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Graph representation learning in bioinformatics: trends, methods and applications
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 1-16
作者:
Yi, HC (Yi, Hai-Cheng) [1] , [2]
;
You, ZH (You, Zhu-Hong) [3]
;
Huang, DS (Huang, De-Shuang) [4]
;
Kwoh, CK (Kwoh, Chee Keong) [5] , [6]
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/05/06
graph representation learning
deeplearning
graph neural network
graph embedding
knowledge graph
healthcare
MeSHHeading2vec: a new method for representing MeSH headings as vectors based on graph embedding algorithm
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 2, 页码: 2085-2095
作者:
Guo,ZH (Guo, Zhen-Hao) 1
;
You,ZH (You,Zhu-Hong) 1, 2
;
Huang,DS (Huang, De-Shuang) 3, 4
;
Yi, HC (Yi, Hai-Cheng) 2
;
Zheng, K (Zheng, Kai) 5
收藏
  |  
浏览/下载:116/0
  |  
提交时间:2021/08/09
MeSHHeading2vecMeSH relationship networkgraph embeddingcomputational prediction model
A learning based framework for diverse biomolecule relationship prediction in molecular association network
期刊论文
COMMUNICATIONS BIOLOGY, 2020, 卷号: 3, 期号: 1, 页码: 1-9
作者:
Guo, ZH (Guo, Zhen-Hao)[ 1,2 ]
;
You, ZH (You, Zhu-Hong)[ 1,2 ]
;
Huang, DS (Huang, De-Shuang)[ 3 ]
;
Yi, HC (Yi, Hai-Cheng)[ 1,2 ]
;
Chen, ZH (Chen, Zhan-Heng)[ 1,2 ]
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2020/04/21
Learning Representations to Predict Intermolecular Interactions on Large-Scale Heterogeneous Molecular Association Network
期刊论文
ISCIENCE, 2020, 卷号: 23, 期号: 7, 页码: 1-16
作者:
Yi, HC (Yi, Hai-Cheng)[ 1,2 ]
;
You, ZH (You, Zhu-Hong)[ 1,2 ]
;
Huang, DS (Huang, De-Shuang)[ 3 ]
;
Guo, ZH (Guo, Zhen-Hao)[ 1 ]
;
Chan, KCC (Chan, Keith C. C.)[ 4 ]
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2020/09/09
Bioentity2vec: Attribute- and behavior-driven representation for predicting multi-type relationships between bioentities
期刊论文
GIGASCIENCE, 2020, 卷号: 9, 期号: 6, 页码: 1-12
作者:
Guo, ZH (Guo, Zhen-Hao)[ 1,2 ]
;
You, ZH (You, Zhu-Hong)[ 1,2 ]
;
Wang, YB (Wang, Yan-Bin)[ 3 ]
;
Huang, DS (Huang, De-Shuang)[ 4 ]
;
Yi, HC (Yi, Hai-Cheng)[ 1,2 ]
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2020/11/04
network biology
system biology
Bioentity2vec
multi-type relationship prediction
Anion-conductive poly(2,6-dimethyl-1,4-phenylene oxide) grafted with tailored polystyrene chains for alkaline fuel cells
期刊论文
JOURNAL OF MEMBRANE SCIENCE, 2019, 卷号: 573, 页码: 247-256
作者:
Yang, Cheng[1]
;
Liu, Lei[2]
;
Huang, Yingda[3]
;
Dong, Junping[4]
;
Li, Nanwen[5]
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/04/22
Grafted copolymer
Polystyrene
Anion exchange membrane
Fuel cell
Ghrelin exhibited antidepressant and anxiolytic effect via the p38-MAPK signaling pathway in hippocampus
期刊论文
Progress in neuro-psychopharmacology & biological psychiatry, 2019, 卷号: 93, 页码: 11-20
作者:
Han Qiu-Qin[1]
;
Huang Hui-Jie[2]
;
Wang Ya-Lin[3]
;
Yang Liu[4]
;
Pilot Adam[5]
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2019/04/22
Chronic social defeat stress (CSDS)
Depression
Ghrelin
P38
Nickel uptake and distribution in Agropyron cristatum L. in the presence of pyrene
期刊论文
Ecotoxicology and environmental safety, 2019, 卷号: 174, 页码: 370-376
作者:
Zhang Xinying[1]
;
Chen Jing[2]
;
Liu Xiaoyan[3]
;
Gao Mingjing[4]
;
Chen Xueping[5]
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2019/04/22
Agropyron cristatum
Chemical form
Nickel
Pyrene
Subcellular distribution
Uptake
Construction of Ni-doped SnO2-SnS2 heterojunctions with synergistic effect for enhanced photodegradation activity
期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2019, 卷号: 368, 页码: 204-213
作者:
Chen, Dayong[1]
;
Huang, Shoushuang[2]
;
Huang, Ruting[3]
;
Zhang, Qian[4]
;
Thanh-Tung Le[5]
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2019/04/22
Tin disulfide
Oxides
Quantum dots
Doping
Heterostructure
Photocatalysis
Multi-parameters of spun optical fibers measured by digital holographic tomography
期刊论文
OPTIK, 2019, 卷号: 178, 页码: 850-857
作者:
Chang, Zheng[1]
;
Huang, Sujuan[2]
;
Wen, Jianxiang[3]
;
Dong, Yanhua[4]
;
Yan, Cheng[5]
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2019/04/22
Spun fiber
Adaptive simultaneous algebraic reconstruction technique
Refractive index profile
Digital holographic tomography
Non-circularity
Image reconstruction
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