Leveraging the trade-off between accuracy and interpretability in a hybrid intelligent system

Neural Fuzzy Inference System (NFIS) is a widely adopted paradigm to develop a data-driven learning system. This hybrid system has been widely adopted due to its accurate reasoning procedure and comprehensible inference rules. Although most NFISs primarily focus on accuracy, we have observed an ever...

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Bibliographic Details
Main Authors: WANG, Di, QUEK, Chai, TAN, Ah-hwee, MIAO, Chunyan, NG, Geok See, ZHOU, You
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2017
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Online Access:https://ink.library.smu.edu.sg/sis_research/6077
https://ink.library.smu.edu.sg/context/sis_research/article/7080/viewcontent/SPAC2017AI.pdf
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Institution: Singapore Management University
Language: English