Clustering With The Relational C-Means Algorithms Using Different Measures Of Pairwise Distance
Richard J. Hathaway, John W. Davenport, James C. Bezdek · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1988
In this note we review the object and relational c-means algorithms, and the theory asserting their duality in case the relational data corresponds to an inner-product induced measure of distance between each pair of corresponding object data. Past numerical results are given here along with new extensions in order to study the effect of the choice of pairwise distance measure on the relational partition obtained.