AFAIK, the web publishing wizard (like the one shown in the link you provided) is available only for web application projects, not website projects, while the screenshot in the original question is a tool provided in Visual Studio for publishing websites. In my case, I found it useful to convert the website project into a web application project as suggested here and explained in detail in LearnAsp4.com. Hope this helps someone :).
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