Frequent Pattern Mining in a Design Supporting System

Abstract

This paper deals with reasoning about designs using frequent pattern mining methods. It also describes a prototype system supporting design and reasoning, where graph theory is applied to the computational process. Searching a large database of solutions for frequently occurring patterns allows us both to retrieve solutions of similar design tasks and to evaluate newly created innovative solutions.

Using Structural Similarity to Classify Tests in Mutation Testing

“…One of them is based on using frequently occurring subgraphs to compare graphs. It has been researched mainly in the domain of bioinformatics and chemistry [2,15,18,36,40]. The second approach uses so called vector space embedding of graphs consisting in transforming graphs into vectors [4,31,32,33].…”