Determining optimal granularity level of modular product with hierarchical clustering and modularity assessment
Sign Up to like & getrecommendations! Published in 2019 at "Journal of the Brazilian Society of Mechanical Sciences and Engineering"
DOI: 10.1007/s40430-019-1848-y
Abstract: Modular product architecture is beneficial for the product maintenance, upgrade, components’ concurrent design through team work, and achieving the mass customization eventually. Recent researches tend to group elements into modules as a flat map, but… read more here.
Keywords: product; granularity level; optimal granularity; modular product ... See more keywords
Optimal Granularity of Machine Learning Models: A Perspective of Granular Computing
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DOI: 10.1109/tfuzz.2023.3346410
Abstract: Designing machine learning models followed by their deployment in a real-world environment has been an area of recent pursuits, resulting in a large number of successful applications. In particular, these applications target environments that call… read more here.
Keywords: information; learning models; granularity; machine learning ... See more keywords
MAFRO: Optimal-Granularity Fuzzy Decision Rule-Based Classification Architecture for Attribute Unlearning
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2025.3586297
Abstract: Recently, many laws and regulations have granted users the right to be forgotten, i.e., the right to require data controllers to delete user data. Various methods for machine unlearning have been proposed to remove individual… read more here.
Keywords: fuzzy decision; granularity fuzzy; decision; optimal granularity ... See more keywords