书目名称 | Network Inference in Molecular Biology |
副标题 | A Hands-on Framework |
编辑 | Jesse M. Lingeman,Dennis Shasha |
视频video | |
概述 | Includes supplementary material: |
丛书名称 | SpringerBriefs in Electrical and Computer Engineering |
图书封面 |  |
描述 | .Inferring gene regulatory networks is a difficult problem to solve due to the relative scarcity of data compared to the potential size of the networks. While researchers have developed techniques to find some of the underlying network structure, there is still no one-size-fits-all algorithm for every data set. .Network Inference in Molecular Biology. examines the current techniques used by researchers, and provides key insights into which algorithms best fit a collection of data. Through a series of in-depth examples, the book also outlines how to mix-and-match algorithms, in order to create one tailored to a specific data situation..Network Inference in Molecular Biology. is intended for advanced-level students and researchers as a reference guide. Practitioners and professionals working in a related field will also find this book valuable.. |
出版日期 | Book 2012 |
关键词 | Clustering; Gene Regulatory Networks; Knock-outs; Network Inference; Overexpression; algorithm analysis a |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4614-3113-8 |
isbn_softcover | 978-1-4614-3112-1 |
isbn_ebook | 978-1-4614-3113-8Series ISSN 2191-8112 Series E-ISSN 2191-8120 |
issn_series | 2191-8112 |
copyright | The Author(s) 2012 |