Prof. Jiye Liang

School of Computer and Information Technology

Shanxi University, China

Email: ljy@sxu.edu.cn

Qualifications

Ph.D., University of Manitoba, Canada

M.Sc., University of Petroleum, China

Publications (Selected)

1. Yuhua Qian, Jiye Liang, Witold Pedrycz, Chuangyin Dang. Positive approximation: an accelerator for attribute reduction in rough set theory. Artificial Intelligence, 2010, 174(9-10): 597-618. (SCI).
2. Yuhua Qian, Jiye Liang, Weizhi Wu, Chuangyin Dang. Information granularity in fuzzy binary GrC model. IEEE Transactions on Fuzzy Systems, 2011, 19(2): 253-264. (SCI, EI).
3. Fuyuan Cao, Jiye Liang, Liang Bai, Xingwang Zhao, Chuangyin Dang. A framework for clustering categorical time-evolving data. IEEE Transactions on Fuzzy Systems, 2010, 18(5): 872-882. (SCI, EI).
4. J. Y. Liang, Z. Z. Shi, D. Y. Li. Information entropy, rough entropy and knowledge granulation in incomplete information systems. International Journal of General Systems, 2006, 35(6): 641-654.
5. J. Y. Liang, K. S. Chin, C. Y. Dang and C. M. YAM. Richard.．A new method for measuring uncertainty and fuzziness in rough set theory. International Journal of General Systems, 31(4): 331-342, 2002. (SCI).
6. J. Y. Liang, Z. Z. Shi. The information entropy， rough entropy and knowledge granulation in rough set theory. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 12 (1): 37-46, 2004. (SCI, EI).
7. Yuhua Qian, Jiye Liang, Chuangyin Dang. Incomplete multigranulation rough set. IEEE Transactions on Systems, Man and Cybernetics-Part A, 2010, 40(2): 420-431. (SCI, EI).
8. Chuangyin Dang, Wei Ma, Jiye Liang. A deterministic annealing algorithm for approximating a solution of the min-bisection problem. Neural Networks, 2009, 22(1): 58-66. (SCI, EI).
9. Jiye Liang, Yuhua Qian. Information granules and entropy theory in information systems. Science inChina, Series F: Information Sciences, 2008, 51(10): 1427-1444. (SCI).
10. Jiye Liang, Junhong Wang, Yuhua Qian. A new measure of uncertainty based on knowledge granulation for rough sets. Information Sciences, 2009, 17(9): 458-470. (SCI, EI).
11. Yuhua Qian, Jiye Liang, Yiyu Yao, Chuangyin Dang. MGRS:  a multi-granulation rough set. Information Sciences, 2010, 180: 949-970. (SCI, EI).
12. Yuhua Qian, Chuangyin Dang, Jiye Liang, Dawei Tang. Set-valued ordered information systems. Information Sciences, 2009, 179: 2809-2832. (SCI, EI).
13. Yuhua Qian, Jiye Liang, Deyu Li, Haiyun Zhang, Chuangyin Dang. Measures for evaluating the decision performance of a decision table in rough set theory. Information Sciences, 2008, 178(1): 181-202. (SCI, EI).
14. Yuhua Qian, Jiye Liang, Chuangyin Dang. Knowledge structure, knowledge granulation and knowledge distance in a knowledge base. International Journal of Approximate Reasoning, 2009, 50: 174-188. (SCI, EI).
15. Yuhua Qian, Jiye Liang, Chuangyin Dang. Consistency measure, inclusion degree and fuzzy measure in decision tables. Fuzzy Sets and Systems, 2008, 159: 2353-2377. (SCI, EI).
16. Fuyuan Cao, Jiye Liang, Guang Jiang. An initialization method for the K-Means algorithm using neighborhood model. Computers and Mathematics with Applications, 2009, 58: 474-483. (SCI, EI).
17. Yuhua Qian, Jiye Liang, Chuangyin Dang. Interval ordered information systems. Computers & Mathematics with Applications, 2008, 56: 1994-2009. (SCI, EI).
18. Yuhua Qian, Jiye Liang, Chuangyin Dang. Converse approximation and rule extracting from decision tables in rough set theory. Computers & Mathematics with Applications. 2008, 55: 1754-1765. (SCI, EI).
19. Yuhua Qian, Jiye Liang, Chuangyin Dang, Haiyun Zhang, Jianmin Ma. On the evaluation of the decision performance of an incomplete decision table. Data & Knowledge Engineering, 2008, 65(3):373-400. (SCI, EI).
20. Yuhua Qian, Jiye Liang, Deyu Li, Feng Wang, Nannan Ma. Approximation reduction in inconsistent incomplete decision tables. Knowledge-Based Systems, 2010, 23(5): 427-433. (SCI, EI).
21. Wei Wei, Jiye Liang, Yuhua Qian, Feng Wang, Chuangyin Dang. Comparative study of decision performance of decision tables induced by attribute reductions. International Journal of General Systems, 2010, 39(8): 813-838. (SCI, EI).
22. Yuhua Qian, Jiye Liang, Peng Song, Chuangyin Dang. On dominance relations in disjunctive set-valued ordered information systems. International Journal of Information Technology & Decision Making, 2010, 9(1): 9-33. (SCI).
23. Xiaofang Gao, Jiye Liang. The dynamical neighborhood selection based on the sampling density and manifold curvature for isometric data embedding. Pattern Recognition Letters, 2011, 32(2): 202-209.  (SCI).
24. Fuyuan Cao, Jiye Liang. A data labeling method for clustering categorical data. Expert Systems with Applications, 2011, 38(3): 2381-2385. (SCI, EI).

Profile Details

http://www.jiyeliang.net/