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  Correspondence

·  Name:   Xiang-Yu Hua

·  E-mail:   hxy9069@163.com

·  Address:   Economic Monitoring and Forecasting Office, Zhejiang Economic Information Center, Hangzhou, 310006, China

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  Biography


     Xiang-Yu Hua received his B.S. degree in mathematics and applied mathematics in College of Mathematics and Computer Science from Yunnan University of Nationalities, M.S. degree in applied mathematics in College of Science, and Ph.D. degree in business administration in College of Economics and Management from Zhejiang University of Technology, China, in 2011, 2013 and 2016, respectively. Currently, he is an Assistant Researcher at Economic Monitoring and Forecasting Office, Zhejiang Economic Information Center. His research interests include machine learning, data mining, regional economics and spatial economics.

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  Research Interests

·  Machine learning and Data mining

     Classification

     Regression

     Cluster

·  Regional economics and Spatial economics

    Industrial Economics

    Economic Geography

    Spatial Analysis

Publications

 

·  吕海萍,化祥雨,池仁勇,刘洪民. 研发要素空间联系及其对区域创新绩效的影响——基于浙江省的实证分析[J].华东经济管理, 2018, 5: 20-26. CSSCI

 

·  化祥雨. 树立产业创新服务综合体“标杆”[J]. 浙江经济,  2018, 4: 40.

 

·  化祥雨. 谋划构建“一带一路”国际贸易合作组织[J]. 浙江经济,  2018, 8: 40.

 

·  Ya-Fen Ye, Yuan-Hai Shao, Nai-Yang Deng, Chun-Na Li, Xiang-Yu Hua. Robust Lp-norm least squares support vector regression with feature selection[J]. Applied Mathematics and Computation, 2017, 305: 32-52. (SCI)

 

·  化祥雨. 强化双创空间集聚与空间联系[J]. 浙江经济, 2017, 13: 44.

 

·  吕海萍,池仁勇,化祥雨. 创新资源协同空间联系与区域经济增长——基于中国省域数据的实证分析[J]. 地理科学, 2017, 37(11): 1649-1658. (国内一级, CSSCI)

 

·  Ya-Fen Ye, Lan Bai, Xiang-Yu Hua, Yuan-Hai Shao, Zhen Wang, Nai-Yang Deng. Weighted Lagrange ε–twin support vector regression [J]. Neurocomputing, 2016, 197: 53-68. (SCI)

 

·  Zhi-Min Yang, Xiang-Yu Hua*, Yuan-Hai Shao*, Ya-Fen Ye. A novel parametric-insensitive nonparallel support vector machine for regression[J]. Neurocomputing, 2016,171: 649-663. (SCI)

 

·  化祥雨,杨志民,叶娅芬. 金融空间联系与经济增长关系——基于江苏省县域的实证研究[J]. 经济地理,  2016, 36(3): 32-40. (国内一级, CSSCI)

 

·  Yuan-Hai Shao, Xiang-Yu Hua, Li-Ming Liu, Zhi-Min Yang, Nai-Yang Deng. Combined outputs framework for twin support vector machines[J]. Applied Intelligence, 2015, 43(2): 424-438. (SCI)

 

·  杨志民,化祥雨*,叶娅芬,邵元海. 金融空间联系及K-means聚类中心等级识别研究——以长三角为例[J]. 地理科学, 2015, 35(2): 144-150. (国内一级,CSCD)

 

·  Xiang-Yu Hua, Zhi-Min Yang, Ya-Fen Ye, Yuan-Hai Shao. A novel dynamic financial conditions index approach based on accurate online support vector regression[C]. The Third International Conference on Information Technology and Quantitative Management (ITQM2015), 2015, 55: 944-952. (ISTP)

 

·  Hai-Ping Lv, Xiang-Yu Hua, Ren-Yong Chi. Research on spatial linkages of foreign R&D investment in China[C]. The 22nd Annual Global Finance Conference & The 7th International Conference on WTO and Financial Engineering, 2015. (ISTP)

 

·  杨志民,化祥雨*,叶娅芬,邵元海. 金融空间联系与SOM神经网络中心等级识别——以浙江省县域为例[J].经济地理, 2014, 34(12): 93-98. (国内一级,CSSCI)

 

·  杨志民, 化祥雨*, 邵元海, 叶娅芬. 外商直接投资空间联系研究——以浙江省为例[J]. 经济地理, 2013, 33(11): 21-27. (国内一级,CSSCI)

 

·  Yuan-Hai Shao, Lan Bai, Zhen Wang, Xiang-Yu Hua, Nai-Yang Deng. Proximal Plane Clustering via Eigenvalues[C]. The First International Conference on Information Technology and Quantitative Management (ITQM2013), 2013, 17: 41-47. (ISTP)

 

·  Zhi-Min Yang, Xiang-Yu Hua*, Yuan-Hai Shao. Empirical Analysis of AdaBoost Twin Bounded Support Vector Machines[J]. Journal of Information & Computational Science, 2012, 9(16): 5085-5092. (EI)

 

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