中文

Journal Publications

[1]Muzhou Hou, Zheng Wang, Xiaowei Liu, Yani Yin, Yuzhuo Dai, Lu Yan.Deep learning for tracing esophageal motility function over time.Computer Methods and Programs in Biomedicine, 2021, 207: 1-7.
[2]Yinghao Chen, Muzhou Hou*, Xiaoliang Xie, Jundong Hou, Rong Chen.Research on users’participation mechanisms in virtual tourism communities by Bayesian network.Knowledge-Based Systems, 2021, 226: 1-13.
[3]Kai Cao, Muzhou Hou*, Ying Xiao.Correlation-driven framework based on graph convolutional network for clinical disease classification.Journal of Statistical Computation and Simulation, 2021: 1-17.
[4]Attention graph convolutional nets for esophageal contraction pattern recognition in high-resolution manometries., 2021: 1-9.
[5]Zheng Wang, Muzhou Hou*, Yu Meng, Xiaowei Liu, Danhua Zhu, Fanggen Lu, Xiaojun Li, Futian Weng, Ying Xiao.R-JaunLab：Automatic Multi-Class Recognition of Jaundice on Photos of Subjects with Region Annotation Networks.[J].Digital Signal Processing, 2021, 34 (2) : 337-350.
[6]Numerical solving of the generalized Black-Scholes differential equation using Laguerre neural network..Digital Signal Processing, 2021, 112: 1-11.
[7]Min Liu, Muzhou Hou*, Yangjin Cheng, Juan Wang.Solving two-dimensional linear partial differential equations based on Chebyshev neural network with extreme learning machine.[J].Engineering Computations, 2021, 38 (2) : 874-894.
[8]Zheng Wang, Muzhou Hou*, Juan Wang, Kai Cao, Jialin Liu, Futian Weng.Numerical solution for high-dimensional partial differential equations based on deep learning with residual learning and data-driven learning.International Journal of Machine Learning and Cybernetics, 2021: 1-13.
[9]Zheng Wang, Muzhou Hou, Jie Zhang, Yu Meng, Futian Weng, Yinghao Chen, Fanggen Lu, Xiaowei Liu.An Effective CNN Method for Fully Automated Segmenting Subcutaneous and Visceral Adipose Tissue on CT Scans[J].Annals of Biomedical Engineering，2020, 48 (1) : 312-328.
[10]Zheng Wang, Muzhou Hou, Xiaowei Liu, Jie Zhang, Yong Li, Ying Xiao.Automatically discriminating and localizing COVID-19 from community-acquired pneumonia on chest X-rays[J].Pattern Recognition，2020, 2020: 1-9.
[11]Yanfei Lu, Muzhou Hou, Gang Chen, Qingfei Yin, Hongli Sun.Solving the ruin probabilities of some risk models with Legendre neural network algorithm[J].Digital Signal Processing，2020, 99: 102634:1-12.
[12]Yunlei Yang, Muzhou Hou, Tianle Zhang, Futian Weng, Jianshu Luo, Hongli Sun.Neural network algorithm based on Legendre improved extreme learning machine for solving elliptic partial differential equations[J].Soft Computing,(2020), 24 (1083-1096.)
[13]Yunlei Yang, Muzhou Hou, Jianshu Luo, Zhongchu Tian.Numerical solution of several kinds of differential equations using block neural network method with improved extreme learning machine algorithm[J].Journal of Intelligent & Fuzzy Systems 2020, 38 (3) : 3445-3461.
[14]Futian Weng, Muzhou Hou, Yinhao Chen, Zheng Wang, Jianshu Luo, Zhongchu Tian.Gold price forecasting research based on an improved online extreme learning machine algorithm[J].Journal of Ambient Intelligence and Humanized Computing,2020, 11 (10) : 4101-4111.
[15]Yinghao Chen, Muzhou Hou, Xiaoliang Xie, Tianle Zhang, Jiaxian Bai..A deep residual compensation extreme learning machine and applications[J].Journal of Forecasting，2020, 39 (6) : 968-999.
[16]Yang-Jin Cheng, Muzhou Hou, Juan Wang.An improved optimal trigonometric ELM algorithm for numerical solution to ruin probability of Erlang(2) risk model[J].Multimedia Tools and Applications，2020, 2020: 1-21.
[17]Min Liu, Muzhou Hou, Juan Wang, Yangjin Cheng.Solving two-dimensional linear partial differential equations based on Chebyshev neural network with extreme learning machine[J].Engineering Computations，2020, 2020: 1-21.
[18]Tianle Zhang, Muzhou Hou, Weirong Cheng, Yangjin Cheng, Tao Zhou, Zhaode Liu.Land-use classification via ensemble dropout information discriminative extreme learning machine based on deepconvolution feature[J].Computer Science and Information System，2020, 2020, 17 (2) : 1-18.
[19]Yinghao Chen, Muzhou Hou, Chun Yi, Xiaoliang Xie, Yangjin Cheng.Solution of Ruin Probability for Continuous Time Model Based on Block Trigonometric Exponential Neural Network[J].Symmetry 2020, 2020, 12 (6) : 1-19.
[20]Yanfei Lu, Muzhou Hou, Qingfei Yin, Hongyi Li, Hongli Sun, Yunlei Yang.Solving higher order nonlinear ordinary differential equations with least squares support vector machines[J].Journal of Industrial and Management Optimization，2020, 16 (3) : 1481-1502..

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