You-Gan Wang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 35

Top Topics

Support Vector Regression

Continuous Optimization Problems

Gene Expression

Top Venues

Appl. Soft Comput.

Eng. Appl. Artif. Intell.

Publications

Xi-An Li, Jinran Wu, Xin Tai, Jianhua Xu, You-Gan Wang
Solving a class of multi-scale elliptic PDEs by Fourier-based mixed physics informed neural networks. J. Comput. Phys. 508 (2024)
Xi-An Li, Jiaxin Deng, Jinran Wu, Shaotong Zhang, Weide Li, You-Gan Wang
Physical informed neural networks with soft and hard boundary constraints for solving advection-diffusion equations using Fourier expansions. Comput. Math. Appl. 159 (2024)
Jin Yuan, Xuelan Qiu, Jinran Wu, Jiesi Guo, Weide Li, You-Gan Wang
Integrating behavior analysis with machine learning to predict online learning performance: A scientometric review and empirical study. CoRR (2024)
Jinran Wu, You-Gan Wang, Hao Zhang
Augmented support vector regression with an autoregressive process via an iterative procedure. Appl. Soft Comput. 158 (2024)
Yang Yang, Hu Zhou, Jinran Wu, Zhe Ding, Yu-Chu Tian, Dong Yue, You-Gan Wang
Robust Adaptive Rescaled Lncosh Neural Network Regression Toward Time-Series Forecasting. IEEE Trans. Syst. Man Cybern. Syst. 53 (9) (2023)
Jinran Wu, You-Gan Wang
A working likelihood approach to support vector regression with a data-driven insensitivity parameter. Int. J. Mach. Learn. Cybern. 14 (3) (2023)
Jinran Wu, You-Gan Wang
Iterative Learning in Support Vector Regression With Heterogeneous Variances. IEEE Trans. Emerg. Top. Comput. Intell. 7 (2) (2023)
You-Gan Wang, Jinran Wu, Zhi-Hua Hu, Geoffrey J. McLachlan
A new algorithm for support vector regression with automatic selection of hyperparameters. Pattern Recognit. 133 (2023)
Shuwen Hu, Yi Jing, Tao Li, You-Gan Wang, Zhenyu Liu, Jing Gao, Yu-Chu Tian
Inferring circadian gene regulatory relationships from gene expression data with a hybrid framework. BMC Bioinform. 24 (1) (2023)
Shangrui Zhao, Zhen Yang, Shaotong Zhang, Jinran Wu, Zixi Zhao, Dong-Sheng Jeng, You-Gan Wang
Predictions of runoff and sediment discharge at the lower Yellow River Delta using basin irrigation data. Ecol. Informatics 78 (2023)
Xi-An Li, Jinran Wu, Zhi-Qin John Xu, You-Gan Wang
Solving a class of multi-scale elliptic PDEs by means of Fourier-based mixed physics informed neural networks. CoRR (2023)
Zhe Ding, Yu-Chu Tian, You-Gan Wang, Weizhe Zhang, Zu-Guo Yu
Accelerated computation of the genetic algorithm for energy-efficient virtual machine placement in data centers. Neural Comput. Appl. 35 (7) (2023)
Shangrui Zhao, Yulu Wu, Shuang Tan, Jinran Wu, Zhesen Cui, You-Gan Wang
QQLMPA: A quasi-opposition learning and Q-learning based marine predators algorithm. Expert Syst. Appl. 213 (Part) (2023)
Zhe Ding, Yu-Chu Tian, Maolin Tang, You-Gan Wang, Zu-Guo Yu, Jiong Jin, Weizhe Zhang
Accelerated Genetic Algorithm with Population Control for Energy-Aware Virtual Machine Placement in Data Centers. ICONIP (2) (2023)
Xi'an Li, Jinran Wu, Jiaxin Deng, Zhe Ding, You-Gan Wang, Xin Tai, Liang Liu
Extreme Learning Machine-Assisted Solution of Biharmonic Equations via Its Coupled Schemes. CoRR (2023)
Zhe Ding, Yu-Chu Tian, You-Gan Wang, Weizhe Zhang, Zu-Guo Yu
Progressive-fidelity computation of the genetic algorithm for energy-efficient virtual machine placement in cloud data centers. Appl. Soft Comput. 146 (2023)
Shangrui Zhao, Xuan-Ang Chen, Jinran Wu, You-Gan Wang
Mixture extreme learning machine algorithm for robust regression. Knowl. Based Syst. 280 (2023)
Jiaxin Deng, Xi'an Li, Jinran Wu, Shaotong Zhang, Weide Li, You-Gan Wang
Physical informed neural networks with soft and hard boundary constraints for solving advection-diffusion equations using Fourier expansions. CoRR (2023)
Yang Yang, Hu Zhou, Yuchao Gao, Jinran Wu, You-Gan Wang, Liya Fu
Robust penalized extreme learning machine regression with applications in wind speed forecasting. Neural Comput. Appl. 34 (1) (2022)
Yang Yang, Yuchao Gao, Shuang Tan, Shangrui Zhao, Jinran Wu, Shangce Gao, Tengfei Zhang, Yu-Chu Tian, You-Gan Wang
An opposition learning and spiral modelling based arithmetic optimization algorithm for global continuous optimization problems. Eng. Appl. Artif. Intell. 113 (2022)
Yang Yang, Hu Zhou, Jinran Wu, Zhe Ding, You-Gan Wang
Robustified extreme learning machine regression with applications in outlier-blended wind-speed forecasting. Appl. Soft Comput. 122 (2022)
Hao-Dong Xu, Ru-Ping Liang, You-Gan Wang, Jian-Ding Qiu
mUSP: a high-accuracy map of the in situ crosstalk of ubiquitylation and SUMOylation proteome predicted via the feature enhancement approach. Briefings Bioinform. 22 (3) (2021)
Xuemao Zhang, Sudhir Paul, You-Gan Wang
Small sample bias correction or bias reduction? Commun. Stat. Simul. Comput. 50 (4) (2021)
Liya Fu, Zhuoran Yang, Fengjing Cai, You-Gan Wang
Efficient and doubly-robust methods for variable selection and parameter estimation in longitudinal data analysis. Comput. Stat. 36 (2) (2021)
Shaotong Zhang, Jinran Wu, Yonggang Jia, You-Gan Wang, Yaqi Zhang, Qibin Duan
A temporal LASSO regression model for the emergency forecasting of the suspended sediment concentrations in coastal oceans: Accuracy and interpretability. Eng. Appl. Artif. Intell. 100 (2021)
Zhe Ding, Yu-Chu Tian, Maolin Tang, Yuefeng Li, You-Gan Wang, Chunjie Zhou
Profile-Guided Three-Phase Virtual Resource Management for Energy Efficiency of Data Centers. IEEE Trans. Ind. Electron. 67 (3) (2020)
Shuwen Hu, Aaron Ingham, Sabine Schmoelzl, Jody McNally, Bryce Little, Daniel Smith, Greg Bishop-Hurley, You-Gan Wang, Yutao Li
Inclusion of features derived from a mixture of time window sizes improved classification accuracy of machine learning algorithms for sheep grazing behaviours. Comput. Electron. Agric. 179 (2020)
Jinran Wu, You-Gan Wang, Kevin Burrage, Yu-Chu Tian, Brodie Lawson, Zhe Ding
An improved firefly algorithm for global continuous optimization problems. Expert Syst. Appl. 149 (2020)
Jinran Wu, You-Gan Wang
A working likelihood approach to support vector regression with a data-driven insensitivity parameter. CoRR (2020)
Chen Wei, Zhi-Hua Hu, You-Gan Wang
Exact algorithms for energy-efficient virtual machine placement in data centers. Future Gener. Comput. Syst. 106 (2020)
Insha Ullah, Sudhir Paul, Zhenjie Hong, You-Gan Wang
Significance tests for analyzing gene expression data with small sample sizes. Bioinform. 35 (20) (2019)
Yunlu Jiang, You-Gan Wang, Liya Fu, Xueqin Wang
Robust Estimation Using Modified Huber's Functions With New Tails. Technometrics 61 (1) (2019)
Liya Fu, Yangyang Hao, You-Gan Wang
Working correlation structure selection in generalized estimating equations. Comput. Stat. 33 (2) (2018)
Min Zhu, Chang Liu, You-Gan Wang
A comment on Koh's "The optimal design of fallible organizations: invariance of optimal decision threshold and uniqueness of hierarchy and polyarchy structures". Soc. Choice Welf. 48 (2) (2017)
Liya Fu, You-Gan Wang
Efficient parameter estimation via Gaussian copulas for quantile regression with longitudinal data. J. Multivar. Anal. 143 (2016)
Liya Fu, You-Gan Wang, Min Zhu
A Gaussian pseudolikelihood approach for quantile regression with repeated measurements. Comput. Stat. Data Anal. 84 (2015)
Jianwen Xu, You-Gan Wang
Intra-cluster correlation structure in longitudinal data analysis: Selection criteria and misspecification tests. Comput. Stat. Data Anal. 80 (2014)
Liya Fu, You-Gan Wang
Quantile regression for longitudinal data with a working correlation model. Comput. Stat. Data Anal. 56 (8) (2012)
You-Gan Wang, Liya Fu
Rank regression for accelerated failure time model with clustered and censored data. Comput. Stat. Data Anal. 55 (7) (2011)
You-Gan Wang, Lin-Yee Hin
Modeling strategies in longitudinal data analysis: Covariate, variance function and correlation structure selection. Comput. Stat. Data Anal. 54 (12) (2010)
Liya Fu, You-Gan Wang, Zhidong Bai
Rank regression for analysis of clustered data: A natural induced smoothing approach. Comput. Stat. Data Anal. 54 (4) (2010)
You-Gan Wang, Quanxi Shao, Min Zhu
Quantile regression without the curse of unsmoothness. Comput. Stat. Data Anal. 53 (10) (2009)