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Name : Xiao Zhi Department : Department of Information Management Title : Professor Degree : Ph.D. Phone : (086)023-65102571 Email :xiaozhi@cqu.edu.cn |
Positions
Professor, Doctor, Postdoctoral, Doctoral supervisor, Professor level 3, Director of Information Management Department, School of Economics and Business Administration, Chongqing University.
In charge of “social economic statistics” direction-the first level subject doctoral program of “statistics”, “economic forecasts and optimization decision” direction-doctoral program of “quantity economics” and “prediction and optimization decision” direction-level 1 discipline doctoral program of “management science and engineering” in Chongqing university.
One of the founders of the statistics doctoral program of Chongqing University, one of the founders of the quantitative economy doctoral program of Chongqing University, the founder of the data science and management direction of the business administration doctoral program of Chongqing University, the founder of the information management and information system direction of the management science and engineering doctoral program of Chongqing University.
Director of Information Management Department, School of Economics and Business Administration, Chongqing University (1997-2020)
Professor, Chongqing University (2002-Present)
Associate Professor of Chongqing University (1997-2002)
Lecturer of Chongqing University (1987-1997)
Postdoctoral fellow of Chongqing University (2004- 2010)
Education
Ph.D. (Technology Economy and Management), Chongqing University, July. 2003
B.(Mathematics), Southwest Normal University, July 1982
Research Interests
Business Intelligence and Information Management
Data science and intelligent management
Blockchain and virtual currency
Prediction and Optimal Decision-Making
Information economy and digital economy
Behavioral economy and smart economy
Fintech and risk management
Technological advances in financial risk analytics
Predictive analytics in financial services
Papers
Xiao Zhi has published 150 papers in academic journals in China and at abroad, among which 50 papers have been indexed internationally by SSCI/SCI. There are 5 highly cited papers entering ESI (one currently, two for 10 consecutive years, and two for 4 consecutive years). Published in IEEE Transactions on Fuzzy Systems (2019 Influencing Factor 9.518, JCR partition Q1), IEEE Transactions on Neural Networks and Learning Systems (2019 impact factor 8.793, There are 27 internationally important journal papers in JCR sub-district Q1, such as JCR sub-district Q1), Business Strategy and the Environment (2019 impact factor 5.483, JCR sub-district Q1), with an average impact factor of 4.745 and an average citation rate of 43.9; He has published 92 papers in Chinese journals(including 56 first authors and 33 second authors).
A. Published in Abroad Journal
Ni D, Xiao Z, Lim M K. Machine learning in recycling business: an investigation of its practicality, benefits and future trends[J]. Soft Computing, 2021: 1-21.
Ni D, Xiao Z, Lim M K. A systematic review of the research trends of machine learning in supply chain management[J]. International Journal of Machine Learning and Cybernetics, 2019: 1-20.
FENG XD, XIAO Z, ZHONG B, et al. Dynamic weighted ensemble classification for credit scoring using Markov Chain[J]. Applied Intelligence, 2019, 49(2): 555-568.
FENG XD, XIAO Z, WANG XN et al. Peer-to-Peer Lending Platform Selection Using Intuitionistic Fuzzy Soft Set and D-S Theory of Evidence[J]. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems,2019, 27(1): 1-17.
XIAO Z, LUO Z, ZHONG B, et al. Robust and Efficient Boosting Method Using the Conditional Risk [J]. IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(7): 3069-3083.
FENG X D, XIAO Z, ZHONG B, et al. Dynamic ensemble classification for credit scoring using soft probability [J]. Applied Soft Computing, 2018, 65:139-151.
PAN Y C, XIAO Z, WANG X N, et al. A multiple support vector machine approach to stock index forecasting with mixed frequency sampling [J]. Knowledge-Based System, 2017, 122: 90-102.
XIAO Z, LUO Z, ZHONG B, et al. Robust and efficient boosting method using the conditional risk[J]. IEEE transactions on neural networks and learning systems, 2017, 29(7): 3069-3083.
XIAO, H S, XIAO, Z,WANG, Y. Ensemble classification based on supervised clustering for credit scoring. Applied Soft Computing, 2016, 43: 73-86.
Xianning Wang, Zhi Xiao. A Novel Soft Spatial Weights Matrix Method Based on Soft Sets[J]. International Journal of Applied Decision Sciences. 2016, 9(1):39-69.
Xianning Wang, Xue Xiao, Zhi Xiao, S-REITs’ Performance Forecast Using a Small Sample Model Associating Support Vector Machine with Vector Auto-regression Model, International Journal of Innovative Computing, Information and Control, 2016, 12(1):15-40.
Daoli Yang, Zhi Xiao, Wei Xu, Xianning Wang, Yuchen Pan. A Novel Soft Set Approach for Feature Selection. International Journal of Database Theory and Application, 2016, 9(5):77-90.
Shijie Ye, Zhi Xiao, Guangfu Zhu, Identification of supply chain disruptions with economic performance of firms using multi-category support vector machines, International Journal of Production Research, 2015, 53(10):3086-3103.
Wei Xu, Zhi Xiao, Daoli Yang, Xianglei Yang, A Novel Nonlinear Integrated Forecasting Model of Logistic Regression and Support Vector Machine for Business Failure Prediction with All Sample Sizes, Journal of Testing and Evaluation, 2015, 43(3): 681-693.
Yuan Zou, Zhi Xiao, Xianning Wang, Introduction to linear representations of soft groups, Journal of Intelligent & Fuzzy Systems, 2015, 29(4):1511-1519.
Yuanxiang Dong, Zhi Xiao, A Group Decision Making Method Based on Dempster-Shafer Fuzzy Soft Sets Under Incomplete Information, International Journal of Hybrid Information Technology, 2015, 8(3):287-296.
Wei Xu, Zhi Xiao, Xin Dang, Daoli Yang, Xianglei Yang, Financial ratio selection for business failure prediction using soft set theory, Knowledge-Based Systems, 2014, 63(3):59-67.
Zhi Xiao, Yuan Zou, A comparative study of soft sets with fuzzy sets and rough sets, Journal of Intelligent & Fuzzy Systems, 2014, 27(1): 425-434.
Yuanxiang Dong, Zhi Xiao, Xue Xiao, Default Prediction for Real Estate Companies with Imbalanced Dataset, Journal of Information Processing Systems, 2014, 10(2):314-333.
Xue Wen, Zhi Xiao, Optimistic and pessimistic decision making based on interval-valued intuitionistic fuzzy soft sets, Computer Modelling and New Technologies, 2014, 18(12):1284-1290.
Zhi, Xiao; Chen, Weijie; Li, Lingling. A method based on interval-valued fuzzy soft set for multi-attribute group decision-making problems under uncertain environment, Knowledge and Information systems, v34, n3, pp 653-669,2013.
Gong, Ke; Wang, Panpan; Xiao, Zhi. Bijective soft set decision system based parameters reduction under fuzzy environments, Applied Mathematical Modelling, v37, n6, p4474-4485, March 15, 2013.
Dan Li; Zhi Xiao; Reza Torkzadeh; Xin Dang; The Influence of Crime on Economic Growth: Evidence from a Modified Support Vector Regression Model using Direct Search, International Journal of Applied Mathematics & Statistics, v42, n12, April 7, 2013.
Sisi Xia, Zhi Xiao, Xin Dang, Data analysis approaches of incomplete fuzzy soft sets, International Journal of Applied Mathematics and Statistics, 2013, 47(17):156-168.
Tengzhong Rong, Zhi Xiao, Nonparametric interval prediction of chaotic time series and its application to climatic system, International Journal of Systems Science, 2013, 44(9):1726-1732.
Xiao, Zhi; Xia, Sisi; Gong, Ke; Li, Dan. The trapezoidal fuzzy soft set and its application in MCDM, Applied Mathematical Modelling, v36, n12, p 5844-5855, December 2012.
Xiao, Zhi; Yang, Xianglei; Niu, Qing; Dong, Yuanxiang; Gong, Ke; Xia, Sisi; Pang, Ying. A new evaluation method based on D-S generalized fuzzy soft sets and its application in medical diagnosis problem, Applied Mathematical Modelling, v36, n10, p 4592-4604, October 2012.
Rong, Tengzhong; Xiao, Zhi. MCMC sampling statistical method to solve the optimization, Applied Mechanics and Materials, v 121-126, p 937-941, 2012, Frontiers of Manufacturing and Design Science II.
Kuang, Tanli; Xiao, Zhi. A multi-criteria decision making approach based on triangle-valued fuzzy soft sets, Journal of Convergence Information Technology, v7, n15, p 17-25, 2012.
Xiao, Zhi; Chen, Weijie; Li, Lingling. An integrated FCM and fuzzy soft set for supplier selection problem based on risk evaluation, Applied Mathematical Modelling, v36, n4, p 1444-1454, April 2012.
Rong, Tengzhong; Xiao, Zhi. Nonparametric interval prediction of chaotic time series and its application to climatic system, International Journal of Systems Science, p 1-7, 21 Mar 2012.
Xiao, Zhi; Yang, Xianglei; Pang, Ying. Dang, Xin. The prediction for listed companies' financial distress by using multiple prediction methods with rough set and Dempster-Shafer evidence theory, Knowledge-Based Systems, v26, p 196-206, February 2012.
Chen, Ling; Xiao, Zhi; Huang, Qin; Ma, Le. A longitudinal evaluation of an information system for managing bridges in a large metropolitan area, 2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce, AIMSEC 2011 - Proceedings, p 2707-2712, 2011.
Zhi, Xiao; Weijie, Chen. A Partner Selection Method Based on Risk Evaluation Using Fuzzy Soft Set Theory in Supply Chain, Modeling Risk Management in Sustainable Construction Computational Risk Management, p 19-27. 2011.
Rong, Tengzhong; Xiao, Zhi; Kuang, Tan-li. Prediction based on Markov chains for ladder like rural labor transfer in Western China, 2010 International Conference on Future Information Technology and Management Engineering, FITME 2010, v 1, p 389-392, 2010.
Xiao, Zhi; Gong, Ke; Xia, Sisi; Zou, Yan. Exclusive disjunctive soft sets[J]. Computers and Mathematics with Applications, v 59, n 6, p 2128-2137, March 2010.
Xiao, Zhi; Chen, Ling; Zhong, Bo. A model based on rough set theory combined with algebraic structure and its application: Bridges maintenance management evaluation [J]. Expert Systems with Applications, Volume 37, Issue 7, July 2010, Pages 5295-5299.
Kuang, Tan-li; Xiao, Zhi; Rong, Tengzhong. The aggregation of aggregating methods in MCDM based on the fuzzy soft sets, Proceedings - 2010 2nd WRI Global Congress on Intelligent Systems, GCIS 2010, v 1, p 135-138, 2010.
Xiao, Zhi; Li, Dan; Gong, Ke. A Bijective Soft Set Approach to Regional Sustainable Development Evaluation[C]. Proceedings of the 1st International Conference on Sustainable Construction & Risk Management, v I & II, p 1084-1089, 2010.
Xiao, Zhi; Gong, Ke; Zou, Yan. A combined forecasting approach based on fuzzy soft sets [J]. Journal of Computational and Applied Mathematics, v 228, n 1, p 326-333, June 1, 2009.
Xiao, Zhi; Ye, ShiJie; Zhong, Bo; Sun, CaiXin. BP neural network with rough set for short term load forecasting [J]. Expert Systems with Applications, v 36, n 1, p 273-279, January 2009.
Zou, Yan; Xiao, Zhi. Data analysis approaches of soft sets under incomplete information [J]. Knowledge-Based Systems, v 21, n 8, p 941-945, December 2008.
Xiao, Zhi; Ye, ShiJie; Zhong, Bo; Sun, CaiXin. Short term load forecasting using neural network with rough set. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v3972 LNCS, p 1259-1268, 2006, Advances in Neural Networks- ISNN 2006: Third International Symposium on Neural Networks, ISNN 2006, Proceedings - Part II 8.
Xiao, Zhi; Wang, Mingkai; Xie, Linlin. Personal credit evaluation of college student loans with support vector machine [J]. Journal of Tsinghua University, v 46, SUPPL., p 1120-1124, June 2006.
Xiao, Zhi; Chen, Ling; Zhong, Bo; Ye, Shijie. Recognition for soft information based on the theory of soft sets. 2005 International Conference on Services Systems and Services Management, Proceedings of ICSSSM'05, v2, p1104-1106, 2005, 2005 International Conference on Services Systems and Services Management, Proceedings of ICSSSM'05.
Xiao, Zhi; Lin, HongHua; Zhong, Bo; Yang, Xiu-Tai. Multifactor dynamic rough prediction models and methods for complicated system [M]. International Conference on Machine Learning and Cybernetics, v 3, p 1826-1830, 2003.
Li, Yong; Xiao, Zhi; Liu, FengSheng. Classification of clients in Client Relationship Management (CRM) base on rough set theory [M]. International Conference on Machine Learning and Cybernetics, v 1, p 242-246, 2003.
Xiao, Zhi; Li, Yingbin; Zhong, Bo. Research on combined forecasting method based on rough algebra [M]. Proceedings of 2003 International Conference on Management Science & Engineering, p 667-671, 2003.
B. Published in Chinese Journal
1. Zhang Zhiheng; Xiao Zhi，Hua Yongjun. Influence of Price Limits on the Extreme Risk in Stock Market-based on Comparative Analysis of Chinese A and H Shares [J]. System Engineering, v 33, n 8, p 2015-2020, July 2015.
2. Xiao Zhi; Dong Yuanxiang; Zhou Ming. Analysis on Key Factors of Regional Information Productivity Efficiency Based on the Fuzzy Soft Set Theory. [J]. Soft Science, v 28, n 12, p 135-139, December 2014.
3. Rong Tengzhong; Xiao Zhi. Order Reduction for Higher Order Markov Chain Model and Its Application [J].Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, v 32, n 1, p 81-88, January 2013.
4. Rong Tengzhong; Xiao Zhi. Existence and Uniqueness of the Stationary Distribution for Higher-order Markov Chain [J].Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, v 31, n 2, p 308-314, August 2013.
5. Xiao Zhi; Zhang Jie; Zheng Zhengzheng. Endogeneity Between Labor Mobility and Tertiary Industry: An Empirical Analysis Based on New Economic Geography [J]. Population research, v 36, n 2, p 97-105, March 2012.
6. Xiao Zhi; Yang Wenjun. Design and Development of University Information Disclosure System Based on the jQuery Mobile Method [J]. Research on Library Science, v 23, p 47-51, December 2012.
7. Rong Tengzhong; Xiao Zhi; Liu Chaolin. Multivariate Markov chain model of stock Index by Category [J]. Statistics and Decision, n 10, p 55-57, October 2012.
8. Chen Weijie; Xiao Zhi. Research on Supplier Risk Evaluation Model Based on Fuzzy Soft set [J]. Soft Science, v 27, n 12, p 135-139, December 2013.
9. Xiao, Zhi; Gong, Ke; Li, Dan. Bijective soft set decision system based parameters reduction [J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, v 31, n 2, p 308-314, February 2011.
10. Ye, ShiJie; Xiao, Zhi; Zhong, Bo; Sun, CaiXin. Fuzzy multi-objective model for Environmental/Economic Power Dispatch[J], Chongqing Daxue Xuebao/Journal of Chongqing University, v 33, n 9, p 62-68, September 2010.
11. Zou, Yan; Xiao, Zhi; Gong, Ke. A Soft Set Analysis Method Based on Incomplete Information, Association for information systems [J], China Branch of Association for Information Systems, Second Annual Conference.
12. Zou, Yan; Xiao, Zhi; Gong, Ke. Parameters reduction of soft sets based on invariability of optimal choice objects [J]. Journal of Systems Engineering, v 24, n4, p457-461, August 2009.
13. Xiao, Zhi; Liu, Yang. A Study on the impact of the quality promotion of information disclosure to the cost of equity capital based on empirical evidence of the Shenzhen SME board listed company [J]. Research of Finance and Accounting, n 10, p 53-55, May 2009.
14. Xiao, Zhi; Chen, Ling. The Status of Infrastructure Construction on the Context of Expanding Domestic Demand: Samples from 12 Provinces [J]. Reform, n 5, p110-116, May 2009.
15. Xiao, Zhi; Ye, Shijie. Rough set method for short-term load forecasting [J]. Journal of Systems Engineering, v 24, n 2, p 143-149, April 2009.
16. Xiao Zhi; Wu Wei. A foreign trade risk identification method by the combination of conditional probability and particle swarm [J]. Statistics and Decision, n19, p152-153, October 2008.
17. Xiao, Zhi; He, Shuyan; Wang, Changhai. Regional economic - coordination degree evaluation and application of Investment system [J]. Statistics and Decision, n18, p56-58, September 2008.
18. Xiao, Zhi; Fu, Xiaoxiao; Zhong, Bo; Dynamic VaR Risk Measures Based on EVT-BM-FIGARCH [J]. Chinese Journal of Management Science, v16, n4, p18-23, August 2008.
19. Xiao, Zhi; Fu, Xiaoxiao; Zhong, Bo. Dynamic VaR Risk Measures Based on EVT-POT-FIGARCH [J]. Nankai Business Review, n 4, p 100-104, August 2008.
20. Xiao, Zhi; Wu, Wei. The Application of Combining Forecasting Based on PSO-PLS to GDP [J]. Journal of Management Sciences, n 3, p 115-121, June 2008.
21. Xiao, Zhi; Wang, Yin; Wang, Mingkai. Calculation and analysis of the influence of tax collection and management factors on taxation, Accounting Monthly, n5, p 38-39, 2008.
22. Xiao, Zhi; Lv, Shichang. Comprehensive evaluation research of the ability of independent innovation based on PSO algorithm [J]. Science & Technology Progress and Policy, n 4, p 121-125, April 2008.
23. Xiao, Zhi; Wang, Mingkai; Xie, Linlin; Wang Weili. A study on unbalanced multicriteria classification of inventories based on weighted support vector machines with choice of kernel parameters [J]. Management Science. Album, October 2007.
24. Xiao, Zhi; Lv, Shichang. A Comprehensive Evaluation Study of independent innovation ability of the western region Based on particle swarm optimization[J]. Science and Technology Management Research, n 8, p 24-26, August 2007.
25. Xiao, Zhi; Yu, Mingdong. An Empirical Study of the relationship of the governance structure and the corporate performance of listed companies [J]. Science and Technology Management Research, n 4, p 87-88, April 2007.
26. Xiao, Zhi; Zou, Gang. An Investment Decision Study of the Phased investment decisions of the grid expansion alteration project Based on Real Options [J]. Science and Technology Management Research, n 4, p189-190, April 2007.
27. Li, Dan; Xiao, Zhi; Zhong, Bo. A Comprehensive Evaluation Method of the Enterprise Knowledge Management Performance Based on soft set [J]. Journal of Chongqing University (Natural Science Edition), Special issue, p 90-92, 2006.
28. Xiao, Zhi; Wu, Peiyan; Wen, Jianjuan. Securities and investment of the persistence of fund performance [J]. Reform. Supp, December 2006.
29. Xiao, Zhi; Wu, Peiyan. Selection of indicators of the quality rating of corporate bond [J]. Reform. Supp, December 2006.
30. Li, Guojuan; Xiao, Zhi. Forecast of the Beijing inbound tourism Market [J]. Reform. Supp, December 2006.
31. Xiao, Zhi; Chen, Yudong. Economic efficiency analysis of Chongqing Based on DEA [J]. Reform (Supp), p 235-238, November 2006.
32. Xiao, Zhi; Zou, Gang. The Application of Real Option Approach Based on Ant Colony Algorithm to R&D Investment [J]. Science of Science and Management of S. & T., n 9, p19-21, October 2006.
33. Xiao, Zhi; Chen, Tingting. Export forecast Based on Support Vector Machines [J]. Science and Technology Management Research, n7, p131-134, July 2006.
34. Xiao, Zhi; Liu, Fengsheng; Chen, Tingting. A Customer Classification Method Based on Rough Set [J]. Statistics and Decision, n 3, p132-133, March 2006.
35. Xiao, Zhi; Chen, Ling; Zhong, Bo. R&D Project Termination Decision Based on Improved Rough Sets Theory [J]. Chinese Journal of Management Science, v 13, n 6, p 86-90, December 2005.
36. Zhong, Bo; Xiao, Zhi; Liu, Chaolin; Chen, Ling. The Credit Evaluation Method based on LS-SVM [J]. Statistical Research, n 11, p 29-31, 2005.
37. Xiao, Zhi; Ye, Yulan. A multivariate dynamic rough prediction model for the tourism demand Study [J]. Statistics and Decision, n6, p33-34, June 2005.
38. Xiao, Zhi; Zheng, Daxia. Application of Combination forecasting method in food production Based on Rough Set [J]. Statistics and Decision, n4, p130-132, April 2005.
39. Chen, Ling; Xiao, Zhi; Liu, Xing. Study on the Conservation and Management of Pavement Maintenance Decision [J]. The Comprehensive Transportation Development Strategy in China-Chinese Academy of Engineering s thirty-second Engineering Technology Forum, n11, p293-299, 2004.
40. Zhong, Bo; Zhou, Jiaqi; Xiao, Zhi. A New Power Load Forecasting Model Based on Rough Set and Artificial Neural Network [J]. Systems Engineering Theory and Practice, n6, p 113-119, June 2004.
41. Xiao, Zhi; Zhang, Zhiheng; Huang, Haisheng. Application of Rough Set in the Enterprise financial crisis [J]. Statistics and Decision, n 3, p 48-53, March 2004.
42. Xiao, Zhi; Zhong, Bo; Li, Chang-Long; Chen, Ling. A logistics optimization method Based on ant colony algorithm [J]. Control and Decision (Supp), p 345-346, 2003.
43. Xiao, Zhi; Li, Yingbing; Zhong, Bo. Research on synthetically evaluating method for business competitive capacity based on soft set [J]. Statistical Research, n 10, p 52-54, 2003.
44. Li, Yong; Wei, Zhaowen; Xiao, Zhi. Design of Electric Commerce System Architecture Based on EJB Technology [J]. Journal of Chongqing University (Natural Science Edition), n 8, p 143-146, August 2003.
45. Li, Yong; Xiao, Zhi; Chen, Ling. Structure of Recycle for Methods Base in DSS[J]. Journal of Chongqing University (Natural Science Edition), n 3, p 102-105, March 2003.
46. Li, Yong; Xiao, Zhi; Cao, Guohua. Applying Data Mining Technology to Management [J]. Journal of Chongqing University (Social Sciences Edition), n 6, p 26-28, December 2002.
47. Xiao, Zhi; Li, Changlong; Zhang, Zhiheng. Research on Evaluation Index System and Methods of BPR for Manufacture Corporations [J]. Proceedings of IE&EM 2002&ICECE 2002, n 9, p 120, 2002.
48. Zhong, Bo; Xiao, Zhi; Zhou, Jiaqi. Study on Prediction Methods for Related Relation Based on Rough Set Theory [J]. Operations Research and Management Science, v 11, n 6, p 20-26, December 2002.
49. Xiao, Zhi; Li, Yong; Zhang, Zhiheng. Classify Securities’ Client Based on Rough Set Theory [J]. The Ninth Annual Global Finance Conference, n5, Beijing University 832-839, 2002.
50. Li, Yong; Xiao, Zhi; Li, Changlong. The Cluster Mining Algorithm Based on Profitability of Securities’ Clients [J]. The Ninth Annual Global Finance Conference, n 5, Beijing University 840-846, 2002.
51. Zhong, Bo; Xiao, Zhi; Lin, Honghua. Assigning method of multiple attribute scheme comprehensive compositors based on the time matrix sequence [J]. Control and Decision, n 1, p 765-768, December 2002.
52. Xiao, Zhi; Liu, Min; Feng, Qishan; Zhong, Zhiheng. An Evaluating Method of Human Resource Value Based on Rough Set [J]. Journal of Chongqing University (Natural Science Edition), n 11, p 140-142, November 2002.
53. Xiao, Zhi; Li, Chunhong; Li, Yingbing; Zhong, Bo. The Genetic Algorithms Applied in the Combination Forecasting of Economic Chaos [J]. Journal of Chongqing University (Natural Science Edition), n 11, p 143-146, November 2002.
54. Xiao, Zhi; Liu, Min. New Insurance innovative areas: network insurance [J]. Commercial Research, n 11, p 153-155, November 2002.
55. Zhong, Bo; Xiao, Zhi. A Compound Projection Method Based on Coarse Aggregate Theory [J]. Statistical Research, n 11, p 37-39, 2002.
56. Zhong, Bo; Xiao, Zhi. Application of Compositive Clustering Analysis Methods in Data Preprocessing [J]. Journal of Southwest China Normal University (Natural Science), n 5, p 658-663, October 2002.
57. Li, Yong; Xiao, Zhi; Chen, Ling. Design and Development of Analysis and Forecast System for the Distribution of Car [J]. Journal of Chongqing University (Natural Science Edition), n 9, p 146-149, September 2002.
58. Zhong, Bo; Xiao, Zhi; Li, Yong; Zhang, Zhiheng. The Combined Method in Data Pretreatment Based on Genetic Algorithms [J]. Journal of Southwest China Normal University (Natural Science), n 4, p 497-500, August 2002.
59. Xiao, Zhi; Zhong, Bo; Li, Yingbing. The Application of Assignment Problems in the Supplier Selection in Supply Chain [J]. Operations Research and Management Science, v 11, n 3, p 63-68, June 2002.
60. Xiao, Zhi; Li, Yong; Li, Changlong. Method in Data-Preprocessing Based on Correlation Analysis [J]. Journal of Chongqing University (Natural Science Edition), n 6, p 132-134, June 2002.
61. Xiao, Zhi; Zhong, Bo; Li, Youhui. A Synthetic Evaluation Matter-element Model and an Extension Evaluating Method for Business Competitive Capacity [J]. Operations Research and Management Science, v11, n 2, p71-75, April 2002.
62. Xiao, Zhi; Gan, Deyong; Zhong, Bo. A New Dynamic Method for Calculating NPV [J]. Journal of Chongqing University (Natural Science Edition), n4, p110-112, April 2002.
63. Xiao, Zhi; Gan, Deyong. The competitiveness evaluation index system Building of China's commercial banks [J]. Journal of Chongqing University (Social Sciences Edition) (Supp), p 76-78, 2001.
64. Xiao, Zhi; Ran, Song. The evaluation index system of the competitiveness of enterprises in twenty-first century [J], Statistical Research, n 7, p 64, 2000.
65. Chen, Xun; Xiao, Zhi; Cao, Guohua. Study on Superiority Industry Choice about New Chongqing [J]. Systems Engineering Theory and Practice, n 1, p 91-96, 1999.
66. Xiao, Zhi; Zhong, Bo. Application of Extenics in the assessment of sustainable utilization of land resources [J]. Forecast (Supp), p 115-116, July 1999.
67. Chen, Xun; Xiao, Zhi. Forecast of advantage industries of Chongqing [J]. Forecast (Supp), p 32-34, July 1998.
68. Zhong, Bo; Xiao, Zhi. An Optimal Combinatorial Forecast Method in for Future Profit of Assets [J]. Journal of Chongqing University (Natural Science Edition), n 7, p 123-126, July 1998.
69. Xiao, Zhi; Zhong, Bo; He, Yuequn. Application of genetic algorithm to optimizing problems [J]. Journal of Southwest China Normal University (Natural Science), n4, p152-155, April 1998.
70. Xiao, Zhi; Zhong, Bo. A class of genetic algorithm of optimal combination prediction [J]. Computer science (album), p 22-24, October 1997.
Monographs
“The applied statistics experiment” the editor-in-chief, Chongqing university press, in 2007
“Information intelligence analysis and processing experiment” the editor-in-chief， Chongqing university press, in 2007
“Operations research” the deputy editor-in-chief, Chongqing university press, in 2000
“Probability and statistics” the deputy editor-in-chief, Southwest Normal University Press, in 1994
“Management accounting” the ginseng, Chengdu university of science and technology press, in 1994
Grants and Awards
He has presided over 48 important scientific research projects, and presided over 22 projects as the project leader, including 10 national, provincial and ministerial projects, such as the National Natural Science Foundation of China. The National Bureau of Statistics, Chongqing Municipal Government and other government scientific research awards 9.Major scientific research projects presided over as the project leader:
Supported by National Natural Science Foundation of China (NFC), Research on high-dimensional small-sample prediction model and method for big data,Jan 2021-Dec 2024
Supported by National Natural Science Foundation of China (NFC), Research on Soft Set Prediction Model and Method for Uncertain Mixed Frequency Data, Jan 2017-Dec 2020
Supported by National Natural Science Foundation of China (NFC), Soft set theory for small sample multi-attribute decision making and its application, Jan 2012-Dec 2015
Social Science Foundation of Ministry of Education. Enterprise Supply Chain Based on Soft Set Theory under Emergent Crisis. Jan 2011-Jan 2013
Chongqing Natural Science Foundation Project: Study on Intelligent Monitoring and Warning Model of Government Foreign Trade Information, Sep 2006-Sep 2008
Chongqing natural science foundation project: research on soft information analysis model and method based on soft set theory, July 2004-June 2006
Research on the Basis of Chongqing Municipality: Research on the Extension Analysis Method of Chaotic Information, Dec 2001-June 2003
Chongqing soft science project: intelligent statistical analysis of enterprise information under e-commerce environment, Dec 2001-June 2003
Chongqing Philosophy and Social Science Research Project: Study on the Comprehensive Evaluation System of the Competence of State-owned Enterprises in Chongqing, Sep 1998-Mar 2000
Project of national statistics bureau of China. Research on automation and intelligence of enterprise statistical information. June 1998-June,1999
Relevant awards
“Chinese Local fiscal risk and its control and prevention” obtained the first prize in the sixth social sciences outstanding scientific research achievement of Chongqing issued in 2009, granted by the Chongqing municipal government.
“Research on automation and intelligence of enterprise statistic information-intelligence system of enterprise competitive analysis” has get the 3rd prize of excellent achievement of scientific research by the fifth national statistics, issued by the national bureau of statistics in 2000. At the same time, it was named as the good identification results of the national bureau of statistics.
“Novel thinking for Western central cities opening policy -to establish free trade area theory of Chongqing and countermeasure research” won the 3rd prize in the first social sciences outstanding scientific research achievement of Chongqing, issued by the Chongqing municipal government in 2001.
“Economic and social development Consulting research in Kaixian county in Chongqing” won the 3rd prize in the fifth social sciences outstanding scientific research achievement of Chongqing issued, granted by the Chongqing municipal government in 2006.
“Evaluation index system of enterprise competitiveness in the 21st century” won the 3rd prize the Lulu cup - national excellent selection of theses on statistics, awarded by the national statistical institute and the national scientific research management office was in 2001.
“Industrial structure adjustment and optimization of Sichuan province” It got the 3rd prize of good analysis report in the third national industrial census, issued by the third industrial census office in 1997.
“Impact of administrative division adjustment on industrial structure in Sichuan and optimization” won the 1st prize of the third industrial census results development in Sichuan province, issued by the third industrial census office of Sichuan province in 1997.
“Countermeasures research on state-owned industry in Chongqing” won the 2st prize of the third industrial census results development in Chongqing, issued by the third industrial census office of Chongqing in 1997.
Teaching
Doctoral courses: Data Science and Intelligent Management, Statistics and Operations Research, Mathematical Methods for Management
Master courses: Big Data Analysis and Decision Making, Decision Theory and Methods, Operations Research
EMBAcourses: Data Analysis and Management Decision Makiing
MBAcourses: Big data for business, data, models and decision making, applied statistics
MPAcourses: Quantitative research methods, social research methods
Undergraduatecourses: Big data and intelligence analysis, economics and management of data analysis, operations research, statistics, information management, decision theory and method, information intelligent analysis and forecast, management accounting, linear algebra, forecasting, multi-objective decision-making, probability and statistics, analytic geometry, high-level programming language, C language, python, database and its application, compiling principle, data structure, etc.
Trainingcourses: Big data and artificial intelligence, data and Internet, large data and statistics, big data intelligent analysis, financial data, smart financial, regional financial innovation, financial and risk management of science and technology, economic data and scientific management, digital economy and behavior, the tax and financial big data, data with chain management, the block chain finance, quantitative finance, large data with smart financial, block chain And financial risk.
Activities
Vice Chairman of China Information Economics Society (2009-Present)
China Information Economics Annual Conference. 2007-2020.
35th International Symposium On Forecasting Riverside, California–USA 21-24 JUNE, 2015 Riverside Convention Center.
National Statistical Society 0f China Annual Conference, 2016.
Practice and Service
Study on Toll Volume and Toll Forecast of Chengyu Expressway. Project of chongqing expressway development and construction corporation, Dec 2008-July 2009.
Comprehensive analysis of economic evaluation and pre-test system overall design. Chang 'an Automobile has limited liability as a public company item, Sep 1998-Mar 2000.
Design of sales information intelligent analysis and auxiliary decision system for China Jialing Industry Co., Ltd. Project of China Jialing Industry Co., Ltd. June 2000-June 2001.
Marketing Information Analysis and Decision System Design of Chongqing Changjiang Bearing Industry Co., Ltd. Project of chongqing changjiang bearing industry co., LTD, Dec 1999-Mar 2001.
