Currently, there is no built in functionality to identify event attendees whose tickets were cancelled either with or without a refund. When tickets are cancelled, an interaction is not recorded to the database. Because no interaction exists, there's no way for a report or query to identify these constituents. 

If you would like to submit a product enhancement request, please comment within the Idea Portal.