The Search box is a specialized search that searches in multiple fields like Ticket Id, title etc. for the default view. It may not be applicable in all contexts.
When you are looking at the saved filter results, you can click Advanced Search again and add additional filter conditions and hit Apply without saving the results. This gives you the ability to work within the result set and filter down further.