Tags are not hierarchical. You can set up wildcard searches to produce questions across similar tags... But this is more useful as a way to search/watch questions in related tags: making wildcards necessary to find all questions that fall in the domain of a single tag defeats the purpose of having that tag.
What you can't do is remove a relevant tag from all the questions you don't want to see. If you see this happening again, flag for moderator attention.