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Małgorzata Przybyła-Kasperek

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Open access Aug 2026

A Novel Evidence-Based Framework for Picture Fuzzy Sets: Theory and Applications of Belief and Plausibility

Picture Fuzzy Sets (PiFSs) have appeared as an effective tool to tackle ambiguity in decision-making and offer greater flexibility than traditional extensions of Fuzzy Sets (FSs). Under the framework of evidence theory (ET), the concepts of belief and plausibility significantly boost the representative capacity of PiFS...

R. Hussain, Zahid Hussain, Mehboob Ali et al. · 0 citations
Open access Jul 2026

Fusing Localized Network Expertise via Global Meta-Learning

This approach ensures robust fusion of localized expertise and optimizes operational efficiency while significantly mitigating privacy risks, and achieves high classification quality, matching or surpassing the performance of classical centralized models.

Małgorzata Przybyła-Kasperek, K. Chromiński · 0 citations

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