A hybrid particle swarm optimization based fuzzy expert system for the diagnosis of coronary artery disease

• Main Authors: Muthukaruppan, S., Er, Meng Joo
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Mechanical engineering::Bio-mechatronics
• Online Access: https://hdl.handle.net/10356/96069; http://hdl.handle.net/10220/11242
• Institution: Nanyang Technological University

This paper presents a particle swarm optimization (PSO)-based fuzzy expert system for the diagnosis of coronary artery disease (CAD). The designed system is based on the Cleveland and Hungarian Heart Disease datasets. Since the datasets consist of many input attributes, decision tree (DT) was used t...