Concepedia

Highly explainable cumulative belief rule-based system with effective rule-base modeling and inference scheme

Long-Hao Yang, Jun Liu, Fei-Fei Ye, Ying-Ming Wang, Chris Nugent, Hui Wang, Luis Martı́nez

Knowledge-Based Systems · 2021 · 62 citations · 59 references

Concepts

ComputingComputer ScienceKnowledge RepresentationAutomated ReasoningBelief SystemsDeductive ReasoningExpert SystemsExplainable Machine LearningRule-based RepresentationExplainable Artificial IntelligenceRule LearningRule-based ExplanationsRule-based Knowledge RepresentationRule-based Systems

References

59

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

Upper and Lower Probabilities Induced by a Multivalued Mapping

A. P. Dempster · The Annals of Mathematical Statistics · 1967 · 6K citations · Full text

Natural Sciences, Mathematics, Decision Theory +11

An experiment in linguistic synthesis with a fuzzy logic controller

S. ASSILIAN · International Journal of Man-Machine Studies · 1975 · 5.6K citations

Computing, Computer Science, Artificial Intelligence +7

Instance-based learning algorithms

David W. Aha, Dennis Kibler, Marc K. Albert · Machine Learning · 1991 · 2.9K citations · Full text

Generating fuzzy rules by learning from examples

L.-X. Wang, Jerry M. Mendel · IEEE Transactions on Systems Man and Cybernetics · 1992 · 2.9K citations

Computing, Industrial Engineering, Mathematics +17