Publications

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Conference Paper
Verzi, S, Heileman GL, Georgiopoulos M, Anagnostopoulos GC.  2002.  Off-line structural risk minimization and BARTMAP-S. the 2002 International Joint Conference on Neural Networks.
Georgiopoulos, M.  1991.  On the error probability of coded frequency hopped spread spectrum systems with codeword interleaving. MILCOM 91.
Georgiopoulos, M.  1989.  On the error probability of coded frequency-hopped spread-spectrum multiple-access systems with more than one code symbol per dwell interval Conference. MILCOM 89.
Georgiopoulos, M, Fernlund H, Bebis G, Heileman GL.  1996.  Order of Search in Fuzzy ART and Fuzzy ARTMAP: A geometrical interpretation. International Conference on Neural Networks (ICNN 1996).
Journal Article
Verzi, S, Heileman G, Georgiopoulos M, Anagnostopoulos GC.  2002.  Off-line structural risk minimization and BARTMAP-S. Neural Networks. :2533–2538.
Sentelle, C, Georgiopoulos M, Anagnostopoulos GC, Young C.  2007.  On extending the SMO algorithm sub-problem. Proceedings of the International Joint Conference on Neural Networks (IJCNN).
Georgiopoulos, M.  1990.  On the error probability of coded frequency hopped spread spectrum multiple access systems with more than one code symbols per dwell interval. IEEE Trans. on Comm.. 38:1321-1324.
Henninger, A, Gonzalez A, Gerber W, Georgiopoulos M, DeMara R.  2000.  On the Fidelity of SAFs: Can performance data help? Proceedings of the 2000 Interservice/Industry Training,Simulation and Education Conference (I/ITSEC-2000). :147–154.
Vartak, A, Georgiopoulos M, Anagnostopoulos GC.  2005.  On-line Gaussae Newton-based learning for fully recurrent neural networks. Nonlinear Analysis. 63:e867–e876.
Bebis, G, Georgiopoulos M.  1994.  Optimal feed-forward neural network architectures. IEEE Potentials. :27-31.
Georgiopoulos, M, Fernlund H, Bebis G, Heileman G.  1996.  Order of Search in Fuzzy ART and Fuzzy ARTMAP: Effect of the Choice Parameter. Neural Networks. 9.9:1541-1559.
Dagher, I, Georgiopoulos M, Heileman GL, Bebis G.  1998.  Ordered fuzzy ARTMAP: a fuzzy ARTMAP algorithm with a fixed order of pattern presentation. IEEE International Joint Conference on Neural Networks. :1717–1722.
I. Dagher, M. Georgiopoulos, HGL.  1999.  An Ordering Algorithm for Pattern Presentation in Fuzzy ARTMAP That Tends to Improve Generalization Performance. IEEE Transactions on Neural Networks. 10.4:768–778.
Georgiopoulos, M, Koufakou A, Anagnostopoulos GC, Kasparis T.  2001.  Over-training in Fuzzy ARTMAP: Myth or Reality? Proceedings of the International Joint Conference on Neural Networks. :1186–1190.