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  • Accurate prediction of kinase-substrate networks using knowledge graphs

    Vít Nováček, Gavin McGauran, David Matallanas, Adrián Vallejo Blanco, Piero Conca, Emir Muñoz, Luca Costabello, Kamalesh Kanakaraj, Zeeshan Nawaz, Brian Walsh, Sameh K. Mohamed, Pierre-Yves Vandenbussche, Colm J. Ryan, Walter Kolch, Dirk Fey PLOS Computational Biology 16 (12), e1007578-, 2020-12-03

    ...It uses statistical relational learning on top of phosphorylation networks interpreted as knowledge graphs, a simple yet robust model for representing networked knowledge....

    DOI Web Site 被引用文献1件

  • Introduction to Statistical Relational Learning

    L. Getoor Introduction to Statistical Relational Learning (Adaptive Computation and Machine Learning) 2007-08-31

    ...Statistical relational learning builds on ideas from probability theory and statistics to address uncertainty while incorporating tools from logic, databases and programming languages to represent structure...

    DOI 被引用文献9件

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