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Learning graph attention-aware knowledge graph embedding 期刊论文
NEUROCOMPUTING, 2021, 卷号: 461, 页码: 516-529
作者:  Li, Chen;  Peng, Xutan;  Niu, Yuhang;  Zhang, Shanghang;  Peng, Hao;  Zhou, Chuan;  Li, Jianxin
收藏  |  浏览/下载:136/0  |  提交时间:2022/04/02
Knowledge graph embedding  Graph attention mechanism  Entity typing  Link prediction  
A Minimax Probability Machine for Nondecomposable Performance Measures 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Luo, Junru;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载:143/0  |  提交时间:2022/04/02
Measurement  Task analysis  Covariance matrices  Support vector machines  Prediction algorithms  Minimization  Kernel  Imbalanced classification  minimax probability machine  nondecomposable performance measures  
A General Joint Matrix Factorization Framework for Data Integration and Its Systematic Algorithmic Exploration 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 9, 页码: 1971-1983
作者:  Zhang, Lihua;  Zhang, Shihua
收藏  |  浏览/下载:148/0  |  提交时间:2021/01/14
Sparse matrices  Pattern recognition  Data integration  Prediction algorithms  Data models  Matrix decomposition  Signal processing algorithms  Bioinformatics  data integration  network-regularized constraint  nonnegative matrix factorization (NMF)  pattern recognition  
Probe Efficient Feature Representation of Gapped K-mer Frequency Vectors from Sequences Using Deep Neural Networks 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 657-667
作者:  Cao, Zhen;  Zhang, Shihua
收藏  |  浏览/下载:188/0  |  提交时间:2020/05/24
DNA  Bioinformatics  Kernel  Feature extraction  Support vector machines  Genomics  Task analysis  Bioinformatics  machine learning  gapped k-mer  deep neural network  transcription factor binding site prediction  
IDLDA: An Improved Diffusion Model for Predicting LncRNA-Disease Associations (vol 10, 1259, 2019) 期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 2
作者:  Wang, Qi;  Yan, Guiying
收藏  |  浏览/下载:171/0  |  提交时间:2020/05/24
long non-coding RNA  disease  association prediction  computational prediction model  diffusion model  
IDLDA: An Improved Diffusion Model for Predicting LncRNA-Disease Associations 期刊论文
FRONTIERS IN GENETICS, 2019, 卷号: 10, 页码: 10
作者:  Wang, Qi;  Yan, Guiying
收藏  |  浏览/下载:170/0  |  提交时间:2020/05/24
long non-coding RNA  disease  association prediction  computational prediction model  diffusion model  
RWHMDA: Random Walk on Hypergraph for Microbe-Disease Association Prediction 期刊论文
FRONTIERS IN MICROBIOLOGY, 2019, 卷号: 10, 页码: 10
作者:  Niu, Ya-Wei;  Qu, Cun-Quan;  Wang, Guang-Hui;  Yan, Gui-Ying
收藏  |  浏览/下载:264/0  |  提交时间:2020/01/10
hypergraph  random walk  microbe  human diseases  association prediction  
Network-Regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2018, 卷号: 15, 期号: 3, 页码: 944-953
作者:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
收藏  |  浏览/下载:250/0  |  提交时间:2018/07/30
Sparse logistic regression  network-regularized penalty  survival risk prediction  feature selection  
SSCMDA: spy and super cluster strategy for MiRNA-disease association prediction 期刊论文
ONCOTARGET, 2018, 卷号: 9, 期号: 2, 页码: 1826-1842
作者:  Zhao, Qi;  Xie, Di;  Liu, Hongsheng;  Wang, Fan;  Yan, Gui-Ying;  Chen, Xing
收藏  |  浏览/下载:280/0  |  提交时间:2018/07/30
microRNA  disease  association prediction  spy strategy  super cluster strategy  
HAMDA: Hybrid Approach for MiRNA-Disease Association prediction 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2017, 卷号: 76, 页码: 50-58
作者:  Chen, Xing;  Niu, Ya-Wei;  Wang, Guang-Hui;  Yan, Gui-Ying
收藏  |  浏览/下载:173/0  |  提交时间:2018/07/30
miRNA  Disease  miRNA-disease association  Hybrid prediction approach  Recommendation systems