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An evaluation of decision fusion methods based on Dempster-Shafer Theory (DST) and its modifications is presented in the article, studied over real biometric data from the engineered multimodal banking client verification system. First, the approaches for multimodal biometric data fusion for verification are explained. Then the proposed implementation of comparison scores fusion is presented, including details on the application of DST, required modifications, base probability, and massdoi:10.3390/s22062356 pmid:35336526 pmcid:PMC8951111 fatcat:r27f7zqasff3dektu6vf34563u