Publications

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Journal Article
Anagnostopoulos, GC, Georgiopoulos M.  2002.  Category regions as new geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP. Neural Networks. 15.10:1205-1221.
Jr., WD, Liou JJ, Georgiopoulos M.  1993.  Circuit simulation of adaptive resonance (ART) neural networks using PSpice. International Journal of Electronics. 74:101-110.
Charalampidis, D, Anagnostopoulos GC, Kasparis T, Georgiopoulos M.  2008.  Classification of noisy patterns using ARTMAP-based neural networks. Proceedings SPIE; Conference on Visual Information Processing IX. :2-13.
Chralampidis, D, Kasparis T, Georgiopoulos M.  2001.  Classification of noisy signals using fuzzy ARTMAP neural networks. Neural Networks. 12.5:1023–1036.
Charalampidism, D, Georgiopoulos M, Kasparis T.  2000.  Classification of Noisy Signals Using Fuzzy ARTMAP Neural Networks. Proceedings of the International Joint Conference on Neural Networks (IJCNN). :53–58.
Georgiopoulos, M, Papantoni-Kazakos P.  1985.  Collision resolution algorithms utilizing absorptions and collision multiplicities. IEEE Trans. on Comm.. 33:pp.401-404.
Miwakeichi, F, Ramirez-Padron R, P. Valdes-Sosa OT.  2001.  A comparison of Non-linear Non-parametric Models for Epilepsy Data. Computers in Biology and Medicine. 31.1:41–57.
Koufakou, A, Weihs N, Georgiopoulos M, Al-Daraiseh A.  2006.  Comparisons of Gaussian ARTMAP and Distributed Gaussian ARTMAP Classifiers - The Category Proliferation Problem. Evolutionary Programming,Complex Systems and Artificial Life also presented at the 2006 Artificial Neural Networks in Engineering (ANNIE). 16:695–704.
Henninger, A, Gonzalez A, Georgiopoulos M, DeMara R.  2001.  A connectionist-symbolic approach to modeling agents: Neural networks grouped by contexts. Proceedings of the CONTEXT-01 Conference. :198–209.
Gonzalez, AJ, Gerber WJ, DeMara RF, Georgiopoulos M.  2004.  Context-driven Near-term Intention Recognition. Journal of Defense Modeling and Simulation. 1.3:153–170.
Georgiopoulos, M, Heileman GL, Huang J.  1990.  Convergence properties of learning in ART1. Neural Computation. 2:502-510.
Georgiopoulos, M.  1991.  Correction to ‘Packet error probabilities in frequency hopped spread-spectrum packet radio networks-memoryless frequency hopping patterns considered’. IEEE Trans. on Comm.. 39:362-364.
Bebis, G, Georgiopoulos M, Kasparis T.  1997.  Coupling weight elimination with genetic algorithms to reduce network size and preserve generalization. Neurocomputing. :167–194.
Georgiopoulos, M, Russell I, Castro J, Wu A, Kysilka M, DeMara R.  2003.  A CRCD Experience: Integrating machine learning modules into introductory engineering and science programming courses. Proceedings of the 2003 American Society for Engineering Education Annual Conference & Exposition.
Georgiopoulos, M, Castro J, Gelenbe E, DeMara R, Gonzalez A, Kysilka M.  2004.  CRCD Experiences at the University of Central Florida: An NSF Project. Proceedings of the ASEE 2004 Annual Conference and Exposition.
Georgiopoulos, M, Castro J, Wu A, DeMara R, Gelenbe E, Gonzalez A.  2003.  CRCD in machine learning at the University of Central Florida preliminary experiences. Proceedings of the 8th annual conference on Innovation and Technology in Computer Science Education. :249.
Koufakou, A, Georgiopoulos M, Anagnostopoulos GC, Kasparis T.  2001.  Cross-validation in Fuzzy ARTMAP for large databases. Neural Networks. 14.9:1279-1291.
Georgiopoulos, M, Koufakou A, Anagnostopoulos GC, Kasparis T.  2001.  Cross-Validation in Fuzzy ARTMAP Neural Networks for Large Sample Classification Problems. Proceedings of SPIE; Applications and Science of Computational Intelligence IV.
Conference Paper
Charalampidis, D, Georgiopoulos M, Kasparis T.  2000.  Classification of noisy signals using Fuzzy ARTMAP neural networks. the International Joint Conference on Neural Networks.
Georgiopoulos, M, Papantoni-Kazakos P.  1983.  Collision resolution protocols utilizing absorptions and collision multiplicities. Abstracts of the 1983 International Symposium on Information Theory.
Smith, BO, Georgiopoulos M, Belkerdid M.  1991.  Comparison of BCH and convolutional codes in direct sequence spread spectrum multiple access packet radio networks. MILCOM 91.
Koufakou, A, Weihs N, Georgiopoulos M, Al-Daraiseh A.  2006.  Comparisons of Gaussian ARTMAP and Distributed Gaussian ARTMAP: The Category Proliferation problem. ANNIE 2006.
Russel, I, Georgiopoulos M, Castro J, Neller T, McCracken D, Bouvier D.  2003.  Condensing the CC-2001 core in an Integrated Curriculum. CCSCNE (Consortium for Computing in Small Colleges in the Northeast).
Bebis, G, Georgiopoulos M, Kasparis T.  1996.  Coupling weight elimination and genetic algorithms. International Conference on Neural Networks (ICNN).
Georgiopoulos, M, Gelenbe E, DeMara R, Gonzalez A, Kysilka M, Mollaghasemi M, Wu A, Russell I, Anagnostopoulos G, Secretan J.  2005.  CRCD Experiences at the University of Central Florida: An NSF Project. the ASEE 2005 Annual Conference and Exposition.