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A Similarity Measure Between Patterns with Nonindependent Attributes

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3 Author(s)
Ito, Tetsuro ; University of Library and Information Science, Ibaraki-ken 305, Japan. ; Kodama, Yoshifumi ; Toyoda, Junichi

A generalized version of a set-theoretical measure for obtaining similarities between patterns with nonindependent attributes is presented. The dependence here is given by the pairwise correlation. Since the proposed measure needs no assumption of attribute independence, the resulting similarity values can reflect directly the relationships between the attributes.

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Pattern Analysis and Machine Intelligence, IEEE Transactions on  (Volume:PAMI-6 ,  Issue: 1 )