Open a command prompt in your project directory and run the command below: I was targeting Windows Server 2008, R2 which meant i needed to publish win7-圆4.
On your local PC, Determine which version to publish based on your server. Below are the steps in a more abbreviated form: Note, that I did not want to install the 'Runtime' on the web server, but rather deploy all the necessary files as a stand alone app.