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Focusing on the Time Projection Chamber we present two pattern recognition methods under investigation: the sequential approach (cluster finding, track follower) and the iterative approach (Hough Transform, cluster assignment, re-fitting).
MCS discovered using our approach cluster into subnetworks that link individual reactions to their systems-level roles.
Using this approach, cluster separation was only sufficient to allow us to 'bin' a relatively poor percentage of the CNVRs (186 CNVRs, 6.3%) into defined copy number states.
57 AAT, 45 NRT1/PTR and 22 OPT unigenes identified by this approach cluster to defined subgroups in the respective phylogenetic trees, among them 25 AAT, 8 NRT1/PTR and 5 OPT full-length sequences.
Although some authors [ 21] propose performing individual level analysis when the number of clusters is >20, there is no consensus [ 22], and since the present number was 21 a more conservative approach (cluster level analysis) was followed.
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In the other approach (cluster-fractal model), it is assumed that aggregates are composed of primary particles separated into individual clusters that are less permeable than the aggregate.
Alder's approach clustered species into six ecological groups: understory, subcanopy, upper canopy shade tolerant, upper canopy light demanding, pioneer and emergent.
In our hybrid approach, clustering takes advantage of taxonomy information.
This approach clustered in total 644,999 proteins into 58,533 orthologous groups.
In the maximal clique approach, clustering is reduced to identifying fully connected subgraphs in the graph [ 11].
This approach clustered TFs predicted to regulate common TGs, and TGs predicted to be regulated by common TFs.
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