Rueda | Microarray Image and Data Analysis | Buch | sack.de

Rueda Microarray Image and Data Analysis



Theory and Practice

1. Auflage 2019, 520 Seiten, Kartoniert, Format (B × H): 159 mm x 234 mm, Gewicht: 962 g Reihe: Digital Imaging and Computer Vision
ISBN: 978-1-138-37480-5
Verlag: Taylor & Francis Ltd


Rueda Microarray Image and Data Analysis

Microarray Image and Data Analysis: Theory and Practice is a compilation of the latest and greatest microarray image and data analysis methods from the multidisciplinary international research community. Delivering a detailed discussion of the biological aspects and applications of microarrays, the book:

Describes the key stages of image processing, gridding, segmentation, compression, quantification, and normalization
Features cutting-edge approaches to clustering, biclustering, and the reconstruction of regulatory networks
Covers different types of microarrays such as DNA, protein, tissue, and low- and high-density oligonucleotide arrays
Examines the current state of various microarray technologies, including their availability and affordability
Explains how data generated by microarray experiments are analyzed to obtain meaningful biological conclusions

An essential reference for academia and industry, Microarray Image and Data Analysis: Theory and Practice provides readers with valuable tools and techniques that extend to a wide range of biological studies and microarray platforms.

Zielgruppe


Graduate and advanced-level undergraduate students, professors, academic and industry researchers, and practitioners in multidisciplinary fields including bioinformatics, data mining, computer science, information technology, statistics, biology, biochemistry, genomics, and biomedical engineering.


Autoren/Hrsg.


Weitere Infos & Material


Rueda, Luis
Luis Rueda is professor for the School of Computer Science, University of Windsor, Ontario, Canada. Before joining the University of Windsor, he earned a Ph.D from Carleton University, Ottawa, Ontario, Canada and spent two years at the University of Concepción, Chile. A member of IEEE, the Association for Computing Machinery, and the International Society for Computational Biology, he holds three patents on data encryption, secrecy, and stealth; has published over 100 journal and conference papers; and has participated in numerous editorial and technical committees. His research is primarily focused on machine learning and pattern recognition in transcriptomics, interactomics, and genomics.


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