Hybrid weighted fuzzy production rule extraction utilizing modified harmony search and BPNN

Hybrid weighted fuzzy production rule extraction utilizing modified harmony search and BPNN

Abstract Weighted Fuzzy Production Rules (WFPRs) are vital for Clinical Decision Support Systems (CDSSs), significantly impacting diagnostic accuracy and bridging the gap between data-driven insights and actionable clinical decisions through knowledge engineering. This paper proposes an integrated a...

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Bibliographic Details
Main Authors: Feng Qin, Azlan Mohd Zain, Kai-Qing Zhou, De-Bing Zhuo
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
WFPRs
CDSSs
DDA-HS
BPNNs
Optimization
Interpretability
Online Access:https://doi.org/10.1038/s41598-025-95406-y
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