Titlebook: Computational Methods in Systems Biology; 19th International C Eugenio Cinquemani,Lo?c Paulevé Conference proceedings 2021 Springer Nature

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,Nonlinear Pattern Matching in?Rule-Based Modeling Languages,an alternative semantics that propagates values from one occurrence of a variable to other ones, and show that this novel approach permits a more efficient pattern matching algorithm. We confirm this theoretical result by benchmarking proof-of-concept implementations of both approaches.

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Debra Jackson,Patricia M. Davidson,Kim Ushernumber of covariates of interest has become very large, with new statistical issues to consider. We present and test a few recent neural network approaches for survival analysis adapted to high-dimensional inputs.

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Abdulrahman AI-Youbi,Adnan H. M. Zaheddividual parameters of the model and also provide all functions of parameters that are identifiable (also called identifiable combinations) from single or multiple experiments. The program is freely available at ..

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Schools as Learning Communities,s paper provides a formalisation of the inference of regulations for metabolic networks as a satisfiability problem with two levels of quantifiers, and introduces a method based on Answer Set Programming to solve this problem on a small-scale example.