An Evidential Reasoning Rule Considering Parameter Uncertainty
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2021.3115076
Abstract: This article aims to propose an evidential reasoning (ER) rule considering the parameter uncertainty. As the essential parameters, the evidence weight and reliability make the ER rule constitute a generalized reasoning framework. Theoretically, the weight… read more here.
Keywords: rule; parameter uncertainty; evidential reasoning; uncertainty ... See more keywords
An Ensemble Learning Method Based on an Evidential Reasoning Rule considering Combination Weighting
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/1156748
Abstract: As an extension of Dempster–Shafer (D-S) theory, the evidential reasoning (ER) rule can be used as a combination strategy in ensemble learning to deeply mine classifier information through decision-making reasoning. The weight of evidence is… read more here.
Keywords: rule; ensemble learning; evidential reasoning; reasoning rule ... See more keywords