Kouici, Salima2013-11-252013-11-252011-06http://dl.cerist.dz/handle/CERIST/331This paper studies the generalization property of inter-classes similarity measures. After, three equivalence classes of inter-elements similarity measures are defined and some consequences of the measures choice on Agglomerative Hierarchical Clustering results areproved.Agglomerative Hierarchical ClusteringSimilarity measureBinary dataThe choice of similarity measure for Agglomerative Hierarchical ClusteringTechnical ReportCERIST-DRDSI/RR--11-000000011--dzCERIST-DRDSI/RR--11-000000011--dz