Selected Publications

• P. Dong and J. Liu, "Hyperspectral Image Classification Using Support Vector Machines with an Efficient Principal Component Analysis Scheme", in Y. Wang and T. Li, editors, Foundations of Intelligent Systems, pp. 131-140, Springer, 2011.
• J. Liu, "Computational Error Control in Numerical Solution of Differential Equations", in Mark Zhou, editor, Advances in Communication Technology, pp. 139-144, IERI, 2011.
• P. Dong and J. Liu, "Earth Observing-1 (EO-1) Hyperspectral Image Classification Using Support Vector Machine", the 8th International Conf. on Optimization: Techniques and Applications, 2010.
• J. Liu and X. Yuan, "Obscure Bleeding Detection in Endoscopy Images Using Support Vector Machines",
  Optimization and Engineering, 2009, (10), pp. 289-299.
• D. Kaown and J. Liu, "A Fast Geometric Algorithm for Finding the Minimum Distance between Two Convex Hulls",
  Proceedings of the 48th IEEE Conference on Decision and Control, Shanghai, China, 2009.
• B. Giritharan, X. Yuan, and J. Liu, "Incremental Classification Learning for Anomaly Detection in Medical Images",
  Proceedings of the SPIE Conference on Medical Imaging, Orlando, Florida, Feb. 17-22, 2009.
• J. Liu, X. Yuan, and B. Buckles, "Automated Breast Cancer Diagnosis using Level-set Statistics and Support Vector Machines",
  Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vancouver, BC, August 20-24, 2008.
• B. Giritharan, X. Yuan, J. Liu, B. Buckles, S. Tang, and J. Oh, "Bleeding Detection from Capsule Endoscopy Videos",
  Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vancouver, BC, August 20-24, 2008.
• S. Yan, J. Liu, and W. Shi, "Improving the Accuracy of Boundary Element Method for Parasitic Extraction",
  Proceedings of the Asia and South Pacific Design Automation Conference, Japan, 2003, pp. 261-267.
• J. Liu, "An Interior Trust Region Algorithm for Nonlinear Minimization with Linear Constraints".
  Journal of Computational Mathematics, 2002, (3), pp. 225-244.
• W. Shi, J. Liu, N. Kakani, T. Yu, "A Fast Hierarchical Algorithm for 3-D Capacitance Extraction",
  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2002, (21), pp. 330-336.
• T.F. Coleman, J. Liu, and W. Yuan, "A New Trust-region Algorithm for Equality Constrained Optimization",
  Computational Optimization and Applications, 2002, (21), pp. 177-199.
• T.F. Coleman and J. Liu, "An Exterior Newton Method for Large-scale Convex Quadratic Programming",
  Computational Optimization and Applications 2000, (15), pp. 5-32.
• T.F. Coleman, J. Liu, and W. Yuan, "A Quasi-Newton Quadratic Penalty Method for Minimization Subject to Nonlinear Equality Constraints",
  Computational Optimization and Applications, 2000, (15), pp. 103-123.
• T.F. Coleman and J. Liu, "An Interior Newton Method for Quadratic Programming",
  Mathematical Programming, 1999, (85), pp. 491-523.