Zun-Wei Fu

Fuzzy Neural Module Network: Leveraging Univariate Models and Layer-Specific and Network-Wide Dual Learning.

An incrementally expanding fuzzy neural module network (FNMN) designed to effectively handle both low- and high-dimensional problems without relying on dimensionality reduction techniques is proposed, achieving an average performance improvement compared with a conventional fuzzy clustering-based model across diverse b...