The main objective of this project was to design, implement and evaluate new methods for performing pattern learning on structured data represented as graphs...
We perform an experimental comparison of the graph-based multi-relational data mining system, Subdue, and the inductive logic programming system, CProgol, on...
The goal of this paper is to generate insights about the differences between graph-based and logic-based approaches to multi-relational data mining by...
texas univ at arlington dept of computer science engineering, 2005
Much of current data mining research is focused on discovering sets of attributes that discriminate data entities into classes, such as shopping trends for a...
texas univ at arlington dept of computer science engineering, 2005
A majority of the existing algorithms which mine graph datasets target complete, frequent sub-graph discovery. We describe the graph-based data mining system...
texas univ at arlington dept of computer science engineering, 2005
Much of current data mining research is focused on discovering sets of attributes that discriminate data entities into classes, such as shopping trends for a...
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