In many informational fields,such as biological,environmental,medical,etc.,lots of sets of data are created every day.A flexible system biology tool enables to analysis the biology metabolize network in question with ...
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In many informational fields,such as biological,environmental,medical,etc.,lots of sets of data are created every day.A flexible system biology tool enables to analysis the biology metabolize network in question with efficiency and *** work gave a hybrid system based on the deep clustering algorithm,computing the co-regulated genes,also called regulons or co-regulation *** experiment results,based on the hypergeometric distribution function scores,showed that the model-based deep clustering (MBDC),was more efficient and accurate than other network functions as ISA,BIMAX,XMOTIFS,QUBIC and *** further study showed that MBDC was not only available in cancer analysis,but also in some bacteria study such as Eschedchia coli.
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