "UEFI: USB device" boot override from the BIOS each time unless you change your boot order defaults. As usual the username is linuxium and the password is p.
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