Name | Jinfeng Wang | |
Title | Associate Professor | |
Areas of Research | Data Mining,Machine Learning |
Personal Profile |
JinFeng Wang PhD,Graduate Supervisor College of Mathematics and Informatics The South China Agricultural University GuangZhou, GuangDong, China Email: wangphoenix@163.com Research interests: Data Mining, Machine Learning, Bioinformatics Research Hosted Projects 1)Farmland Evaluation and Intelligent Decision System based on Big Data Mining, Supported by Science and Technology Planning Project of Guangdong Province, China(2015A020209150); 2)Data Mining on Bioinformatics based on Generalized Fuzzy Integrals, Natural Science Foundation of China(NSFC), (61202295), 2013.01-2015.12; 3)Research on Generalized Fuzzy Integral and application in Bioinformatics. The 50th Chinese Postdoctoral Science Foundation, (2011M501338), 2011.09-2012.09; 4)Research on Intelligent Human-Computer Interactive Systems. The Youth Research Foundation of the South China Normal University, 2011.12-2012.12; 5)Research on Intelligent Human-Computer Interaction in Education Informationization. The “211 project” young teacher research foundation of College of Educational Information Technology of the South China Normal University,2011.12-2012.12. Publications Journal Articles (1)Wang, J., Ge, A., Hu, Y., Li, C., and Wang, L.: A fuzzy intelligent system for land consolidation – a case study in Shunde, China, Solid Earth, 6, 997-1006, doi:10.5194/se-6-997-2015, 2015.(SCI:2.27).ISSN:1869-9510 (2)JinFeng Wang, KwongSak Leung, KinHong Lee, WenZhong Wang, WenZhong Wang, Jun Xu, Multiple Nonlinear Integrals for Classification, Journal of Intelligent and Fuzzy System, 28, pp. 1635-1645, 2015. (SCI,1.812,). (3)JinFeng Wang, Deep fuzzy integral, computer application and research(C), vol. 32(10), 2914-1917, 2015.10.. (4)JinFeng Wang, KinHong Lee, KwongSak Leung, ZhenYuan Wang, WenZhong Wang, Jun Xu, Nonlinear Integrals with Polynomial Kernel and Its Applications, International Journal of Intelligent Systems,Vol. 27, Issue 1, pp. 48–68, January 2012. (SCI, IF: 1.653) (5)JinFeng Wang, KinHong Lee, KwongSak Leung, ZhenYuan Wang, Jun Xu, Multi-regression Based on Upper and Lower Nonlinear Integrals, International Journal of Intelligent Systems,Vol. 27, Issue 6, pp. 519-538, 2012.(SCI, IF: 1.653) (6)KS Leung, KH Lee, JF Wang(Corresponding author), Eddie YT Ng, Henry LY Chan, Stephen KW Tsui, Tony SK Mok, Chi-Hang Tse, Joseph JY Sung, Data Mining on DNA Sequences of Hepatitis B Virus. IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 8, No. 2, pp. 428-440, 2011.03. (SCI,IF: 2.25) (7)Gang Li, JinFeng Wang, KinHong Lee, KwongSak Leung, Instruction-Matrix-Based Genetic Programming, IEEE Transactions on SMC, Part B, vol. 38, No.4, pp. 1036 – 1049, August, 2008. (SCI, IF:3.05) (8)JinFeng Wang, XiZhao Wang. The Affection of Sensitive and Insensitive Attributes on Decision Tree, Development and Application of Computer Engineering, vol. 39, No. 26, pp. 78-80, 2003. (9)JinFeng Wang, XiZhao Wang. Comparative Study of Two Kind of Fuzzy Decision trees. Development and Application of Computer Engineering, vol. 39, No. 29, pp. 92-95, 2003.
Conference Articles: (1)Jinfeng Wang, Wenzhong Wang, Gaussian Fuzzy Integral based classification,Intelligent and Evolutionary Systems, Springer, Proceeding of The 19th Asia Pacific Symposium on Intelligent and Evolutionary Systems, MonKok, 2015.11.22-25.(EI) (2)JinFeng Wang, Fuzzy Decision Tree System for Potential Evaluation of Land Consolidation, Proceeding of the 5th international workshop on computer science and engineering(WCSE 2015) (ISBN: 978-981-09-5471-0),Part 2, 609-614,2015.04.15-17, Moscow, Russia.(EI) (3)JinFeng Wang, Land Indexes Selection Based on Fuzzy Measures, Proceeding of the 5th international workshop on computer science and engineering(WCSE 2015) (ISBN: 978-981-09-5471-0),Part 2, 615-620,2015.04.15-17, Moscow, Russia.(EI) (4)JinFeng Wang, Jun Xu, A Survey on Opportunistic Routing in Multi-hop Wireless Network, The International Conference Management and Information Engineering, pp. 80-83, 2012.07 (EI). (5)JinFeng Wang, KwongSak Leung, KinHong Lee, ZhenYuan Wang, Jun Xu, Study on Upper and Lower Nonlinear Integrals, The International Conference Management and Information Engineering, pp. 186-189, 2012.07 ( EI). (6)JinFeng Wang, KinHong Lee, KwongSak Leung, L1-norm Regularization based Nonlinear Integrals, on Proceedings of ISNN'09, Advances in Neural Networks, Springer’s Lecture Notes on Computer Science (LNCS) , Vol. 5551/2009, pp. 201-208, May, 2009. (EI) (7)JinFeng Wang, KwongSak Leung, KinHong Lee, ZhenYuan Wang, Polynomial Nonlinear Integrals, on Proceedings of ISNN 2008, Advances in Neural Networks, Vol. 5263/2008, pp. 539-548, 2008.09. (EI) (8)JinFeng Wang, KinHong Lee, KwongSak Leung, ZhenYuan Wang, Projection with Double Nonlinear Integrals for Classification, on Book of Advances in Data Mining, Vol. 5077/2008, pp. 142-152, 2008.07.(EI) (9)Jin-Feng Wang, Kin Hong Lee, Kwong Sak Leung, Condition Matrix Based Genetic Programming for Rule Learning, on Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence, Arlington, VA, Washington, pp. 315-322, November, 2006. (EI) (10)Jin-Feng Wang, Xi-Zhao Wang, Lazy Approach for Ordinal Classification, Proceedings of the 11th Joint International Computer Conference, Chongqing, pp. 395-398, 10-12 Nov., 2005. (11)John W.T. Lee, Xi-zhao Wang and Jin-feng Wang, Finding Reducts for Ordinal Decision Tables, Proceedings of the fourth International Conference on Machine Learning and Cybernetics, Guangzhou, Vol. 5, pp. 3143 – 3147, Aug., 2005. (EI) (12)Xi-Zhao Wang, Jin-Feng Wang, A Comparative Study on Heuristic Algorithms about Robustness, Proceedings of the 11th World Congress of International Fuzzy Systems Association, Beijing, pp. 1616-1619, July, 2005. (EI) (13)Jin-Feng Wang, Xi-Zhao Wang, Analysis of Robustness about Decision Tree Induced by Insensible Attribute, Proceedings of the third international conference on machine learning and cybernetics, Shanghai, vol.3, pp.1874-1877, 26-29 Aug. 2004. (EI) (14)Jin-Feng Wang, Xi-Zhao Wang, A Lazy Algorithm for Decision Tree Induction Based on Importance of Attributes, Proceedings of the second International Conference on Machine Learning and Cybernetics, Xi’an, Vol. 4, pp.1549-1552, 2-5 Nov. 2003. (EI) (15)Jin-Feng Wang, Xi-Zhao Wang, Ming-Hu Ha, Attribute Selection’s Impact on Robustness of Decision Trees,Proceedings of the first International Conference on Machine Learning and Cybernetics, Vol.4, pp. 1829 -1832, 4-5 Nov., 2002. (EI)
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