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Zhang Huiyan

Zhang Huiyan


Zhang Huiyan

 

Beijing Technology and Business University

School of Computer and Information Engineering

China

zhanghuiy@th.btbu.edu.cn

Dr. Zhang Hui-yan was born in Heilongjiang in 1973, China. She received the B.E. degree in industrial electrical and automation from Textile University of China (Dong Hua University), Shanghai, China, in 1996 and the Master degree in Control theory and control engineering from Harbin Institute of Technology, Harbin, China, in 1997, and the Ph.D. degree in Power system and its automation from Graduate School of Chinese Academy of Sciences, Beijing, China, in 2006.

From 1996 to 2000 she was an engineer in Harbin Decorative Fabric Factory. From 2006 to 2010 she was with College of Computer and Information Engineering, Beijing Technology and Business University as an Assistant Professor. Since 2010, she has been with College of Computer and Information Engineering, Beijing Technology and Business University as an Associate Professor. Her research interests include subjective and objective information fusion, statistical signal processing, video/image processing, Bayesian theory, graph theory and Time series analysis, artificial intelligence, financial automation,. In particular, her present major interest is subjective and objective information fusion, Bayesian estimation and big data tendency analysis.

ZHANG is the Fellow of Chinese Society of Artificial Intelligence. She has published about 30 papers in the optimal design, mathematics, information fusion and control processing journals.

Education

Aug 2003 – Jul 2006

 

Chinese Academy of Sciences

 

PhD, Power system and its automation

, China

Aug 2001 – Jul 2003

 

School of Electrical Engineering & Automation ,Harbin Institute of Technology

 

MS, Control theory and control engineering

, China

Aug 1992 – Jul 1996

 

Textile University of China (Dong Hua University)

 

BS, Electrical Engineering and Automation

, China

Thesis

Research Experience

Jul 2010 – present

 

associate professor

 

Beijing Technology and Business University, School of Computer and Information Engineering

Beijing, China

Associate Professor  2010-present

Jul 2006 – Jun 2010

 

Assistant Professor

 

Beijing Technology and Business University, Department of Automation

Beijing, China

Aug 1996 – Jul 2000

 

Engineer

 

Harbin Decorative Fabric Factory, equipment division

, China

Statistics

 

 

Publications

22

Reads

74

Citations

1

Awards & Grants

Mar 2013

Award: Beijing high education achievement award two award

Oct 2010

Award: Beijing Association of high education laboratory work prize for academic papers

Skills & Activities

Skills

Machine Learning, Pattern Recognition, Classification, Feature Extraction, Clustering, Supervised Learning, Advanced Machine Learning, Neural Networks and Artificial Intelligence, Pattern Classification, Feature Selection, Unsupervised Learning, Data Mining and Knowledge Discovery

Languages

Chinese, English

Scientific Memberships

Chinese Society of Artificial Intelligence, Fellow

Interests

reading, travelling

Books

Huiyan Zhang: Information and control technology of chain retail enterprise supply chain risk early warning.. 01/2016; China Machine Press.

Book Chapters

Journal Publications

Li shuang, Zhang huiyan: Fuzzy Optimization Classification Model in Chinese Medicine Constitution of Multi-Attribute Skin Indexes*.

Qian Sun, Xiaoyi Wang, Jiping Xu, Li Wang, Huiyan Zhang, Jiabin Yu, Tingli Su, Xun Zhang: Camera Self-calibration with Lens Distortion. Optik - International Journal for Light and Electron Optics 01/2016; 127(10). DOI:10.1016/j.ijleo.2016.01.123

Li Wang, Xiaoyi Wang, Jiping Xu, Huiyan Zhang, Junyang Yao, Xuebo Jin, Cuiling Liu, Yan Shi: Time-varying nonlinear modeling and analysis of algal bloom dynamics. Nonlinear Dynamics 12/2015;  DOI:10.1007/s11071-015-2552-9

H. Zhang, S. Li, J. Yu, X. Wang, J. Xu: Collaborative optimization of photovoltaic/battery power source for water quality buoy based on fuzzy integer programming.

Huiyan Zhang, Qingwei Zhu, Jihong Zhang: Research on Eliminating Harmonic in Power System Based on Wavelet Theory.

Li Wang, Huiyan Zhang, Hong Xue: Life Prediction based on Degradation Amount Distribution using Composite Time Series Analysis. 12/2012; 1. DOI:10.1016/j.ieri.2012.06.034

Huiyan Zhang, Meiluan Cui, Hong Xue: Research progress on control theory application to supply chain management. 01/2011;

Weng Yifang, Li Yumei, Zhao Xiaoping, Zhang Huiyan, Wang Jian: Study on seawater metal corrosion modeling based on Partial Least-Square Regression.

Li Yumei, Weng Yifang, Cao Xianbing, Zhang Huiyan, Wang Jian: The study on multi-factor causal correlation degree and its application in seawater corrosion behavior.

Weng Yifang, Zhang Huiyan, Tian Ying, Chen Sibo: An Approach to Stability Analysis for Fuzzy Control Systems with Parametric Uncertainty.

Zhang Huiyan: Synergetic control of super capacitors energy storage system.

Patents

Zhang Huiyan: Traditional Chinese medicine constitution optimization classification method based on improved CART decision tree and fuzzy naive Bayes combination model. Ref. No: 201610264903X, Year: 04/2016

Zhang Huiyan: A comprehensive evaluation method of the skin state of projection integral function based on three dimensional coordinates. Ref. No: 2015106661727, Year: 10/2015

Zhang Huiyan: Optimization and construction method of small buoy power supply system for water quality monitoring. Ref. No: CN104598687A, Year: 06/2015

Wang Xiaoyi,Zhang Huiyan: Chaotic time series forecasting method for algae bloom in urban lake of complex network. Ref. No: 2015101289615, Year: 03/2015

Conference Proceedings

Zhaoyang Wang, Huiyan Zhang, Xiaoyi Wang, Hong Meng, Yinmou Dong, Yifan He, Shuang Li: Fuzzy Evaluation Modeling and Simulation Research on the Skin Condition Based on CRITIC. 2015 International Symposium on Computers and Informatics; 01/2015

Yan Shi, Qin Wang, Huiyan Zhang: Hybrid ensemble PSO-GSO algorithm. 2012 IEEE 2nd International Conference on Cloud Computing and Intelligence Systems (CCIS); 10/2012

Li Wang, Huiyan Zhang, Hong Xue: Reliability evaluation based on DAD using non-stationary time series method. 2012 International Conference on Measurement, Information and Control (MIC); 05/2012