Publications

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Anagnostopoulos, GC, Georgiopoulos M.  2003.  Putting the utility of match tracking in Fuzzy ARTMAP training to the test. :1–6.
Georgiopoulos, M, Dagher I, Heileman GL, Bebis G.  1999.  Properties of Learning of a Fuzzy ART Variant. Neural Networks. 12.6:837–850.
Huang, J, Georgiopoulos M, Heileman GL.  1994.  Properties of learning in fuzzy ART. IEEE World Congress on Computational Intelligence.
Georgiopoulos, M, Heileman GL, Huang J.  1991.  Properties of learning in ART1. Proceedings of the International Joint Conference on Neural Networks.
Georgiopoulos, M, Heileman GL, Huang J.  1991.  Properties of learning in ART1. Neural Networks. 4:751-758.
Anagnostopoulos, GC, Georgiopoulos M, Ports K, Richie S, Cardinale N, White M, Kepuska V, Chan PK, Wu A, Kysilka M.  2006.  Project EMD-MLR: Educational Materials Development and Research in Machine Learning for Undergraduate students. 2006 ASEE.
Anagnostopoulos, GC, Georgiopoulos M, Ports K, Richie S, Cardinale N, White M, Kepuska V, Chan PK, Wu A, Kysilka M.  2005.  Project EMD-MLR: Educational Materials Development and Research in Machine Learning for Undergraduate students. the ASEE 2005 Annual Conference and Exposition.
Zhong, M, Hecker J, Maidhoff I, Shibly P, Georgiopoulos M, Anagnostopoulos G, Mollaghasemi M.  2005.  Probabilistic Neural Network: Comparisons of the Cross-Validation Approach and a Fast Heuristic to choose the Smoothing Parameters. 2005 Artificial Neural Networks in Engineering.
Secretan, J, Georgiopoulos M, Castro J.  2007.  A Privacy Preserving Probabilistic Neural Network for Horizontally Partitioned Databases.
Castro, J, Secretan J, Georgiopoulos M, DeMara R, Anagnostopoulos GC, Gonzalez A.  2007.  Pipelining of Fuzzy ARTMAP without Matchtracking: Correctness,Performance Bound and Beowulf Evaluation. Neural Networks. 20.1:109–128.
Castro, J, Secretan J, Georgiopoulos M, DeMara RF, Anagnostopoulos G, Gonzalez A.  2004.  Pipelining of Fuzzy ARTMAP (FAM) without match-tracking. ANNIE 2004.
Secretan, J, Castro J, Chadha A, Huber B, Tapia J, Georgiopoulos M, Anagnostopoulos G, Richie S.  2005.  Pipelining of ART architectures (FAM, EAM, GAM) without match-tracking (MT). 2005 Artificial Neural Networks in Engineering.
Bassiouni, M, Georgiopoulos M, Chiu M.  1997.  Performance of standard and modified network protocols in a real-time application. 1997 International Performance, Computing and Communications Conference.
Zooghby, EAH, Christodoulou CG, Georgiopoulos M.  1997.  Performance of Radial-Basis Function Networks for Direction of Arrival Estimation with Antenna Arrays. IEEE Transactions on Antennas and Propagation. 45.11:1611–1617.
Owens, HT, Georgiopoulos M, Belkerdid M.  1989.  Performance of BCH and convolutional codes in direct sequence spread spectrum packet radio networks. MILCOM 89.
Georgiopoulos, M.  1989.  Performance evaluation of frequency hopped receiver oriented spread spectrum packet radio networks. Proceedings of the International Conference on Communications.
J.J. Vargas, R.F. DeMara, GGMMAJH.  2004.  PDU Bundling and Replication for Reduction of Distributed Simulation Communication Traffic. Methodology,Technology,Journal of Defense Modeling and Simulation: Applications. 1.3:171–183.
Vargas, JJ, DeMara RF, Gonzalez AJ, Georgiopoulos M, Marshall H.  2004.  PDU Bundling and Replication for Reduction of Distributed Simulation Communication Traffic. Journal of Defense Modeling and Simulation. 1.3:171–183.
Castro, J, Georgiopoulos M, DeMara R, Gonzalez A.  2004.  A Partitioned Fuzzy ARTMAP implementation for fast processing of large databases on sequential machines.
Secretan, J, Georgiopoulos M, Anagnostopoulos GC, Tapia J, Chadha A, Huber B.  2005.  Parallelizing the Fuzzy ARTMAP Algorithm on a Beowulf Clusters. Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN 2005). :475–480.
Castro, J, Georgiopoulos M, Secretan J, DeMara R, Anagnostopoulos GC, Gonzalez A.  2005.  Parallelization of Fuzzy ARTMAP to improve its convergence speed: The network partitioning approach and the data partitioning approach. Nonlinear Analysis: Theory,Methods and Applications. 63.5-7:e877–e889.
Papadourakis, GM, Heileman GL, Georgiopoulos M.  1989.  A parallel implementation of the Hopfield network on GAPP processors. Proceedings of the International Joint Conference on Neural Networks.
Georgiopoulos, M.  1988.  Packet error probabilities in frequency hopped spread spectrum packet radio networks–Memoryless frequency hopping patterns considered. IEEE Trans. on Comm.. 36:720-724.
Georgiopoulos, M.  1987.  Packet error probabilities in frequency hopped spread spectrum packet radio networks–Memoryless frequency hopping patterns considered. the 26th IEEE Conference on Decision and Control.
Georgiopoulos, M.  1988.  Packet error probabilities in direct sequence spread spectrum packet radio networks with BCH codes. MILCOM 88.
Georgiopoulos, M.  1990.  Packet error probabilities in direct sequence spread spectrum packet radio networks. IEEE Trans. on Comm.. 38:1599-1606.