Sentence examples for optimising the modularity from inspiring English sources

Furthermore, it has been suggested that optimising the modularity metric can reach a resolution limit whereby the algorithm fails to detect smaller communities than a specific size in large networks.

In our own work, we have previously reported a rigorous mixed integer quadratic programming (MIQP) formulation to optimise the modularity metric with a set of linear constraints and mixed binary/continuous optimisation variables [ 30].

Recently there has been an acknowledgement that many community detection algorithms - in particular all those that rely on optimising the quality function known as modularity - impose an artificial resolution limit on the communities detected [ 22].

Instead of directly optimising the classifier parameters based on feature values, the distance functions itself is trained and optimised.

In brief, this means that optimising the parameters (and hyperparameters) of a model can be used to optimise its form.

HF helped optimising the code.

Optimising the treatment is a challenge.

Optimising the number of medicines (active ingredients) used by patients?

b Electronically collimated image to optimise the region of interest.

Regulatory obligations to measure and optimise the radiation dose.

However, more assessment is needed to optimise the approach.