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cs.SI2025
UniqueRank: Identifying Important and Difficult-to-Replace Nodes in Attributed Graphs
Erica Cai, Benjamin A. Miller, Olga Simek +1
Node-ranking methods that focus on structural importance are widely used in a variety of applications, from ranking webpages in search engines to identifying key molecules in biomo…
cs.SI2024
From low resource information extraction to identifying influential nodes in knowledge graphs
Erica Cai, Olga Simek, Benjamin A. Miller +3
We propose a pipeline for identifying important entities from intelligence reports that constructs a knowledge graph, where nodes correspond to entities of fine-grained types (e.g.…