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Pattern Trees: An effective Machine Learning Approach

Huang, Zhiheng; Nikravesh, Masoud; Gedeon, Tamas (Tom); Azvine, Ben

Description

Fuzzy classification is one of the most important applications of fuzzy logic. Its goal is to find a set of fuzzy rules which describe classification problems. Most of the existing fuzzy rule induction methods (e.g., the fuzzy decision trees induction method) focus on searching rules consisting of t-norms (i.e., AND) only, but not t-conorms (OR) explicitly. This may lead to the omission of generating important rules which involve t-conorms explicitly. This paper proposes a type of tree termed...[Show more]

CollectionsANU Research Publications
Date published: 2008
Type: Book chapter
URI: http://hdl.handle.net/1885/39475
DOI: 10.1007/978-3-540-73185-6_22

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