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Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:  Xiao, Jin;  Jia, Yanlin;  Jiang, Xiaoyi;  Wang, Shouyang
收藏  |  浏览/下载：155/0  |  提交时间：2021/04/26
Biological system modeling  Data models  Biological neural networks  Predictive models  Neurons  Mathematical model  Complex-valued external criterion  complex-valued group method of data handling (GMDH)-type neural network  parameter estimation  real-valued classification  
An Adaptive Surrogate Modeling Based on Deep Neural Networks for Large-Scale Bayesian Inverse Problems 期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 28, 期号: 5, 页码: 2180-2205
作者:  Yan, Liang;  Zhou, Tao
收藏  |  浏览/下载：139/0  |  提交时间：2021/01/14
Bayesian inverse problems  deep neural networks  multi-fidelity surrogate modeling  Markov chain Monte Carlo  
Instability of the abstract Rayleigh-Taylor problem and applications 期刊论文
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2020, 卷号: 30, 期号: 12, 页码: 2299-2388
作者:  Jiang, Fei;  Jiang, Song;  Zhan, Weicheng
收藏  |  浏览/下载：154/0  |  提交时间：2021/04/26
Rayleigh-Taylor instability  stratified viscous fluids  incompressible fluids  magnetohydrodynamic fluids  viscoelastic fluids  
Testing inflated zeros in binomial regression models 期刊论文
BIOMETRICAL JOURNAL, 2020, 页码: 22
作者:  Ye, Peng;  Tang, Yi;  Sun, Liuquan;  Tang, Wan;  He, Hua
收藏  |  浏览/下载：174/0  |  提交时间：2021/01/14
binomial regression model  power  score test  type I error  zero-inflated binomial (ZIB) regression model  
Uncertainty shocks of Trump election in an interval model of stock market 期刊论文
QUANTITATIVE FINANCE, 2020, 页码: 15
作者:  Sun, Yuying;  Qiao, Kenan;  Wang, Shouyang
收藏  |  浏览/下载：141/0  |  提交时间：2021/01/14
Interval dummy variables  Interval time series  Nonlinear minimum-distance estimator  Range volatility  Trump election  
Model averaging in a multiplicative heteroscedastic model 期刊论文
ECONOMETRIC REVIEWS, 2020, 页码: 25
作者:  Zhao, Shangwei;  Ma, Yanyuan;  Wan, Alan T. K.;  Zhang, Xinyu;  Wang, Shouyang
收藏  |  浏览/下载：159/0  |  提交时间：2020/09/23
Heteroscedasticity-robust  model averaging  multiplicative heteroscedasticity  plug-in  squared prediction risk  
A general inverse DEA model for non-radial DEA 期刊论文
COMPUTERS & INDUSTRIAL ENGINEERING, 2020, 卷号: 142, 页码: 7
作者:  Zhang, GuoJun;  Cui, JinChuan
收藏  |  浏览/下载：166/0  |  提交时间：2020/05/24
Inverse DEA  Non-radial DEA  SBM  Multi-objective programming  
CoMM-S-2: a collaborative mixed model using summary statistics in transcriptome-wide association studies 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 7, 页码: 2009-2016
作者:  Yang, Yi;  Shi, Xingjie;  Jiao, Yuling;  Huang, Jian;  Chen, Min;  Zhou, Xiang;  Sun, Lei;  Lin, Xinyi;  Yang, Can;  Liu, Jin
收藏  |  浏览/下载：258/0  |  提交时间：2020/06/30
Dynamics of Unilateral and Bilateral Control Systems with State Feedback for Renewable Resource Management 期刊论文
COMPLEXITY, 2020, 卷号: 2020, 页码: 16
作者:  Huang, Mingzhan;  Liu, Shouzong;  Song, Xinyu;  Chen, Lansun
收藏  |  浏览/下载：172/0  |  提交时间：2020/05/24
Variable selection in joint frailty models of recurrent and terminal events 期刊论文
BIOMETRICS, 2020, 页码: 10
作者:  Han, Dongxiao;  Su, Xiaogang;  Sun, Liuquan;  Zhang, Zhou;  Liu, Lei
收藏  |  浏览/下载：223/0  |  提交时间：2020/05/24
frailty models  informative censoring  proportional hazards models  recurrent event  survival analysis  variable selection