Discovering What Dimensionality Reduction Really Tells Us About RNA-Seq Data

Biology is being inundated by noisy, high-dimensional data to an extent never before experienced. Dimensionality reduction techniques such as principal component analysis (PCA) are common approaches for dealing with this onslaught. Though these unsupervised techniques can help uncover interesting st...

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书目详细资料
Main Authors: Simmons, Sean Kenneth, Peng, Jian, Bienkowska, Jadwiga R, Berger Leighton, Bonnie
其他作者: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
格式: 文件
语言:en_US
出版: Mary Ann Liebert, Inc. 2016
在线阅读:http://hdl.handle.net/1721.1/105168
https://orcid.org/0000-0002-1537-4000
https://orcid.org/0000-0003-2598-3552
https://orcid.org/0000-0002-2724-7228