Domain Classification

Miranda Mowbray (Inventor), Josiah Hagen (Inventor)

Research output: Patent

Abstract

In one example in accordance with the present disclosure , a method for domain classification includes sorting a set of sample domains into leaves based on syntactical features of the domains . Each sample domain belongs to a family of domains . The method also includes identifying , for each leaf , a regular expression for each family with at least one domain in the leaf . The method also includes determining , for each leaf , at least one lobe with a set of domains in the leaf that matches the regular expression for a first family
with at least one domain in the leaf , and that does not match the regular expression for the other families with at least one domain in the leaf . The method also includes creating a classifier for the domains in each lobe by using the set of domains from each family in the lobe as training classes for machine learning .
Original languageEnglish
Priority date31/08/15
Filing date8/02/18
Publication statusPublished - 14 Jun 2018

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    Mowbray, M., & Hagen, J. (2018). Domain Classification.