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Recommended MA Supervisor

Basic Information

Name: 肖毅
Name (Pinyin): xiao yi
E-Mail:
School/Department: 信息管理学院
Professional Title: Professor
Status: Employed
College: 信息管理学院
Discipline: 情报学
Enrollment Major: 管理科学与工程

Research Focus

◇ （经济金融）信息预测

◇ 数据挖掘

◇ 商务智能

◇ 大数据管理与应用

Education & Teaching

Scientific Research

-Paper Publications

[1] .[1] Xiao Yi*, Wu Sheng, He Chen, Hu Yi, Yi Ming. An effective hybrid wind power forecasting model based on "decomposition-reconstruction-ensemble" strategy and wind resource matching. Sustainable Energy, Grids and Networks, 2024, 38(6):101293. (SCI JCR一区). https://doi.org/10.1016/j.segan.2024.101293.
[2] .[2]肖毅,薛晓斐,易明,肖明.融合动态泊松网络与关系强度Deffuant模型的舆情演化研究[J].情报科学,2023,41(06):70-78.DOI:10.13833/j.issn.1007-7634.2023.06.009.
[3] .[3] Xiao Yi*, Xie Minghu, Hu Yi, Yi Ming*. Effective multi-step ahead container throughput forecasting under the complex context. Journal of Forecasting, 2023, 42(7), 1823–1843. (SSCI JCR一区). https://doi.org/10.1002/for.2986.
[4] .[4] Xiao Yi*, Xue Xiaofei, Hu Yi, Yi Ming*. Novel decomposition and ensemble model with attention mechanism for container throughput forecasting at four ports in Asia. Transportation Research Record, 2023, 2677(6), 530–547. (SCI JCR三区). https://doi.org/10.1177/03611981221149434.
[5] .[5] 肖毅,刘曜嘉,胡毅.后疫情时代下基于WTC方法的汽车产业安全预警研究[J].工业技术经济,2022,41(06),144-152.
[6] .[6]鄢澜,李思涵,肖毅,寇宇轩,刘敦虎,肖进.基于Metacost的客户信用评估半监督异构集成模型研究[J].中国管理科学,2022,30(12):211-221.
[7] .[7] 肖毅, 熊凯伦, 张希. 基于TEI@I方法论的企业财务风险预警模型研究. 管理评论, 2020, 32(7), 226–235.
[8] .[8] Yi Xiao*, Keying Li, Yi Hu, Jin Xiao, Shouyang Wang. Combining STRIPAT model and gate recurrent unit for forecasting nature gas consumption of China. Mitigation and Adaptation Strategies for Global Change. (SCI检索 JCR二区). 2020, 25(7), 1325–1343. DOI: 10.1007/s11027-020-09918-1.
[9] .[9] Yi Xiao*, Xueting Tian, Ming Xiao. Tourism traffic demand prediction using google trends based on EEMD-DBN. Engineering, 2020, 12, 194-215. (SCI 一区 Index). DOI: 10.4236/eng.2020.123016. March 30, 2020.
[10] .[10] Yi Xiao, Shouyang Wang, Ming Xiao, Jin Xiao, Yi Hu∗. The analysis for the cargo volume with hybrid discrete wavelet modeling. International Journal of Information Technology & Decision Making, 2017, 16(3), 851–863. (SSCI/SCI 二区Index). DOI: 10.1142/S0219622015500285.
[11] .[11] Jin Xiao, Yi Hu, Yi Xiao∗, Lixiang Xu, Shouyang Wang. A hybrid transfer learning model for crude oil price forecasting. Statistics and Its Interface, 2017, 10(1), 119–130. (SSCI/SCI 二区Index). doi: 10.4310/SII.2017.v10.n1.a11. January 2017.
[12] .[12] Ling Xie, Jin Xiao*, Yi Hu, Hengjun Zhao, Yi Xiao. China’s energy consumption forecasting by GMDH based auto-regressive model. Journal of Systems Science and Complexity, 2017, 30(6), 1332–1349. (SCI 四区 Index). DOI: 10.1007/s11424-017-6030-y. December 2017.
[13] .[13] Xi Zhang, Dongmei Guo*, Yi Xiao, Mingxi Wang. Do spatial spillover effects of nonperforming loans for commercial banks exist? evidence from Chinese provinces. Emerging Markets Finance & Trade, 2017, 53(9), 2039-2051. (SSCI 三区 Index). DOI: 10.1080/1540496X.2017.1280668. Aug 2017.
[14] .[14] Yi Xiao, John J. Liu, Shouyang Wang, Jin Xiao, Yi Hu*. Throughput estimating based port development and management policies analysis. Maritime Policy & Management, 2016, 43(1), 84–97. (SSCI 三区 Index). doi:10.1080/03088839.2015.1047806.
[15] .[15] Yi Xiao, Yang Liu, John J. Liu, Jin Xiao, Yi Hu*. Oscillations extracting for the management of passenger flows in the airport of Hong Kong. Transportmetrica A: Transport Science, 2016, 12(1), 65-79. (SSCI/SCI 三区 Index). DOI:10.1080/23249935.2015.1099576.
[16] .[16] Yi Xiao, John J. Liu, Jin Xiao, Yi Hu, Hui Bu, Shouyang Wang. Application of multiscale analysis-based intelligent ensemble modeling on airport traffic forecast. Transportation Letters: the International Journal of Transportation Research, 2015, 7(2), 73-79. (SSCI/SCI Index). dio: 10.1179/1942787514Y.0000000035.
[17] .[17] Yi Xiao, John J. Liu, Shouyang Wang, Yi Hu, Jin Xiao. Multiple dimensioned mining of financial fluctuation through radial basis function networks. Neural Computing and Applications, 2015, 26(2), 363-371. (SCI Index). dio: 10.1007/s00521-014-1722-x.
[18] .[18] Xiao Jin, Xiao Yi, Huang Anqiang, Liu Dunhu, Wang Shouyang. Feature-selection-based dynamic transfer ensemble model for customer churn prediction. Knowledge and Information Systems, 2015, 43, 29-51. (SCI index). dio: 10.1007/s10115-013-0722-y.
[19] .[19] Yi Xiao, John J. Liu, Yi Hu, Yingfeng Wang, Kin Keung Lai, Shouyang Wang. A neuro-fuzzy combination model based on singular spectrum analysis for air transport demand forecasting. Journal of Air Transport Management, 39, 1-11, 2014. (SSCI Index). dio: 10.1016/j.jairtraman.2014.03.004.
[20] .[20] Xiao Yi, Xiao Jin, Liu John, Wang Shouyang. A multiscale modeling approach incorporating ARIMA and ANNS for financial market volatility forecasting. Journal of Systems Science and Complexity, 27(1), 225-236, 2014. (SCI Index).
[21] .[21] Xiao Jin, Xiao Yi, Fu Julei, Wang Shouyang. A transfer forecasting model for container throughput guided by discrete PSO. Journal of Systems Science and Complexity, 27(1), 181-192, 2014. (SCI Index).
[22] .[22] Xiao Yi, Xiao Jin, Wang Shouyang. A hybrid forecasting model for non-stationary time series: an application to container throughput prediction. International Journal of Knowledge and Systems Sciences, 2012, 3(2), 67-81.
[23] .[23] Xiao Yi, Xiao Jin, Wang Shouyang. A hybrid model for time series forecasting. Human Systems Management, 2012, 31(2), 133-143.
[24] .[24] Xiao, Y, Xiao, J, Lai, KK and Wang, SY. A nonlinear neural networks ensemble model for nonstationary financial market trend mining. IEEE Transactions on Neural Networks & Learning Systems, 2012, Forthcoming.
[25] .[25] Xiao, Y, Xiao, M and Zhao, FZ. Improving financial returns using neural networks and adaptive particle swarm optimization. Proceedings of 5th International Conference on Business Intelligence and Financial Engineering, Lanzhou, China, August 18-21, 2012, pp. 15-19. (EI index).
[26] .[26]2012年全球Top20集装箱港口预测报告，经济与社会发展报告系列丛书. 2012,5, Global-Link Publisher, Hong Kang, London, Tokyo.
[27] .[27] Xiao Yi, Xiao Ming. Study on Competitive Advantage and Construction Strategy of E-commerce Ecosystem [A], Proceedings of IEEE International Conference on Business Intelligence and Financial Engineering [C], Wuhan, China, November 17-20, 2011, pp. 207-210. (EI index)
[28] .[28] Xiao Yi, Lou CeQun, and Liu Gang. Personalized Knowledge Push Service Based on Semantic Web [A], Proceedings of IEEE International Conference on E-Business and E-Government [C], Guangzhou, China, May 7-9, 2010, pp. 1872-1875. (EI index)
[29] .[29] Xiao Yi, Yi Ming, Li YanHui, and Xiao Ming. Study on Application of Long-distance Education Resource Grid [A], Proceedings of IEEE International Conference on E-Business and E-Government [C], Guangzhou, China, May 7-9, 2010, pp. 62-65. (EI index)
[30] .[30]肖毅，王方，网络信息种群共生理论及其模型研究，图书情报工作，2009 (18)：17-21
[31] .[31] Xiao Yi, Xiao Ming, and Zhang Fan. Agents-based intelligent retrieval framework for the semantic web [A], Proceedings of IEEE International Conference on Wireless Communications, Networking and Mobile Computing [C], Shanghai, China, September 21-23, 2007, pp. 5357-5360. (EI index)
[32] .[32] Xiao Yi, Xiao Ming, and Zhao Hui. An ontology for e-government knowledge modeling and interoperability [A], Proceedings of IEEE International Conference on Wireless Communications, Networking and Mobile Computing [C], Shanghai, China, September 21-23, 2007, pp. 3605-3608. (EI index)
[33] .[33] Xiao Yi, Xiao Ming, and Zhang Fan. Intelligent Information Retrieval Model Based on Multi-Agent [A], Proceedings of IEEE International Conference on Wireless Communications, Networking and Mobile Computing [C], Shanghai, China, September 21-23, 2007, pp. 5464-5467. (EI index)
[34] .[34] Xiao Yi, Xiao Ming, and Zhao Hui. Security Defense of Information System Based on Artificial Immunology [A], Proceedings of International Conference on E-Business [C], Wuhan, China, May 27-28, 2006, pp. 960-966. (ISTP index)
[35] .[35] Xiao Yi, Hu Weixiong, Xiao Ming, and Zhao Hui. Study on intrusion detection system based on immune agent [J], Computer Engineering, 2006,32(10):188-190. (EI index)
[36] .[36]肖毅，甘仲惟，肖明，赵慧，基于移动Agent的个性化信息服务系统的设计与实现，计算机工程与科学，2006，28（3）：36-38
[37] .[37]肖毅，胡伟雄，肖明，赵慧，基于免疫的入侵检测系统研究，计算机工程，2006，32（20）：188-190(EI index)
[38] .[38]肖毅, 甘仲惟, 肖明, 赵慧，基于Multi-Agent技术的个性化信息服务研究，计算机应用研究，2005（3）：82-84
[39] .[39] Xiao Ming, Liang Qi, Xiao Yi. Implementation of Campus Grid-Based Visualization Technique[A], Proceedings of IEEE International Conference on Wireless Communications, Networking and Mobile Computing [C], Dalian, China, October 12-17, 2008, pp. 1-4. (EI index)
[40] .[40] Xiao Ming, Hu Jinzhu, Xiao Yi. A study on ontology learning for the intelligent search engine [A], Proceedings of IEEE International Conference on Wireless Communications, Networking and Mobile Computing [C], Shanghai, China, September 21-23, 2007, pp. 5369-5372. (EI index)
[41] .[41] Zhao Hui, Xiao Ming, Xiao Yi. Optimal feature selection based on bayesian networks, Proceedings of International Conference on Wavelet analysis and pattern recognition, Beijing, China, Nov 02-04, 2007, pp. 597-601. (EI index)
[42] .[42] Xiao Ming, Xiao Yi, and Zhao Hui. Similarity Ontology Alignment in OWL-Lite [A], Proceedings of the International Conference On E-Business [C], Wuhan, China, May 27-28, 2006, pp. 950-959. (ISTP index)
[43] .[43]肖明，胡金柱，肖毅，面向智能搜索引擎的本体学习研究，计算机应用研究，2008(8)：2362-2365
[44] .[44]王方，娄策群，肖毅，基于信息产业集群技术标准的竞争力提升策略研究，情报科学，2009（2）：289-292

-Research Projects

◇ 主持及参与国家社会科学基金面上项目“基于智能集成建模的预测方法及其应用研究”；国家发展改革委员会金宏工程“宏观经济监测预测预警系统”；中国人民银行“宏观经济预测与政策效应模型及系统开发”子项目“货币监测与分析系统”；中央高校基本科研业务费专项资金（国际合作）资助项目（CCNU13F030），基于定性定量综合集成的预测方法研究；中国博士后科学基金面上资助项目（2013M530753），基于智能集成的预测方法研究；教育部人文社会科学研究青年基金项目（11YJC870028），电子商务生态系统运行机制研究；中国科学院知识创新工程“全球经济监测与政策模拟仿真平台研究”（KACX1-YW-0906）；湖北省高等学校青年教师深入企业行动计划项目；中央高校基本科研业务费专项资金资助项目（CCNU10A01031），电子商务生态系统研究；华中师范大学青年科学基金项目（400311），基于Agent的智能信息检索应用研究。,

-Published Books