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Titlebook: A Practical Approach to Microarray Data Analysis; Daniel P. Berrar,Werner Dubitzky,Martin Granzow Textbook 2003 Springer Science+Business

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期刊全稱A Practical Approach to Microarray Data Analysis
影響因子2023Daniel P. Berrar,Werner Dubitzky,Martin Granzow
視頻videohttp://file.papertrans.cn/142/141769/141769.mp4
發(fā)行地址Addresses the requirement of scientists and researchers to gain a basic understanding of microarray analysis methodologies and tools
圖書封面Titlebook: A Practical Approach to Microarray Data Analysis;  Daniel P. Berrar,Werner Dubitzky,Martin Granzow Textbook 2003 Springer Science+Business
影響因子In the past several years, DNA microarray technology has attracted tremendous interest in both the scientific community and in industry. With its ability to simultaneously measure the activity and interactions of thousands of genes, this modern technology promises unprecedented new insights into mechanisms of living systems. Currently, the primary applications of microarrays include gene discovery, disease diagnosis and prognosis, drug discovery (pharmacogenomics), and toxicological research (toxicogenomics). Typical scientific tasks addressed by microarray experiments include the identification of coexpressed genes, discovery of sample or gene groups with similar expression patterns, identification of genes whose expression patterns are highly differentiating with respect to a set of discerned biological entities (e.g., tumor types), and the study of gene activity patterns under various stress conditions (e.g., chemical treatment). More recently, the discovery, modeling, and simulation of regulatory gene networks, and the mapping of expression data to metabolic pathways and chromosome locations have been added to the list of scientific tasks that are being tackled by microarray te
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Analog Circuits and Signal Processingconcept, and learning a hypothesis based on these features. This directly leads to a modular design of the learning algorithm which allows flexible combinations of explicit feature selection methods with model induction algorithms and sometimes leads to powerful variants. Many recent works, however,
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978-1-4757-7809-0Springer Science+Business Media New York 2003
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Daniel P. Berrar,Werner Dubitzky,Martin GranzowAddresses the requirement of scientists and researchers to gain a basic understanding of microarray analysis methodologies and tools
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Data Pre-Processing Issues in Microarray Analysis,cally reduced and population estimates in 1900 (Lascelles 1915) gave a figure of 200 head. From then on the population has gradually expanded, and is now maintained by the Forestry Commission at a level which has been estimated at about 2,000 animals (Strange 1976). The deer are free to wander over
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Normalization, understood to dominate the Yangtze valley and eastern Kwangtung, the province in which Hong Kong was situated; France to dominate Yunnan, Kwangsi and western Kwangtung; Germany to dominate Shantung, Russia to dominate Sinkiang, Outer Mongolia and north Manchuria; and Japan to dominate Fukien (oppos
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