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Chachi and Taheri ( Int J Intell Syst  2013;28:669–685) introduced two general classes of similarity measures between intuitionistic fuzzy sets. Also, they claim that the proposed similarity measures perform well in pattern recognition, fuzzy clustering, and decision making. In this note, we address some limitations associated with the proposed similarity measures.