2009 |
17 | EE | Theodore B. Trafalis,
Suat Kasap:
Neural Networks for Combinatorial Optimization.
Encyclopedia of Optimization 2009: 2547-2555 |
16 | EE | Olutayo O. Oladunni,
Theodore B. Trafalis:
A regularized pairwise multi-classification knowledge-based machine and applications.
European Journal of Operational Research 195(3): 924-941 (2009) |
2008 |
15 | EE | Abdulrahman Alenezi,
Scott A. Moses,
Theodore B. Trafalis:
Real-time prediction of order flowtimes using support vector regression.
Computers & OR 35(11): 3489-3503 (2008) |
2007 |
14 | EE | Olutayo O. Oladunni,
Theodore B. Trafalis:
Regularization Based Classification Models.
IJCNN 2007: 25-30 |
13 | EE | Theodore B. Trafalis,
Indra Adrianto,
Michael B. Richman:
Active Learning with Support Vector Machines for Tornado Prediction.
International Conference on Computational Science (1) 2007: 1130-1137 |
12 | EE | Olutayo O. Oladunni,
Theodore B. Trafalis:
Regularized Knowledge-Based Kernel Machine.
International Conference on Computational Science (1) 2007: 176-183 |
2006 |
11 | EE | Olutayo O. Oladunni,
Theodore B. Trafalis:
A Pairwise Reduced Kernel-based Multi-classification Tikhonov Regularization Machine.
IJCNN 2006: 130-137 |
10 | EE | Olutayo O. Oladunni,
Theodore B. Trafalis,
Dimitrios V. Papavassiliou:
Knowledge-Based Multiclass Support Vector Machines Applied to Vertical Two-Phase Flow.
International Conference on Computational Science (1) 2006: 188-195 |
9 | EE | Hyung-Jin Son,
Theodore B. Trafalis:
Detection of Tornados Using an Incremental Revised Support Vector Machine with Filters.
International Conference on Computational Science (3) 2006: 506-513 |
8 | EE | Huseyin Ince,
Theodore B. Trafalis:
A hybrid model for exchange rate prediction.
Decision Support Systems 42(2): 1054-1062 (2006) |
7 | EE | Theodore B. Trafalis,
Robin C. Gilbert:
Robust classification and regression using support vector machines.
European Journal of Operational Research 173(3): 893-909 (2006) |
6 | EE | Huseyin Ince,
Theodore B. Trafalis:
Kernel methods for short-term portfolio management.
Expert Syst. Appl. 30(3): 535-542 (2006) |
2004 |
5 | EE | Theodore B. Trafalis,
Budi Santosa,
Michael B. Richman:
Rule-Based Support Vector Machine Classifiers Applied to Tornado Prediction.
International Conference on Computational Science 2004: 678-684 |
2003 |
4 | EE | Theodore B. Trafalis,
Huseyin Ince,
Michael B. Richman:
Tornado Detection with Support Vector Machines.
International Conference on Computational Science 2003: 289-298 |
2002 |
3 | | Theodore B. Trafalis,
Alexander M. Malyscheff:
An Analytic Center Machine.
Machine Learning 46(1-3): 203-223 (2002) |
2000 |
2 | EE | Theodore B. Trafalis,
Huseyin Ince:
Support Vector Machine for Regression and Applications to Financial Forecasting.
IJCNN (6) 2000: 348-353 |
1996 |
1 | EE | Theodore B. Trafalis,
Nicolas P. Couellan:
Neural network training via an affine scaling quadratic optimization algorithm.
Neural Networks 9(3): 475-481 (1996) |