Robust classification and regression using support vector machines. Zbl 1132.62336
Trafalis, Theodore B.; Gilbert, Robin C. |
|
2006
|
Robust support vector machines for classification and computational issues. Zbl 1116.62070
Trafalis, T. B.; Gilbert, R. C. |
|
2007
|
Robust weighted kernel logistic regression in imbalanced and rare events data. Zbl 1247.62190
Maalouf, Maher; Trafalis, Theodore B. |
|
2011
|
A novel metaheuristics approach for continuous global optimization. Zbl 1175.90320
Trafalis, Theodore B.; Kasap, Suat |
|
2002
|
Robust data mining. Zbl 1260.90003
Xanthopoulos, Petros; Pardalos, Panos M.; Trafalis, Theodore B. |
|
2013
|
Efficient faces of polytopes: Interior point algorithms, parametrization of algebraic varieties, and multiple objective optimization. Zbl 0725.90056
Abhyankar, S. S.; Morin, T. L.; Trafalis, T. |
|
1990
|
An analytic center machine. Zbl 0998.68104
Trafalis, Theodore B.; Malyscheff, Alexander M. |
|
2002
|
Kernel logistic regression using truncated Newton method. Zbl 1225.62102
Maalouf, Maher; Trafalis, Theodore B.; Adrianto, Indra |
|
2011
|
A heuristic algorithm to solve the single-facility location routing problem on Riemannian surfaces. Zbl 1317.90170
Tokgöz, Emre; Alwazzi, Samir; Trafalis, Theodore B. |
|
2015
|
Short term forecasting with support vector machines and application to stock price prediction. Zbl 1153.91789
Ince, Huseyin; Trafalis, Theodore B. |
|
2008
|
Support vector machine classification with noisy data: a second order cone programming approach. Zbl 1230.90185
Trafalis, Theodore B.; Alwazzi, Samir A. |
|
2010
|
On-line SVM learning via an incremental primal-dual technique. Zbl 1267.65062
Couellan, Nicolas P.; Trafalis, Theodore B. |
|
2013
|
Support vector regression with noisy data: a second order cone programming approach. Zbl 1118.68127
Trafalis, Theodore B.; Alwazzi, Samir A. |
|
2007
|
Centers and invariant points of convex bodies. Zbl 0742.52004
Kaiser, M. J.; Morin, T. L.; Trafalis, T. B. |
|
1991
|
A regularized pairwise multi-classification knowledge-based machine and applications. Zbl 1180.90221
Oladunni, Olutayo O.; Trafalis, Theodore B. |
|
2009
|
2-facility manifold location routing problem. Zbl 1369.90098
Tokgöz, Emre; Trafalis, Theodore B. |
|
2017
|
Quadratic programming formulations for classification and regression. Zbl 1159.62028
Gilbert, Robin C.; Trafalis, Theodore B. |
|
2009
|
An analytic center machine for regression. Zbl 1026.62077
Malyscheff, Alexander M.; Trafalis, Theodore B. |
|
2002
|
Linear max-min fairness in multi-commodity flow networks. Zbl 1380.90068
Bin Obaid, Hamoud; Trafalis, Theodore B. |
|
2017
|
A data-driven kernel method assimilation technique for geophysical modelling. Zbl 1365.68372
Gilbert, R. C.; Trafalis, T. B.; Richman, M. B.; Leslie, L. M. |
|
2017
|
Interior point methods for supervised training of artificial neural networks with bounded weights. Zbl 1126.90423
Trafalis, Theodore B.; Tutunji, Tarek A.; Couëllan, Nicolas P. |
|
1997
|
An incremental primal-dual method for nonlinear programming with special structure. Zbl 1261.90054
Couellan, Nicolas P.; Trafalis, Theodore B. |
|
2013
|
2-facility manifold location routing problem. Zbl 1369.90098
Tokgöz, Emre; Trafalis, Theodore B. |
|
2017
|
Linear max-min fairness in multi-commodity flow networks. Zbl 1380.90068
Bin Obaid, Hamoud; Trafalis, Theodore B. |
|
2017
|
A data-driven kernel method assimilation technique for geophysical modelling. Zbl 1365.68372
Gilbert, R. C.; Trafalis, T. B.; Richman, M. B.; Leslie, L. M. |
|
2017
|
A heuristic algorithm to solve the single-facility location routing problem on Riemannian surfaces. Zbl 1317.90170
Tokgöz, Emre; Alwazzi, Samir; Trafalis, Theodore B. |
|
2015
|
Robust data mining. Zbl 1260.90003
Xanthopoulos, Petros; Pardalos, Panos M.; Trafalis, Theodore B. |
|
2013
|
On-line SVM learning via an incremental primal-dual technique. Zbl 1267.65062
Couellan, Nicolas P.; Trafalis, Theodore B. |
|
2013
|
An incremental primal-dual method for nonlinear programming with special structure. Zbl 1261.90054
Couellan, Nicolas P.; Trafalis, Theodore B. |
|
2013
|
Robust weighted kernel logistic regression in imbalanced and rare events data. Zbl 1247.62190
Maalouf, Maher; Trafalis, Theodore B. |
|
2011
|
Kernel logistic regression using truncated Newton method. Zbl 1225.62102
Maalouf, Maher; Trafalis, Theodore B.; Adrianto, Indra |
|
2011
|
Support vector machine classification with noisy data: a second order cone programming approach. Zbl 1230.90185
Trafalis, Theodore B.; Alwazzi, Samir A. |
|
2010
|
A regularized pairwise multi-classification knowledge-based machine and applications. Zbl 1180.90221
Oladunni, Olutayo O.; Trafalis, Theodore B. |
|
2009
|
Quadratic programming formulations for classification and regression. Zbl 1159.62028
Gilbert, Robin C.; Trafalis, Theodore B. |
|
2009
|
Short term forecasting with support vector machines and application to stock price prediction. Zbl 1153.91789
Ince, Huseyin; Trafalis, Theodore B. |
|
2008
|
Robust support vector machines for classification and computational issues. Zbl 1116.62070
Trafalis, T. B.; Gilbert, R. C. |
|
2007
|
Support vector regression with noisy data: a second order cone programming approach. Zbl 1118.68127
Trafalis, Theodore B.; Alwazzi, Samir A. |
|
2007
|
Robust classification and regression using support vector machines. Zbl 1132.62336
Trafalis, Theodore B.; Gilbert, Robin C. |
|
2006
|
A novel metaheuristics approach for continuous global optimization. Zbl 1175.90320
Trafalis, Theodore B.; Kasap, Suat |
|
2002
|
An analytic center machine. Zbl 0998.68104
Trafalis, Theodore B.; Malyscheff, Alexander M. |
|
2002
|
An analytic center machine for regression. Zbl 1026.62077
Malyscheff, Alexander M.; Trafalis, Theodore B. |
|
2002
|
Interior point methods for supervised training of artificial neural networks with bounded weights. Zbl 1126.90423
Trafalis, Theodore B.; Tutunji, Tarek A.; Couëllan, Nicolas P. |
|
1997
|
Centers and invariant points of convex bodies. Zbl 0742.52004
Kaiser, M. J.; Morin, T. L.; Trafalis, T. B. |
|
1991
|
Efficient faces of polytopes: Interior point algorithms, parametrization of algebraic varieties, and multiple objective optimization. Zbl 0725.90056
Abhyankar, S. S.; Morin, T. L.; Trafalis, T. |
|
1990
|