Never experienced that Internet Explorer has other mode other than full screen, yes there is one more option for Kiosk and that called Kiosk Mode. This can not be find the the menu navigation, so here is the quick guide.
To start Internet Explorer in Kiosk mode, click Start, click Run, type the following command in the Open box, and then click OK
iexplore -k pageso
for example :
iexplore -k http://www.yahoo.com
Chrome user can click here to download the plugin from the chrome store to run in Kiosk mode.
This is really helpful for Kiosk based development and even for display the running information. Very good article on this by Microsoft: https://support.microsoft.com/en-us/kb/154780