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cs.LG2026
Alternating Bi-Objective Optimization for Explainable Neuro-Fuzzy Systems
Qusai Khaled, Uzay Kaymak, Laura Genga
Fuzzy systems show strong potential in explainable AI due to their rule-based architecture and linguistic variables. Existing approaches navigate the accuracy-explainability trade-…
cs.LG2026★ 3 cited
Interpretable Fuzzy Systems For Forward Osmosis Desalination
Qusai Khaled, Uzay Kaymak, Laura Genga
Preserving interpretability in fuzzy rule-based systems (FRBS) is vital for water treatment, where decisions impact public health. While structural interpretability has been addres…