Abstract: With the explosive growth of graph data in scale, noise, and structural complexity, existing graph neural networks (GNNs) are reaching a performance bottleneck when simultaneously modelling ...

Abstract: The fuzzy graph is used frequently as a method for the Sociogram analysis,. If we cannot draw an intelligible fuzzy graph, understanding the results of the analysis will become difficult. We ...

Fuzzy automata and transition systems extend classical automata theory by incorporating degrees of uncertainty and imprecision inherent in many real-world processes. Unlike their crisp counterparts, ...