People
Update: June 9th, 2009
Director
Current Students
- Gilbert, Robin C.
Ph.D. candidate - Maalouf, Maher
Ph.D. candidate
Ph.D. Supervision
- Yuan, Yuan
Fall 2008, Spring 2009
Postgraduate Supervision
- Adrianto, Indra
Summer-Fall 2008 - Alwazzi, Samir A.
Academic years 2003-2005 - Cho, Byung-Rae
Spring-Summer 1994 - Malyscheff, Alexander M.
Spring 2002, academic year 2003 - Mishina, Tsutomu
Fall 1996, Spring 1997 - Oladunni, Olutayo O.
Summer-Fall 2006 - Son, Hyung-Jin
Summer-Fall 2006, Spring 2007
Graduated Ph.D. Students
- Adrianto, Indra (2008)
The p-center based kernel machines and applications - Al-Kahtani, Rashid M. (1995)
Interactive interior cutting plane algorithms for large scale multiple objective linear programming problems - Alwazzi, Samir A. (2002)
Robust optimization in support vector machines and applications - Beardslee, Eugene A. (2007)
Dynamic optimization of service part inventory control policy through applied data mining and simulation - Cho, Byung-Rae (1994)
Optimization issues in quality engineering - Couellan, Nicolas P. (1997)
Primal-dual techniques for nonlinear programming and applications to artificial neural network training - Ince, Huseyin (2002)
Decomposition techniques for support vector machines training and applications - Kasap, Suat (2003)
Differential-algebraic equations in primal dual interior point optimization methods: a new approach to the parametrization of the central trajectory - Malyscheff, Alexander M. (2001)
Optimization issues in data analysis : an analytic center approach to kernel methods - Mansouri, Hicham (2008)
Robust on-line reinforcement learning using kernels - Mishina, Tsutomu (1996)
A circumscribed ellipsoid method for multiobjective programming and applications to robust optimization - Oladunni, Olutayo O. (2006)
Least square multi-class kernel machines with prior knowledge and applications - Park, Jin (2006)
Uncertainty and sensitivity analysis in support vector machines : robust optimization and uncertain programming approaches - Santosa, Budi (2005)
Learning from data with uncertainty : robust multiclass kernel-based classifiers and regressors - Son, Hyung-Jin (2006)
Incremental kernel learning algorithms and applications - Tutunji, Tarek A. (1996)
Logarithmic barrier functions and Newton-type methods with applications to neural network training
Graduated Masters Students (with Thesis)
- Alonso, Delphine (2005)
Integer programming applied to regression - Couellan, Nicolas P. (1995)
Artificial neural network training via interior point methods (Best Masters Thesis Award) - Gilbert, Robin C. (2006)
Learning with kernels and applications - Jeyabalan, Chidambaram (1998)
Statistical analysis of the base data from the WSR-88D weather radar and description of mesocyclone features using neural networks - Parekh, Rupesh K. (1996) (Outstanding International Student of the Year 1994)
Radial Basis Function Neural Networks training via a Primal-Dual Interior Point Method - Play, Aymeric (2005)
Integer programming applied to classification - Varanasi, Balarama (1993)
A proposed surface point method for linear programming with an interface for linear programming
Former Intern Students (International Student Advising)
- Bertrand, Sébastien (1996)
Training of Supervised Neural Networks via a Primal-Dual Interior Point Method for Nonlinear Programming
ISIMA, Blaise Pascal University, Clermont Ferrand, France - Bothamy, Frédéric (1997)
Genetic Algorithms and Neural Networks
ISIMA, Blaise Pascal University, Clermont Ferrand, France - Couellant, Nicolas P. (1993)
Interior Point Methods
CUST, Blaise Pascal University, Clermont Ferrand, France - Fras, Aline (1999) (advised in collaboration with Dr. A. White, OSF)
CUST, Blaise Pascal University, Clermont Ferrand, France - Garnier, Yseult (1995)
Experimental Study of an Affine Scaling Scatter Search Method for Global Optimization
CUST, Blaise Pascal University, Clermont Ferrand, France - Gilbert, Robin C. (2004)
Robust Classification and Regression using Support Vector Machines
CUST, Blaise Pascal University, Clermont Ferrand, France - Ray, Frédérique (2001)
Support Vector Machines for Predicting Election Results
CUST, Blaise Pascal University, Clermont Ferrand, France