Záznam dôkazov metódy

Belief Rule Base

Belief Rule Base (BRB), introduced by Yang et al. in 2006 under the RIMER framework, is an expert-system inference methodology that extends classical if-then rules by attaching belief degree distributions to rule consequents. It combines rule-based reasoning with the Evidential Reasoning (ER) approach, enabling the representation and propagation of uncertainty, incompleteness, and vagueness in complex decision problems across engineering, risk assessment, and management domains.

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Belief Rule-Base Inference (RIMER)

Taxonomický záznam metódy · ml-model / soft-computing

Yang, J.-B., Liu, J., Wang, J., Sii, H.-S., & Wang, H.-W. (2006). Belief rule-base inference methodology using the evidential reasoning approach—RIMER. IEEE Transactions on Systems, Man, and Cybernetics—Part A, 36(2), 266–285. · DOI 10.1109/TSMCA.2005.851270

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Same method familyDempster-Shafer Theorymachine-suggested · Relational suggestion, not evidence.Used in the same domainFuzzy Cognitive Mapsmachine-suggested · Relational suggestion, not evidence.Same method familyRule Inductionmachine-suggested · Relational suggestion, not evidence.