3 papers
cs.AI2026
CausalPulse: An Industrial-Grade Neurosymbolic Multi-Agent Copilot for Causal Diagnostics in Smart Manufacturing
Chathurangi Shyalika, Utkarshani Jaimini, Cory Henson +1
Modern manufacturing environments demand real-time, trustworthy, and interpretable root-cause insights to sustain productivity and quality. Traditional analytics pipelines often tr…
cs.AI2024
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…
cs.AI2024
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…