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In order to avoid the intrinsic disadvantages of factor analysis outlined above, the factors were derived by using cluster-analytical techniques.
Studies with patients with confirmed cardiac diagnoses were also not able to find characteristic symptom patterns within these diagnostic groups by using cluster analytic techniques [ 1, 7- 9].
Two-way clustering heat maps were made by using Cluster and Treeview software (Eisen et al. 1998).
This is done by using cluster analysis, which forms the core of different scenarios.
The predicted spatial concentration profiles of nano-TiO2 were then grouped according to their similarity by using cluster analysis.
The transit ridership in New York City has also been analyzed by using cluster analysis [3] where the clusters exhibit distinct diurnal behaviors of transit ridership.
This is also expected because MT overall gains very little in sum rate by using cluster rotation in contrast to PF.
The method determines the number of hidden neurons in the RBFNN structure by using cluster validity indices with majority rule while the characteristics of the hidden neurons are initialized based on advanced fuzzy clustering.
Second, when the source node is declared as a new one in the first step, then the framework validates whether the new node is legitimate node in the previous cluster or a jammer node by using cluster head code.
Average-linkage hierarchical clustering was performed by using Cluster version 2.12 [ 20].
(A) Hierarchical clustering of all microarray samples and genes was carried out by using Cluster 3.0.
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