NSFNational Science Foundation (NSF) [CCF 0905291, CCF 1049864, IIP 1160960]; NSFCNational Natural Science Foundation of China (NSFC) [90920005, 61170189]; China National 12-5 plan [2012BAK24B01]
机构署名:
本校为其他机构
院系归属:
计算机学院
摘要:
Using metagenomics to detect the global structure of microbial community remains a significant challenge. The structure of a microbial community and its functions are complicated because of not only the complex interactions among microbes but also their interactions with confounding environmental factors. Recently dimension reduction methods have been employed extensively to investigate the complex structure embedded in metagenomic profiles which summarize the abundance of functional or taxonomic categorizations in metagenomic studies. However,...