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CORC

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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
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：118/0  |  提交时间：2021/08/09
Learning from low-rank multimodal representations for predicting disease-drug associations 期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2021, 卷号: 21, 期号: SUPPL1, 页码: 1-12
作者:  Hu, PW (Hu, Pengwei) [1];  Huang, YA (Huang, Yu-An) [2];  Mei, J (Mei, Jing) [3];  Leung, H (Leung, Henry) [4];  Chen, ZH (Chen, Zhan-Heng) [1]
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/24
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
GCNCDA: A new method for predicting circRNA-disease associations based on Graph Convolutional Network Algorithm 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2020, 卷号: 16, 期号: 5, 页码: 1-19
作者:  Wang, L (Wang, Lei)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Li, YM (Li, Yang-Ming)[ 3 ];  Zheng, K (Zheng, Kai)[ 4 ];  Huang, YA (Huang, Yu-An)[ 5 ]
收藏  |  浏览/下载：29/0  |  提交时间：2020/07/06
iCDA-CGR: Identification of circRNA-disease associations based on Chaos Game Representation 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2020, 卷号: 16, 期号: 5, 页码: 1-22
作者:  Zheng, K (Zheng, Kai)[ 1 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Li, JQ (Li, Jian-Qiang)[ 3 ];  Wang, L (Wang, Lei)[ 2,4 ];  Guo, ZH (Guo, Zhen-Hao)[ 2 ]
收藏  |  浏览/下载：35/0  |  提交时间：2020/07/06
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：36/0  |  提交时间：2020/11/04
Combining High Speed ELM Learning with a Deep Convolutional Neural Network Feature Encoding for Predicting Protein-RNA Interactions 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 3, 页码: 972-980
作者:  Wang, L (Wang, Lei)[ 1 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Huang, DS (Huang, De-Shuang)[ 3 ];  Zhou, FF (Zhou, Fengfeng)[ 4,5 ]
收藏  |  浏览/下载：29/0  |  提交时间：2020/12/09
SAEROF: an ensemble approach for large-scale drug-disease association prediction by incorporating rotation forest and sparse autoencoder deep neural network 期刊论文
SCIENTIFIC REPORTS, 2020, 卷号: 10, 期号: 1, 页码: 1-11
作者:  Jiang, HJ (Jiang, Han-Jing)[ 1,2,3 ];  Huang, YA (Huang, Yu-An)[ 4 ];  You, ZH (You, Zhu-Hong)[ 1,2,3 ]
收藏  |  浏览/下载：38/0  |  提交时间：2020/12/11

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