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Introduction to Genomic Signal Processing with Control provides a tutorial introduction to the current engineering research in genomics. This book presents the necessary molecular biology background, assuming no prior exposure, and discusses the application of engineering approaches for attacking the challenging problems that arise in genomics-related research. It also discusses classification and clustering, showing how they are appropriate for carrying out gene-based disease classification, as well as control approaches that can be used to alter the behavior of genetic regulatory networks.…mehr

Produktbeschreibung
Introduction to Genomic Signal Processing with Control provides a tutorial introduction to the current engineering research in genomics. This book presents the necessary molecular biology background, assuming no prior exposure, and discusses the application of engineering approaches for attacking the challenging problems that arise in genomics-related research. It also discusses classification and clustering, showing how they are appropriate for carrying out gene-based disease classification, as well as control approaches that can be used to alter the behavior of genetic regulatory networks. The authors include examples in each chapter and the latest engineering results obtained in the genomics context.


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Autorenporträt
Aniruddha Datta, Edward R. Dougherty