Indirect disjunctive belief rule base modeling using limited conjunctive rules: two possible means

DOI10.1016/j.ijar.2019.02.006zbMath1456.68188OpenAlexW2916612751WikidataQ128315484 ScholiaQ128315484MaRDI QIDQ2330024

Xu Tan, Xiao-Bin Xu, Leilei Chang, Zhi-yong Hao, Zhi-Jie Zhou, Yu-Wang Chen

Publication date: 18 October 2019

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://www.research.manchester.ac.uk/portal/en/publications/indirect-disjunctive-belief-rule-base-modeling-using-limited-conjunctive-rules(66d91f0a-0bd3-458d-8d27-2ae89aa94beb).html

zbMATH Keywords

self-organizing map (SOM)equal probabilitydisjunctive belief rule base (BRB)indirect modelinglimited conjunctive rules

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Knowledge representation (68T30)

Related Items (2)

Belief rule mining using the evidential reasoning rule for medical diagnosis ⋮ A new rule reduction and training method for extended belief rule base based on DBSCAN algorithm

Uses Software

• MADM
• SELP

Cites Work

• SELP
• 40 years of Dempster-Shafer theory
• A model for real-time failure prognosis based on hidden Markov model and belief rule base
• SELP: semi-supervised evidential label propagation algorithm for graph data clustering
• On the inference and approximation properties of belief rule based systems
• Classic works on the Dempster-Shafer theory of belief functions
• Environmental impact assessment using the evidential reasoning approach
• Uncertainty theory

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