32 citations · 71 across the 14 of their papers we have counts for
3 papers · 1 filter
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…
A supervised approach to time scale detection in dynamic networks
Benjamin Fish, Rajmonda S. Caceres
For any stream of time-stamped edges that form a dynamic network, an important choice is the aggregation granularity that an analyst uses to bin the data. Picking such a windowing…
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…