11 citations · 34 across the 9 of their papers we have counts for
3 papers · 1 filter
Making Sense of Unstructured Text Data
Lin Li, William M. Campbell, Cagri Dagli +1
Many network analysis tasks in social sciences rely on pre-existing data sources that were created with explicit relations or interactions between entities under consideration. Exa…
Graph Model Selection via Random Walks
Lin Li, William M. Campbell, Rajmonda S. Caceres
In this paper, we present a novel approach based on the random walk process for finding meaningful representations of a graph model. Our approach leverages the transient behavior o…
Consistent Alignment of Word Embedding Models
Cem Safak Sahin, Rajmonda S. Caceres, Brandon Oselio +1
Word embedding models offer continuous vector representations that can capture rich contextual semantics based on their word co-occurrence patterns. While these word vectors can pr…