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Another area of significant progress is multiple network alignment tools, e.g. Grælin developed by Flannick et al. [ 30], which uses a probabilistic function for topology matching, and can be applied to search for conserved functional modules among multiple protein interaction networks.
To avoid focusing on a local maxima, simulated annealing uses a probabilistic function to determine if a solution with relatively worse performance will be accepted.
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But from the next iteration, the solutions are sampled through the incremental constructional methodology using a probabilistic function.
This proposed model is capable of capturing the inelastic deformation of the rods and the failure of their interfaces, while damage, fracture and fragmentation of the mineralized rods is assessed using a probabilistic function.
The model uses a probabilistic distribution function of the remaining fuel range.
Bayesian optimization uses a probabilistic model of the objective function to guide the search for the optimum.
It differs from our approach in that our framework uses a probabilistic model with a posterior objective function over the latent variables, which is more robust to noise introduced by tracking error or manual labeling.
The linked mortality file uses a probabilistic matching method.
A high quality surrogate is achieved using a probabilistic classification function together with a metric for refinement of the model.
The behaviour of each individual was quantified using a probabilistic stimulus/response function.
Disease transmission is realised using a probabilistic transmission function, implemented by the simulation algorithm.
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