The k-means clustering was chosen here not only because of its popularity, but also due to the various dimensions of complexity involved with the algorithm such as being iterative, compute-intensive, and having the ability to parallelize some of the computations.
This procedure might fail to return a value in two cases, namely if no such m exists, or if some of the computations ƒ x,0), ƒ x,1), ƒ x,2),... itself fails to return a value.
Some of the computations used the preGSf90 software with methods detailed in [ 16].
We also wish to thank Bin Liu and Mark Calleja for managing the Oncology cluster and CamGrid, which were used for some of the computations in the present paper.
JAGS has a more flexible interpretation of the BUGS syntax than OpenBUGS, allowing the simplification of some parts of the computation (see Additional file 1), and making JAGS faster than OpenBUGS for our particular models.
If the processing capability of a router is enhanced to support computation on a datagram, some of the host computation may be delegated to the intermediate routers.
The reconfiguration of the problem guides, in part, the allocation of attentional resources and strategy selection (Vallée-Tourangeau, 2013); dynamic changes in the problem's appearance may actually perform some of the necessary computations, above and beyond the computations performed mentally by the agent (see Rumelhart, Smolensky, McClelland, & Hinton, 1986).
Interacting with physical resources that configure an arithmetic problem creates a shifting dynamic problem presentation; these dynamic changes in the problem's appearance may actually perform some of the necessary computations, above and beyond the computations performed mentally by the agent.
Some solutions for a speedup of the computation of the beam-tree have been proposed in the literature.
