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Three clustering algorithms and their application to microarray data

Three clustering algorithms and their application to microarray data

 

Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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  • Product Description
 

In the context of medical diagnostics, an important problem is to find the genes that are correlated with given phenotypes. These genes may reveal insights to biological processes and may be used to predict the phenotypes associated to samples of RNA. To that end, two new clustering methods are presented and studied. Our first algorithm allows us to analyze cell evolution by observing how the state of every gene changes over time. Our second algorithm cluster genes whose expression profiles are similar by using a classification of the samples utilized in the microarray experiments. This classification is based upon one or more conditions that affect the composition of the samples analyzed. By using the label of the microarray experiments,extra information is provided to cluster genes. The research reported here on the first two algorithms presented consists of three parts: 1. testing our methods on artificial datasets sampled from the probabilistic models on which our methods are based, 2. using our methods on microarray expression datasets to cluster genes, 3. and comparing results from parts 1 and 2 with the results obtained by other clustering methods on the same datasets.

Product Specifications
SKU :COC37502
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-31
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