It seems that when I import posts from another blog, the posts don't show up in the feed. However, when I publish a new post in the blog then that post is showing up in the feed but not the other imported posts.
It could be a bug in WordPress or the WordPress-Importer plugin I used to import them.
Any ideas how to solve this issue?
The issue is discussed even here.