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This paper provides a new perspective on the performance of ASEAN member countries' banks as proxied by CAMELS rating system in the light of information reliability. A comprehensive MCDM approach is developed based on alternative methods to handle expert preference uncertainties regarding banking ideal performance levels and relative CAMELS variable efficiency. While expert preferences are collected using structured interviews, the partial bank rankings are defined upon Fuzzy TOPSIS with thedoi:10.1109/access.2022.3171339 fatcat:wqh3cnfxmzgvhc5crl2qqzwcme