The use of kernel-based machine learning algorithms in virtual screening

The high-throughput technologies of combinatorial chemistry and high-throughput screening have caused an explosion in the amount of data that pharmaceutical companies have available to them in the early stages of drug discovery. These large datasets are frequently analysed with machine learning tool...

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Bibliographic Details
Main Author: Wood, David
Published: University of Sheffield 2008
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.489104