Name: SHI Yong
Title: Professor
Research Areas: Optimization Data Mining, Multiple Criteria Decision Making, Credit Scoring System
E-mail: yshi@ucas.ac.cn
Administrative Title: Director of Research Center on Fictitious Economy & Data Science
Highest Degree&Year Earned: Ph.D, 1995
Discipline: Virtual Business
Publication in the Past 5 Years:
1)English Journals&Journal Citations (SSCI/SCI/EI/CSSCI)
1.Yang J . Unsupervised anomaly segmentation via deep feature reconstruction[J]. Neurocomputing, 2020, 424(11). SCI
2. Cruz-Duarte, Jorge & Ortiz-Bayliss, José Carlos & Amaya, Ivan & Shi, Yong & Terashima-Marín, Hugo & Pillay, Nelishia. (2020). Towards a Generalised Metaheuristic Model for Continuous Optimisation Problems. Mathematics. 8. 2046. 10.3390/math8112046. SCI
3. Li J , Guo K , Viedma E H , et al. Culture versus Policy: More Global Collaboration to Effectively Combat COVID-19 - ScienceDirect[J]. The Innovation.
4. Mi Y L , Liu W , Shi Y , et al. Semi-supervised Concept Learning by Concept-cognitive Learning and Concept Space[J]. IEEE Transactions on Knowledge and Data Engineering, 2020, PP(99):1-1. SCI
5. Cruz-Duarte J M , Amaya I , Ortiz-Bayliss J C , et al. CUSTOMHyS: Customising Optimisation Metaheuristics via Hyper-heuristic Search[J]. SoftwareX, 2020. SCI
6. Shi Y , Zheng Y , Guo K , et al. The Evolution Characteristics of Systemic Risk in China's Stock Market Based on a Dynamic Complex Network[J]. Entropy, 2020, 22(6):614. SCI
7. Li W , Zhu L , Shi Y , et al. User reviews: Sentiment analysis using lexicon integrated two-channel CNN-LSTM family models[J]. Applied Soft Computing, 2020, 94:106435. SCI
8. Zc A , Wei C A , Yong S . Ensemble learning with label proportions for bankruptcy prediction[J]. Expert Systems with Applications, 146. SCI
9. Shi Y , Liu J , Wang B , et al. Deep learning from label proportions with labeled samples[J]. Neural Networks, 2020, 128. SCI
10. Mi Y , Shi Y , Li J , et al. Fuzzy-Based Concept Learning Method: Exploiting Data With Fuzzy Conceptual Clustering[J]. IEEE TRANSACTIONS ON CYBERNETICS, 2020. SCI
11. Liu F , Peng Y , Chen Z , et al. Modeling of Characteristics on Artificial Intelligence IQ Test: a Fuzzy Cognitive Map-Based Dynamic Scenario Analysis[J]. International Journal of Computers, Communications & Control (IJCCC), 2019, 14(6):653-669. SCI
12. Kwak W , Yong S , Cheng F L . Data Mining Applications in Accounting and Finance Context[J]. World Scientific Book Chapters, 2020.
13. Wu, Wenshuai & Xu, Zeshui & Kou, Gang & Shi, Yong. (2020). Decision-Making Support for the Evaluation of Clustering Algorithms Based on MCDM. Complexity. 2020. 1-17. 10.1155/2020/9602526. SCI
14. Y Shi, Y Zheng, Guo K , et al. Stock movement prediction with sentiment analysis based on deep learning networks[J]. Concurrency and Computation Practice and Experience, 2020. SCI
15. Shi Y , X Ren, Guo K , et al. Research on the economic development pattern of Chinese counties based on electricity consumption[J]. Energy Policy, 2020, 147(12):111881. SCI
16. Parallel RMCLP Classification Algorithm and Its Application on the Medical Data，Zhiquan Qi, Yingjie Tian, Yong Shi, Vassil N. Alexandrov,IEEE Trans. Cloud Comput. 8(2): 532-538 (2020) SCI
17.Qi, Z., Y. Tian, and Y. Shi, "Multiple Nonparallel Structural Support Vector Machines for Classification," Information Science, forthcoming, (P, R)-33% contribution. SCI
18.Shi Y., L. Cui, Z. Qi, F. Meng and Z. Chen, "Automatic Road Crack Detection Using Random Structured Forests," IEEE Transactions on Intelligent Transportation Systems, Vol. 17, No. 12:3434-3445, 2016, (P, R)-20% contribution. SCI
19.Shi Y., L. Cui, Z. Qi, F. Meng and Z. Chen, "Automatic Road Crack Detection Using Random Structured Forests," IEEE Transactions on Intelligent Transportation Systems, Vol. 17, No. 12:3434-3445, 2016, (P, R)-21% contribution. SCI
20.Shi Y., L. Cui, Z. Qi, F. Meng and Z. Chen, "Automatic Road Crack Detection Using Random Structured Forests," IEEE Transactions on Intelligent Transportation Systems, Vol. 17, No. 12:3434-3445, 2016, (P, R)-22% contribution. SCI
21. Wang H D , Guo S C , Bamakan S M H , et al. Homeomorphism Problems of Fuzzy Real Number Space and The Space of Bounded Functions with Same Monotonicity on [-1,1][J]. International journal of computers, communications & control, 2015, 10(6):889-903.
22.D. Liu, Y. Tian, and Y. Shi, “Ramp loss nonparallel support vector machine for pattern classification,” Knowledge-Based Systems, Vol. 85, pp. 224-233, 2015. (P, R)-33% contribution. SCI
23.F. Liu, Y. Shi, and B. Wang, “World Search Engine IQ Test Based on the Internet IQ Evaluation Algorithms,” International Journal of Information Technology & Decision Making, Vol. 14(02), pp. 221-237, 2015. (P, R)-25% contribution. SCI
24.L. Niu, R. Zhou, X. Zhao, and Y. Shi, “Two New Decomposition Algorithms for Training Bound-Constrained Support Vector Machines,” Foundations of Computing and Decision Sciences, Vol. 40(1), pp.67-86, 2015. (P, R)-25% contribution. SCI
25.X. Zhao, Y. Shi, and L. Niu, “Kernel based simple regularized multiple criteria linear program for binary classification and regression,” Intelligent Data Analysis, Vol. 19(3), pp.505-527, 2015. (P, R)-33% contribution. SCI
26.Lee, J.W., Y. Shi, F. Wang, H. S. Lee, and H. K., Kim, “Advertisement Clicking Prediction by Using Multiple Criteria Mathematical Programming,” The World Wide Web Journal, May, 2015. (P, R)-33% contribution. SCI
27.Niu, L.F., R.Z. Zhou, X. Zhao and Y. Shi, “Two New Decomposition Algorithms for Training Bound-Constrained Support Vector Machines,” Foundations of Computing and Decision Sciences. Vol. 40 (1), 67–86, 2015. (P, R)-25% contribution.
2) Chinese Journals&Journal Citations (SSCI/SCI/EI/CSSCI)
1. Wen Long, Yeran Tang, Yong Shi, Is the irrational behavior of investors the cause of momentum effect—— Evidence from Internet Financial Forum, securities market guide, 2020
Projects Statistics:
1) Number of Research Projects in the Past 5 Years: 3
2) Number of Industrial Projects in the Past 5 Years: 2
Honor and Awards: the Georg Cantor Award of the International Society on Multiple Criteria Decision Making (MCDM); Fudan Prize of Distinguished Contribution in Management; Outstanding Young Scientist Award; Elsvier Highly Cited Chinese Scholars; Co-Recipient of 2016 Herbert Simon Award for Outstanding Contribution in Information Technology and Decision Making , Highly Cited Researches by Clarivate Analytics-Web of Sciences; Co-Recipient of Pattern Recognition Best Paper Award, the 23th International Conference on Pattern Recognition; Application Contribution Award in System Science and System Engineering; Highly Cited Researches by Thompson and Reuters-Web of Sciences; Siwei CHENG Outstanding Research Award;
Social Activities: Senior Member of IEEE; Editor-in-Chief of International Journal of Information Technology and Decision Making (SCI); Member of Editorial Board for a number of academic journals, Academician of the International Eurasian Academy of Sciences; Fellow of the World Academy of Sciences for Advancement of Science in Developing Countries ; Top 10 Most Respected Deans of School of Business.
