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Finally, the third step constructs homogenous clusters by resolving sequential two-player game between each cluster representative and the representative of its nearest neighbor.
Each rectangle is a single cluster representative, equal to a GO term.
LIQUID is used to cluster representative pocket probes by their pharmacophore types describing a fuzzy VL model.
That compound is chosen as cluster representative and forms the first cluster with those compounds that are within its exclusion region determined by the distance threshold.
To compute the closeness of the node and the cluster representative, different methods based on mean, Euclidean distance and probability have been in practice.
Reducing the computational time of the contribution function can be done by restricting comparison of the instance solely to the cluster representative r: begin{aligned} cont i,Cl_r)= & coef i,r).
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Each peer in the network is allowed to compute a local clustering solution over its own data, and to exchange its cluster representatives with other peers.
Final cluster representatives are the outputs of WnS.
Her plan is to invite French "cluster" representatives to the Netherlands to meet their Dutch counterparts.
The VD partitions the space S m in k cells with cluster representatives C = {c1, c2…….
Single Global Max: Cluster representatives are evaluated in a first step.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com