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API-GNN: attribute preserving oriented interactive graph neural network 期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2022, 页码: 20
作者:  Zhou, Yuchen;  Shang, Yanmin;  Cao, Yanan;  Li, Qian;  Zhou, Chuan;  Xu, Guandong
收藏  |  浏览/下载：142/0  |  提交时间：2022/04/02
Data mining  Graph neural networks  Social analysis  Representation learning  
Towards embedding information diffusion data for understanding big dynamic networks 期刊论文
NEUROCOMPUTING, 2021, 卷号: 466, 页码: 265-284
作者:  Yang, Hong;  Zhang, Peng;  Wang, Haishuai;  Zhou, Chuan;  Li, Zhao;  Gao, Li;  Tan, Qingfeng
收藏  |  浏览/下载：134/0  |  提交时间：2022/04/02
Network coarsening  Information diffusion  Graph data mining  
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 4, 页码: 1184-1196
作者:  Zhang, Chihao;  Zhang, Shihua
收藏  |  浏览/下载：196/0  |  提交时间：2021/04/26
Matrix decomposition  Bayes methods  Data integration  Inference algorithms  Data models  Data mining  Gaussian distribution  Bayesian methods  matrix decomposition  data integration  variational Bayesian inference  maximum a posterior  
Group-Sparse SVD Models via L-1- and L-0-norm Penalties and their Applications in Biological Data 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 2, 页码: 536-550
作者:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
收藏  |  浏览/下载：165/0  |  提交时间：2021/04/26
Sparse SVD  low-rank matrix decomposition  group-sparse penalty  overlapping group-sparse penalty  coordinate descent method  alternating direction method of multipliers (ADMM)  data mining  
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：151/0  |  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  
scTIM: seeking cell-type-indicative marker from single cell RNA-seq data by consensus optimization 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 8, 页码: 2474-2485
作者:  Feng, Zhanying;  Ren, Xianwen;  Fang, Yuan;  Yin, Yining;  Huang, Chutian;  Zhao, Yimin;  Wang, Yong
收藏  |  浏览/下载：185/0  |  提交时间：2020/06/30
Consistent test for parametric models with right-censored data using projections 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 卷号: 118, 页码: 112-125
作者:  Sun, Zhihua;  Ye, Xue;  Sun, Liuquan
收藏  |  浏览/下载：275/0  |  提交时间：2018/07/30
Consistent test  Curse-of-dimensionality-free  Empirical process  Projection  Right-censored data  
Consistent test of error-in-variables partially linear model with auxiliary variables 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2015, 卷号: 141, 页码: 118-131
作者:  Sun, Zhihua;  Ye, Xue;  Sun, Liuquan
收藏  |  浏览/下载：133/0  |  提交时间：2018/07/30
Auxiliary variable  Consistent test  Measurement error  Model check  Partial linear model  
Binary matrix factorization for analyzing gene expression data 期刊论文
DATA MINING AND KNOWLEDGE DISCOVERY, 2010, 卷号: 20, 期号: 1, 页码: 28-52
作者:  Zhang, Zhong-Yuan;  Li, Tao;  Ding, Chris;  Ren, Xian-Wen;  Zhang, Xiang-Sun
收藏  |  浏览/下载：111/0  |  提交时间：2018/07/30
Biclustering  Non-negative matrix factorization  Boundedness property of NMF  Binary matrix  
Intrinsic dimension estimation of manifolds by incising balls 期刊论文
PATTERN RECOGNITION, 2009, 卷号: 42, 期号: 5, 页码: 780-787
作者:  Fan, Mingyu;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：154/0  |  提交时间：2018/07/30
Nonlinear dimensionality reduction  Manifold learning  Intrinsic dimension estimation  Data mining