Probabilistic graphs and uncertain data analysis represent a rapidly evolving research domain that seeks to reconcile the inherent imprecision of real-world data with robust computational models ...

Graph Mining: The process of extracting useful patterns and structures from graph-structured data. Subgraph: A subset of a graph that consists of a select group of nodes and the edges connecting them.

Graph neural networks (GNNs) are powerful artificial intelligence (AI) models designed for analyzing complex, unstructured graph data. In such data, entities are represented as nodes and ...