Title :
Nonmetric property of diabetes-related genes in human gut microbiome
Author :
Weiwei Xu ; Xingpeng Jiang ; Guangrong Li
Author_Institution :
Int. Sch. of software, Wuhan Univ., Wuhan, China
Abstract :
In recent years, a huge number of microbiomic data provide a great opportunity for investigation of microbe-related questions. We find that nonmetric property is a prevalent property in microbiomic data and this property should be considered as a factor in development of computational methods for visualization and dimension reduction of microbiomic data.
Keywords :
data reduction; data visualisation; diseases; genetics; medical computing; computational method; diabetes-related gene; human gut microbiome; microbiomic data dimension reduction; microbiomic data visualization; nonmetric property; Business; Data visualization; Educational institutions; Informatics; Measurement; Pattern recognition; Software; Data visualization; Multiple maps t-SNE; Non-metric similarities;
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2013 IEEE International Conference on
Conference_Location :
Shanghai
DOI :
10.1109/BIBM.2013.6732577