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教授 博士生导师 硕士生导师
入职时间：
1985-07-01
所在单位：
数学与统计学院
职务：
Professor
学历：
博士研究生毕业
办公地点：
中南大学，新校区，数理楼，南楼453
性别：
男
联系方式：
houmuzhou@sina.com; hmzw@csu.edu.cn Email： hmzw@csu.edu.cn
学位：
博士学位
在职信息：
在职
毕业院校：
中南大学
学科：
数学
论文成果
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论文成果
[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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