Theorize with data using rough sets

Abstract

In this paper we study the granular structure of data in the language of rough set theory. It is shown that the granularity of data can be represented in a form of a flow graph, and the relationship between granules obeys Bayes' theorem. This leads to a new method of data analysis. This paper is dedicated to the renowned Sherlock Holmes for his mastery in theorizing about data.