Dr. Bin Gu, PhD

Bin Affiliation
Postdoctoral Fellow
University of Western Ontario
Associate Professor
Nanjing University of Information Science and Technology
Research Interests
Machine learning, Medical image analysis, Data mining.
Education
2007 - 2011 Doctor of Philosophy, Computer Applied Technology, Nanjing University of Aeronautics and Astronautics, China.
2005 - 2007 Master of Engineering, Computer Applied Technology, Nanjing University of Aeronautics and Astronautics, China.
2001 - 2005 Bachelor of Engineering, Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, China.
Publications
Journal Articles
1. Bin Gu, Victor S. Sheng, Keng Yeow Tay, Walter Romano, and Shuo Li. (2014) Incremental Support Vector Learning for Ordinal Regression. IEEE Transactions on Neural Networks and Learning Systems, (in press, DOI: 10.1109/TNNLS.2014.2342533)
2. Wang, Z.; Salah, M.B.; Gu, B.; Islam, A.; Goela, A.; Li, S.. (2014) Direct Estimation of Cardiac Biventricular Volumes With an Adapted Bayesian Formulation. Biomedical Engineering, IEEE Transactions on, 61(4): 1251-1260
3. Victor S. Sheng, Bin Gu, Wei Fang, Jian Wu. (2014) Cost-sensitive learning for defect escalation. Knowledge-Based Systems, 66: 146-155
4. Bin Gu, Victor S. Sheng (2013) Feasibility and Finite Convergence Analysis for Accurate On-line nu-Support Vector Learning. IEEE Transactions on Neural Networks and Learning Systems, 24(8):1304-315
5. Bin Gu, Jian-Dong Wang, Guan-Sheng Zheng, Yue-Cheng Yu (2012) Regularization Path for nu-Support Vector Classification. IEEE Transactions on Neural Networks and Learning Systems, 23(5):800-811
6. Bin Gu, Jian-Dong Wang, Yue-Cheng Yu, Guan-Sheng Zheng, Yu-Fan Huang, Tao Xu (2012) Accurate on-line nu-support vector learning. Neural Networks, 27(0):51-59
7. Bin Gu, Jian-Dong Wang, Tao Li (2010) Ordinal-Class Core Vector Machine. Journal of Computer Science and Technology, 25(4):699-708
8. Bin Gu, Guan-Sheng Zheng, Jian-Dong Wang. Analysis for Incremental and Decremental Standard Support Vector Machine. Journal of Software, 24(7):1601-1613 (in Chinese)
9. Bin Gu, Jian-Dong Wang (2012) An Effective nu-Path Algorithm for nu-Support Vector Regression. Journal of Software, 23(10): 2643-2654 (In Chinese)
Conference Proceedings
1. Bin Gu, Jian-Dong Wang, Hai-Yan Chen (2008) On-line Off-line Ranking Support Vector Machine and Analysis. In Proceedings of International Joint Conference on Neural Networks (IJCNN'08), New York: IEEE Press
Contact Information
Office Phone 519-646-6000 (ext. 64626)
Email jsgubin@nuist.edu.cn
Website http://dig.lhsc.on.ca/members/gubin.php