书目名称 | Computational and Statistical Approaches to Genomics | 编辑 | Wei Zhang,Ilya Shmulevich | 视频video | http://file.papertrans.cn/234/233255/233255.mp4 | 图书封面 |  | 描述 | .Computational and Statistical Genomics. aims to help researchers deal with current genomic challenges. Topics covered include: ...overviews of the role of supercomputers in genomics research, the existing challenges and directions in image processing for microarray technology, and web-based tools for microarray data analysis; ..approaches to the global modeling and analysis of gene regulatory networks and transcriptional control, using methods, theories, and tools from signal processing, machine learning, information theory, and control theory; ..state-of-the-art tools in Boolean function theory, time-frequency analysis, pattern recognition, and unsupervised learning, applied to cancer classification, identification of biologically active sites, and visualization of gene expression data; ..crucial issues associated with statistical analysis of microarray data, statistics and stochastic analysis of gene expression levels in a single cell, statistically sound design of microarray studies and experiments; and ..biological and medical implications of genomics research.. | 出版日期 | Book 20021st edition | 关键词 | Expression; biopsy; cell; classification; data analysis; gene expression; genomics; image processing; inform | 版次 | 1 | doi | https://doi.org/10.1007/b101927 | isbn_ebook | 978-0-306-47825-3 | copyright | Springer Science+Business Media Dordrecht 2002 |
The information of publication is updating
|
|