3 papers
cs.LG2021
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods
Peru Bhardwaj, John Kelleher, Luca Costabello +1
Despite the widespread use of Knowledge Graph Embeddings (KGE), little is known about the security vulnerabilities that might disrupt their intended behaviour. We study data poison…
cs.DB2021
Automated Climate Analyses Using Knowledge Graph
Jiantao Wu, Huan Chen, Fabrizio Orlandi +3
The FAIR (Findable, Accessible, Interoperable, Reusable) data principles are fundamental for climate researchers and all stakeholders in the current digital ecosystem. In this pape…
cs.DB2021
An Interoperable Open Data Portal for Climate Analysis
Jiantao Wu, Huan Chen, Fabrizio Orlandi +3
This work proposes an open interoperable data portal that offers access to a Web-wide climate domain knowledge graph created for Ireland and England's NOAA climate daily data. Ther…