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We expect that just as cheminformatics tools are currently applied to molecular representations to cluster, search and model molecules, these approaches can be applied to cluster, search and model transformations.
In particular, PLW could be applied to cluster other biological networks, such as metabolic networks and gene regulatory networks.
Moreover, the WDCM can be applied to cluster the incomplete gene expression data set without imputing the missing values.
The WDCM can be applied to cluster the incomplete gene expression data set without imputing the missing values.
Methods presented bellow are not generally tools since they cannot be applied to cluster a user-provided data set.
The merit of the proposed WDCM is that it can be applied to cluster incomplete gene expression data without imputing the missing values.
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(4) The K-means algorithm is applied to cluster the leading normalized eigenvectors to get the final segmentation. .
Moreover, the designed unsupervised fuzzy clustering algorithm is applied to cluster the pixels in a color image to show the efficiency of the algorithm.
Density-Based Spatial Clustering of Applications with Noise (DBSCAN) [40] was applied to cluster binding sites for each protein using n × n matrices of SiteHopper PatchScores.
Continuum removed spectral data were transformed by Principal Component Analysis (PCA), and Fuzzy K-means algorithm and taxonomic distance were applied to cluster soil samples and profiles, respectively.
Firstly, a BCD classifier is applied to cluster the input data set into several subsets by the dynamics of the time series in an unsupervised manner.
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