Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 87340
Agglomerative Hierarchical Clustering Using the Tθ Family of Similarity Measures
Authors: Salima Kouici, Abdelkader Khelladi
Abstract:
In this work, we begin with the presentation of the Tθ family of usual similarity measures concerning multidimensional binary data. Subsequently, some properties of these measures are proposed. Finally, the impact of the use of different inter-elements measures on the results of the Agglomerative Hierarchical Clustering Methods is studied.Keywords: binary data, similarity measure, Tθ measures, agglomerative hierarchical clustering
Procedia PDF Downloads 480