Microarray Image and Data Analysis ― Theory and Practice

系列名：Digital Imaging and Computer Vision
ISBN13：9781466586826
出版社：Taylor & Francis
作者：Luis Rueda (EDT)
出版日：2014/03/19
裝訂／頁數：精裝／488頁
規格：23.5cm*15.5cm (高/寬)
關鍵字： Microarray Image and Data Analysis ― Theory and Practice、 Microarray、 Image、 and、 Data、 Analysis、 Theory、 Practice、 Taylor & Francis、 Luis Rueda (EDT)、外文書、自然科普、科學、 Human races、

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商品簡介

Computer scientists and electrical engineers present an advanced graduate textbook on the main methods, tools, and techniques for microarray image and data analysis. The topics include gridding methods for DNA microarray images, non-statistical segmentation methods for DNA microarray images, microarray image restoration and noise filtering, quality control and analysis algorithms for tissue microarrays as biomarker validation tools, systematic and stochastic biclustering algorithms for microarray data-analysis, and the multidimensional visualization of microarray data. Annotation c2014 Ringgold, Inc., Portland, OR (protoview.com)

作者簡介

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 Concepcion, 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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