Browsing by Subject "Abductive inference"

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    • Article  

      ARNI: Abductive inference of complex regulatory network structures 

      Maimari, N.; Turliuc, C. -R; Broda, K.; Kakas, Antonis C.; Krams, R.; Russo, A. (2013)
      Physical network inference methods use a template of molecular interaction to infer biological networks from high throughput datasets. Current inference methods have limited applicability, relying on cause-effect pairs or ...
    • Book Chapter  

      Symbolic Representation and Inference of Regulatory Network Structures 

      Maimari, N.; Broda, K.; Kakas, Antonis C.; Krams, R.; Russo, A. (wiley, 2014)
      This chapter presents a general logic-based framework, called Abductive Regulatory Network Inference (ARNI), where it formalize the network extraction problem as an abductive inference problem. A general logical model is ...