Prof. Xinzheng Xu

China University of Mining and Technology, China

Email: xuxinzh@163.com

Qualifications

2012 Ph.D., China University of Mining and Technology, China

Publications (Selected)

1. Xinzheng Xu, Shan Li, Tianming Liang, Tongfeng Sun. Sample Selection Based Hierarchical Extreme Learning Machine. Neurocomputing, 2020, 377C, 95-102.
2. Yanyan Guo, Xin Wang, Pengcheng Xiao, Xinzheng Xu. An Ensemble Learning Framework Based on Convolutional Neural Network and Multiple Classifiers. Soft Computing, 2020, 24(5): 3727-3735.
3. Xinzheng Xu, Tianming Liang, Dong Zheng, Tongfeng Sun. Review of Classical Dimensionality Reduction and Sample Selection Methods for Big-scale Data Processing. Neurocomputing, 2019, 328:5-15.
4. Xinzheng Xu, Dong Shan, Shan Li, Tongfeng Sun, Pengcheng Xiao, Jianping Fan. Multi-label learning method based on ML-RBF and Laplacian ELM. Neurocomputing, 2019, 331, 213-219.
5. Dong Shan, Xinzheng Xu, Tianming Liang, Shifei Ding. Rank-adaptive non-negative matrix factorization. Cognitive Computation, 2018, 10(3): 506-515.
6. Xinzheng Xu, Guanying Wang, Shifei Ding, Yuhu Cheng, Xuesong Wang. Pulse Coupled Neural Networks and Parameters Optimization Methods. Neural Computing and Applications, 2017, 28(S1): 671–681.
7. Tianming Liang, Xinzheng Xu, Pengcheng Xiao. A new Image Classification Based on Modified Condensed Nearest Neighbor and Convolutional Neural Networks. Pattern Recognition Letters, 2017, 94, 105-111.
8. Xinzheng Xu, Tianming Liang, Guanying Wang, Maxin Wang, Xuesong Wang. Self-Adaptive PCNN Based on the ACO Algorithm and its Application on Medical Image Segmentation. Intelligent Automation & Soft Computing, 2017, 23(2): 303-310.
9. Xinzheng Xu, Dong Shan, Guanying Wang, Xiangying Jiang. Multimodal Medical Image Fusion Using PCNN Optimized By the QPSO Algorithm. Applied Soft Computing, 2016, 46, 588-595.
10. Guanying Wang, Xinzheng Xu, Xiangying Jiang, Shifei Ding. Medical Image Registration Based on Self-adapting Pulse Coupled Neural Networks and Mutual Information Algorithm. Neural Computing and Applications, 2016, 27(7): 1917-1926.
11. Xinzheng Xu, Guanying Wang, Shifei Ding, Xiangying Jiang, Zuopeng Zhao. A New Method for Constructing Granular Neural Networks Based on Rule Extraction and Extreme Learning Machine. Pattern Recognition Letters, 2015, 67(2): 138-144.
12. Xinzheng Xu, Shifei Ding, Weikuan Jia, Gang Ma, Fengxiang Jin. Research of assembling optimized classification algorithm by neural network based on Ordinary Least Squares (OLS). Neural Computing and Applications, 2013, 22(1): 187-193.