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Multilayer Financial Complex Networks and Their Applications 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2022, 页码: 14
作者:  Li, Xuerong;  Xu, Xiaoyue;  Liu, Jiaqi;  Dong, Jichang;  Lu, Jinhu
收藏  |  浏览/下载：101/0  |  提交时间：2023/02/07
Couplings  Complex networks  Biological system modeling  Banking  Entropy  Analytical models  Urban areas  Financial networks  maximum entropy approach  multi-layer networks  risk contagion  spillover effects  
Adversarial Information Bottleneck 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 10
作者:  Zhai, Penglong;  Zhang, Shihua
收藏  |  浏览/下载：53/0  |  提交时间：2023/02/07
Robustness  Optimization  Mutual information  Deep learning  Perturbation methods  Training  Task analysis  Adversarial robustness  deep learning  hyperparameter selection  information bottleneck (IB)  
A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 5, 页码: 2676-2686
作者:  Gu, Haibo;  Wang, Xiong;  Liu, Kexin;  Lu, Jinhu
收藏  |  浏览/下载：173/0  |  提交时间：2021/06/01
Synchronization  Protocols  Stochastic processes  Artificial neural networks  Adaptive systems  Perturbation methods  Complex dynamical network  Lyapunov function  networked system  stochastic perturbation  synchronization  
Evaluating Performances and Importance of Venture Capitals: A Complex Network Approach 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2021, 卷号: 68, 期号: 5, 页码: 2060-2068
作者:  Liu, Jiaqi;  Li, Xuerong;  Lu, Linyuan;  Dong, Jichang;  Lu, Jinhu
收藏  |  浏览/下载：123/0  |  提交时间：2021/10/26
Venture capital  Investment  Complex networks  Companies  Industries  Technological innovation  Data models  Venture capital  co-investment network  investment performance  investment behavior  
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：183/0  |  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  
PID Control for Synchronization of Complex Dynamical Networks With Directed Topologies 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 3, 页码: 1334-1346
作者:  Gu, Haibo;  Liu, Peng;  Lu, Jinhu;  Lin, Zongli
收藏  |  浏览/下载：134/0  |  提交时间：2021/04/26
Synchronization  Topology  Protocols  PD control  PI control  Complex networks  Directed spanning tree  networked control system  proportional–  integral–  derivative (PID) control  strongly connected network  synchronization  
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：157/0  |  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  
Infection-Probability-Dependent Interlayer Interaction Propagation Processes in Multiplex Networks 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 2, 页码: 1085-1096
作者:  Liu, Juan;  Wu, Xiaoqun;  Lu, Jinhu;  Wei, Xiang
收藏  |  浏览/下载：132/0  |  提交时间：2021/04/26
Epidemic threshold  multiplex network  propagation process  spreading rate function (SRF)  
An Integrative Framework for Combining Sequence and Epigenomic Data to Predict Transcription Factor Binding Sites Using Deep Learning 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2021, 卷号: 18, 期号: 1, 页码: 355-364
作者:  Jing, Fang;  Zhang, Shao-Wu;  Cao, Zhen;  Zhang, Shihua
收藏  |  浏览/下载：167/0  |  提交时间：2021/04/26
Bioinformatics  machine learning  transcription factors binding sites  convolutional neural networks  DNA accessibility  histone modification  
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：146/0  |  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