A note on characteristic combination patterns about how to combine objects in object-oriented rough set models

Authors:
Yasuo Kudo;Tetsuya Murai
Affiliations:
Dept. of Computer Science and Systems Eng., Muroran Institute of Technology, Muroran, Japan;Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan
Venue:
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Year:
2008

Citing 3
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Abstract

We propose a concept of characteristic combination patterns to treat characteristics about how to combine objects in the object-oriented rough set model proposed by the authors. The object-oriented rough set model treats semi-structured data in the framework of rough sets by using structural hierarchies among objects, and semi-structured decision rules represent structural characteristics among objects, which enable us to capture what to combine objects. However, it is generally difficult to capture characteristics about how to combine objects by semi-structured decision rules. Thus, in this paper, we consider to capture how to combine objects by characteristic combination patterns.