Clinical decision support systems: a review on knowledge representation and inference under uncertainties

G Kong, DL Xu, JB Yang - International Journal of Computational …, 2008 - Springer
This paper provides a literature review in clinical decision support systems (CDSSs) with a
focus on the way knowledge bases are constructed, and how inference mechanisms and …

Random permutation set reasoning

J Deng, Y Deng, JB Yang - IEEE Transactions on Pattern …, 2024 - ieeexplore.ieee.org
In artificial intelligence, it is crucial for pattern recognition systems to process data with
uncertain information, necessitating uncertainty reasoning approaches such as evidence …

[HTML][HTML] Evidential reasoning rule for evidence combination

JB Yang, DL Xu - Artificial Intelligence, 2013 - Elsevier
This paper aims to establish a unique Evidential Reasoning (ER) rule to combine multiple
pieces of independent evidence conjunctively with weights and reliabilities. The novel …

The current status and future aspects in formal ship safety assessment

J Wang - Safety Science, 2001 - Elsevier
Formal ship safety assessment is a new approach that has attracted great attention in the
marine industry over the last several years. In this paper, following a brief review of the …

Sustainable supplier selection and order allocation under demand, supplier availability and supplier grading uncertainties

ZS Hosseini, SD Flapper, M Pirayesh - Computers & industrial engineering, 2022 - Elsevier
Sustainable supplier selection is a pressing mater in supply chain management. This paper
tackles the main pain points in decision making during supplier selection and order …

On the interpretability of belief rule-based expert systems

Y Cao, Z Zhou, C Hu, W He… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
As the generalization of fuzzy systems, the belief rule base (BRB) expert system is
transparent and interpretable. However, the interpretability of BRB has almost been ignored …

On the evidential reasoning algorithm for multiple attribute decision analysis under uncertainty

JB Yang, DL Xu - IEEE Transactions on Systems, Man, and …, 2002 - ieeexplore.ieee.org
In multiple attribute decision analysis (MADA), one often needs to deal with both numerical
data and qualitative information with uncertainty. It is essential to properly represent and use …

Belief rule-base inference methodology using the evidential reasoning approach-RIMER

JB Yang, J Liu, J Wang, HS Sii… - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
In this paper, a generic rule-base inference methodology using the evidential reasoning
(RIMER) approach is proposed. Existing knowledge-base structures are first examined, and …

Rule and utility based evidential reasoning approach for multiattribute decision analysis under uncertainties

JB Yang - European journal of operational research, 2001 - Elsevier
In this paper generic decision models and both rule and utility based techniques for
transforming assessment information are developed to enhance an evidential reasoning …

Environmental impact assessment using the evidential reasoning approach

YM Wang, JB Yang, DL Xu - European journal of operational research, 2006 - Elsevier
Environmental impact assessment (EIA) problems are often characterised by a large number
of identified environmental factors that are qualitative in nature and can only be assessed on …