期刊论文、会议论文

Shen, Xianjun

英文

BMC Bioinformatics

1471-2105

2018

19

20

37-48

IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Bioinformatics

NOV 13-16, 2017

Kansas City, MO

[Zhu, Xianchao;Shen, Xianjun;Jiang, Xingpeng;Wei, Kaiping;He, Tingting;Ma, Yuanyuan;Liu, Jiaqi;Hu, Xiaohua] Cent China Normal Univ, Sch Comp, Wuhan, Hubei, Peoples R China.^[Hu, Xiaohua] Drexel Univ, Coll Comp & Informat, Philadelphia, PA 19104 USA.

IEEE

CAMPUS, 4 CRINAN ST, LONDON N1 9XW, ENGLAND

BMC

10.1186/s12859-018-2537-z

National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61532008]; National Key Research and Development Program of China [2017YFC0909502]

本校为第一且通讯机构

Background: The traditional methods of visualizing high-dimensional data objects in low-dimensional metric spaces are subject to the basic limitations of metric space. These limitations result in multidimensional scaling that fails to faithfully represent non-metric similarity data. Results: Multiple maps t-SNE (mm-tSNE) has drawn much attention due to the construction of multiple mappings in low-dimensional space to visualize the non-metric pairwise similarity to eliminate the limitations of a single metric map. mm-tSNE regularization combines...