Sentence examples for based on clusters or from inspiring English sources
Well-known solutions based on generalized belief propagation (GBP) [9 12], which are based on clusters or cliques, are still very complex for the large-scale ad hoc/sensor networks.
The question of whether marker sets based on clusters or single skin markers should be used has been discussed.
How the engaged TCR couples to Src kinase-mediated ITAM phosphorylation is an important question that has led to various models mainly based on clustering or conformational changes of the TCR/CD3 complex [37], [38].
Well-known studies have demonstrated that the RWR method is superior to other methods, such as methods based on clustering or based on neighbouring nodes [ 66].
Furthermore, some graph-theoretic methods either based on clustering or on heuristic search have also been introduced in the field of motif discovery [ 26– 28].
To reduce data dimensions, we chose to randomly select genes instead of other methods (e.g. grouping of genes based on clustering or function) because the latter depend on assumptions of which the validity for the datasets are difficult to determine.
Although feasible for big data reduction, the deep learning models are resource hungry and require MPIs based on clusters of CPUs or GPUs.
We performed statistical analyses on two levels of similarity between isolates, i.e. based on clusters (>80% similarity) or pulsotypes (100% similarity).
An important outcome of such studies is that one can identify terms that can be grouped together based on cluster analysis or factor analysis.
