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Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph Embeddings [article]

Erik B. Myklebust, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen
2021 arXiv   pre-print
We show that using knowledge graph embeddings can increase the accuracy of effect prediction with neural networks.  ...  Finally, we evaluate certain characteristics of the knowledge graph embedding models to shed light on the individual model performance.  ...  OM@ISWC 2018, Monterey, CA, USA, October 8, 2018, vol- [15] X. Chen, M.-X. Liu, and G.-Y. Yan.  ... 
arXiv:2112.04605v1 fatcat:lq3rshsrgrfqvjui4fkdfocmju