23 citations · 23 across the 8 of their papers we have counts for
3 papers · 1 filter
Influence of Backdoor Paths on Causal Link Prediction
Utkarshani Jaimini, Cory Henson, Amit Sheth
The current method for predicting causal links in knowledge graphs uses weighted causal relations. For a given link between cause-effect entities, the presence of a confounder affe…
HyperCausalLP: Causal Link Prediction using Hyper-Relational Knowledge Graph
Utkarshani Jaimini, Cory Henson, Amit Sheth
Causal networks are often incomplete with missing causal links. This is due to various issues, such as missing observation data. Recent approaches to the issue of incomplete causal…
CausalLP: Learning causal relations with weighted knowledge graph link prediction
Utkarshani Jaimini, Cory Henson, Amit P. Sheth
Causal networks are useful in a wide variety of applications, from medical diagnosis to root-cause analysis in manufacturing. In practice, however, causal networks are often incomp…