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The idea behind the model consists of spreading the dataset into cohesive term slices (clusters) to construct a defined structure.
The model consists in spreading the dataset into cohesive term slices (clusters) to construct a defined structure (multikernel).
Using the estimated time of evolution of deuterostomes based on Hox gene clusters to construct a phylogenetic tree [ 64], we illustrate the occurrence during evolution of the Phox-related regulatory subunits.
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The centroid of each cluster was selected as the representative conformer of that cluster to construct a smaller conformer model with 500 conformers or less.
These frequency patterns were then clustered to construct the classification tree.
Using DBSCAN clustering to construct XICs eliminates the need for a user defined m/ z variation window.
A total of 16 sets of data comprising 13027 expression values were subjected to HCL using Manhattan distance metric and average linkage clustering to construct the hierarchical tree and determine cluster-to-cluster distances.
The goal of multi-layer clustering is to construct clusters that are as large as possible and coherent in all the layers.
A cluster analysis to construct distinct clusters of items showing similar scoring pattern for all responses.
The output values of all clusters were then taken as a multi-cluster pattern to construct a second-level multi-cluster classifier so as to yield cluster weights for cluster ranking.
The WGCNA method is a powerful and widely used tool to identify co-expressed gene clusters and to construct scale-free networks using topological properties of network construction [ 36].
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