Generic Disjunctive Belief-Rule-Base Modeling, Inferencing, and Optimization
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2019.2892348
Abstract: The combinatorial explosion problem is a great challenge for belief rule base (BRB) when a complex system has overnumbered attributes and/or referenced values for the attributes. This is because the BRB is conventionally constructed under… read more here.
Keywords: modeling inferencing; optimization; rule base; belief rule ... See more keywords
Extended Belief Rule-Based System With Accurate Rule Weights and Efficient Rule Activation for Diagnosis of Thyroid Nodules
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2022.3180174
Abstract: Extended belief-rule-based (EBRB) system is a representative rule-based system and has attracted much attention due to its capability of solving the problems of combinatorial explosion and time-consuming optimization incurred by belief-rule-based system. Despite their advantages,… read more here.
Keywords: system; rule; rule based; belief rule ... See more keywords
An Evolutionary Belief Rule-Based Clinical Decision Support System to Predict COVID-19 Severity under Uncertainty
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DOI: 10.3390/app11135810
Abstract: Accurate and rapid identification of the severe and non-severe COVID-19 patients is necessary for reducing the risk of overloading the hospitals, effective hospital resource utilization, and minimizing the mortality rate in the pandemic. A conjunctive… read more here.
Keywords: belief; system; rule based; covid ... See more keywords
Compact Belief Rule Base Learning for Classification with Evidential Clustering †
Sign Up to like & getrecommendations! Published in 2019 at "Entropy"
DOI: 10.3390/e21050443
Abstract: The belief rule-based classification system (BRBCS) is a promising technique for addressing different types of uncertainty in complex classification problems, by introducing the belief function theory into the classical fuzzy rule-based classification system. However, in… read more here.
Keywords: classification; rule base; compact belief; belief rule ... See more keywords