Publications

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1983
Georgiopoulos, M, Papantoni-Kazakos P.  1983.  Collision resolution protocols utilizing absorptions and collision multiplicities. Abstracts of the 1983 International Symposium on Information Theory.
1985
Georgiopoulos, M, Papantoni-Kazakos P.  1985.  Collision resolution algorithms utilizing absorptions and collision multiplicities. IEEE Trans. on Comm.. 33:pp.401-404.
1987
Merakos, L, Georgiopoulos M.  1987.  Analysis of a multi-hop CDMA packet radio network. the 26th IEEE Conference on Decision and Control.
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.
1988
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, Spillers RM.  1988.  A simulation study of a limited sensing random access algorithm for a local area network with voice users. Proceedings Southeastcon.
Georgiopoulos, M.  1988.  Packet error probabilities in direct sequence spread spectrum packet radio networks with BCH codes. MILCOM 88.
1989
Bebis, G, Papadourakis GM, Georgiopoulos M.  1989.  Back-Propagation: Increasing rate of convergence by predictable pattern loading. 1:14-30.
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.  1989.  Performance evaluation of frequency hopped receiver oriented spread spectrum packet radio networks. Proceedings of the International Conference on Communications.
Bassiouni, M, Georgiopoulos M, Thompson J.  1989.  Real time simulation networking Network modeling and protocol alternatives. 11th Interservice / Industry Training Systems Conference.
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.
Owens, HT, Georgiopoulos M, Belkerdid M.  1989.  Performance of BCH and convolutional codes in direct sequence spread spectrum packet radio networks. MILCOM 89.
1990
Georgiopoulos, M, Heileman GL, Huang J.  1990.  Convergence properties of learning in ART1. Neural Computation. 2:502-510.
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.
Georgiopoulos, M.  1990.  Packet error probabilities in direct sequence spread spectrum packet radio networks. IEEE Trans. on Comm.. 38:1599-1606.
Bassiouni, M, Georgiopoulos M, Thompson J.  1990.  Analytical and simulation models for real time networks. Proceedings of the 21st Annual Pittsburgh Conference.
Heileman, GL, Papadourakis GM, Georgiopoulos M.  1990.  A neural network associative memory for real-time applications. Neural Computation. 2:107-115.
1991
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.
Georgiopoulos, M, Heileman GL, Huang J.  1991.  Properties of learning in ART1. Neural Networks. 4:751-758.
Heileman, GL, Georgiopoulos M.  1991.  The augmented ART1 neural network. Proceedings of the International Joint Conference on Neural Networks (IJCNN).
Nold, E, Tucker K, Long R, Georgiopoulos M.  1991.  Real-time unsupervised neural networks for non-implementable in natural noise A refutable hypothesis based on experiment. Proceedings of the International Joint Conference on Neural Networks (IJCNN).
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.
Georgiopoulos, M.  1991.  On the error probability of coded frequency hopped spread spectrum systems with codeword interleaving. MILCOM 91.
Georgiopoulos, M, Heileman GL.  1991.  The analysis of the augmented ART1 neural network. Proceedings of the International Joint Conference on Neural Networks.
Frederick, TJ, Belkerdid M, Georgiopoulos M.  1991.  Error control coding for meteor burst channels. MILCOM 91.
Kasparis, T, Georgiopoulos M, Payne E.  1991.  Non-linear filtering techniques for narrow-band interference rejection in direct sequence spread-spectrum systems. MILCOM 91.
Georgiopoulos, M, Heileman GL, Huang J.  1991.  Properties of learning in ART1. Proceedings of the International Joint Conference on Neural Networks.
1992
Heileman, GL, Georgiopoulos M, Roome WD.  1992.  A general framework for concurrent simulation on neural network models. IEEE Transactions on Software Engineering. 18:551-562.
Georgiopoulos, M, Heileman GL, J. Huang.  1992.  The N-N-N conjecture in ART1. Neural Networks. 5:745-753.
Bebis, G, Papadourakis GM, Georgiopoulos M, Heileman GL.  1992.  Increasing classification accuracy using multiple-neural-network schemes. Proceedings of the 1992 SPIE Conference (Technical Program on Intelligent Information Systems).
Heileman, GL, Georgiopoulos M, Roome WD.  1992.  A general framework for concurrent simulation on neural network models. International Joint Conference on Neural Networks (IJCNN).
Georgiopoulos, M, Heileman GL, Huang J.  1992.  The N-N-N conjecture in ART1 Conference. International Joint Conference on Neural Networks (IJCNN).
1993
Jr., WD, Liou JJ, Georgiopoulos M.  1993.  Circuit simulation of adaptive resonance (ART) neural networks using PSpice. International Journal of Electronics. 74:101-110.
Ho, CS, Liou JJ, Georgiopoulos M.  1993.  Design and simulation of analog circuits for adaptive resonance theory (ART) neural networks. Symposium on Semiconductor Theory and Simulation.
1994
Ho, CS, Liou JJ, Georgiopoulos M, Heileman GL, Christodoulou C.  1994.  Analog circuit design and implementation of an adaptive resonance theory (ART) neural network architecture. International Journal of Electronics. 76:271-291.
Heileman, GL, Georgiopoulos M, Abdallah C.  1994.  A dynamical adaptive resonance architecture. IEEE Transactions on Neural Networks. 5:873-889.
Bebis, G, Georgiopoulos M.  1994.  Optimal feed-forward neural network architectures. IEEE Potentials. :27-31.
Ho, CS, Liou JJ, Georgiopoulos M, Christodoulou C.  1994.  Hardware implementation of an adaptive resonance theory (ART) neural network using compensated amplifiers. Proceedings SPIE.
Christodoulou, C, Huang J, Georgiopoulos M, Liou JJ.  1994.  Design of gratings and frequency selective surfaces using Fuzzy ARTMAP neural networks. Proceedings SPIE.
Heileman, GL, Georgiopoulos M, Huang J.  1994.  A survey of learning results for ART1 networks. IEEE World Congress on Computational Intelligence.
Christodoulou, C, Huang J, Georgiopoulos M, Liou JJ.  1994.  Application of the ARTMAP neural network in the design of cascaded gratings and frequency selective surfaces. International IEEE Antennas and Propagation Symposium.
Ho, CS, Liou JJ, Georgiopoulos M.  1994.  Hardware implementation of ART1 memories using a mixed analogdigital approach. IEEE World Congress on Computational Intelligence.
Huang, J, Georgiopoulos M, Heileman GL.  1994.  Properties of learning in fuzzy ART. IEEE World Congress on Computational Intelligence.
Georgiopoulos, M, Huang J, Heileman GL.  1994.  Analysis of the ARTMAP neural network architecture. the 1994 World Congress on Neural Networks (WCNN),Mathematical Foundations Session.
House, JW, Abdallah C, Heileman GL, Georgiopoulos M.  1994.  An application of gradient-like dynamics to neural networks. Southcon 1994.
1995
Christodoulou, C, Huang J, Georgiopoulos M.  1995.  Design of gratings and frequency-selective surfaces using ARTMAP neural networks. Journal of Electromagnetic Waves and Applications. 9:17-36.
Huang, J, Georgiopoulos M, Heileman GL.  1995.  Fuzzy ART properties. Neural Networks. 8:203-213.
Bebis, G, Georgiopoulos M, da Lobo VN.  1995.  Learning geometric hashing functions for model-based object recognition. Fifth International Conference on Computer Vision, ICCV-1995.
Bebis, G, Georgiopoulos M.  1995.  Improving generalization by using genetic algorithms to determine the neural network size. Southcon 95.
1996
Bebis, G, Georgiopoulos M, da Lobo VN, Shah M.  1996.  Learning affine transformations of the plane for model-based object recognition. 13th International Conference on Pattern Recognition (ICPR-96).
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.
Mollaghasemi, M, LeCroy K, Georgiopoulos M.  1996.  Applications of neural networks and simulation modeling in manufacturing system design. Southcon 96.
Bebis, G, Georgiopoulos M, Kasparis T.  1996.  Coupling weight elimination and genetic algorithms. International Conference on Neural Networks (ICNN).
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).
1997
Bahr, H, Georgiopoulos M, DeMara R.  1997.  Integer-encoded massively parallel processing of fast learning Fuzzy ARTMAP neural networks. Proceedings SPIE; Conference of Applications and Science of Artificial Neural Networks III.
Zooghby, AE, Christodoulou CG, Georgiopoulos M.  1997.  Neural network approach for direction of arrival estimation. Proceedings SPIE; Conference of Applications and Science of.
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.
Georgiopoulos, M, Dagher I, Heileman GL, Bebis G.  1997.  The generalization capabilities of ARTMAP. International Conference on Neural Networks.
Bebis, G, Georgiopoulos M, Kasparis T.  1997.  Coupling weight elimination with genetic algorithms to reduce network size and preserve generalization. Neurocomputing. :167–194.
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.
Anagnostopoulos, GC, Georgiopoulos M, Nickerson D, Bebis G.  1997.  Ensembles of hybrid intelligent experts. 1997 IEEE International Conference on Systems, Man, and Cybernetics.
Bebis, G, Georgiopoulos M, Bhatia S.  1997.  Learning orthographic transformations for object recognition. 1997 IEEE International Conference on Systems, Man, and Cybernetics.
1998
Mollaghasemi, M, LeCroy K, Georgiopoulos M.  1998.  Application of neural networks and simulation modeling in manufacturing system design. INTERFACES. 28:100-114.
Zooghby, AHE, Christodoulou CG, Georgiopoulos M.  1998.  Neural network-based adaptive beamforming for one- and two-dimensional antenna arrays. IEEE Transactions on Antennas and Propagation. 46:1891-1893.
Bebis, G, Georgiopoulos M, da Lobo VN.  1998.  Using self-organizing maps to learn geometric hash functions for model-based object recognition. IEEE Transactions on Neural Networks. 9:560-570.
Zooghby, EA, Christodoulou CG, Georgiopoulos M.  1998.  Neural Network based beamforming for interference cancellation. Conference on Applications and Science of Computational Intelligence. :420–429.
Zooghby, AH, Christodoulou CG, Georgiopoulos M.  1998.  A novel approach to adaptive nulling with neural networks. Southeastcon. :216–219.
Skarman, SE, Georgiopoulos M, Gonzalez AJ.  1998.  Short-term electrical load forecasting using a fuzzy ARTMAP neural network. Conference on Applications and Science of Computational Intelligence. :181-191.
Charalampidis, D, Kasparis T, Georgiopoulos M.  1998.  Texture classification using ART-based neural networks and Fractals. SPIE Conference on Signal Processing,Sensor Fusion,and Target Recognition VII. :212–222.
Georgiopoulos, M, Skarman S, Gonzalez AJ.  1998.  Short-term electric load forecasting using a Fuzzy ARTMAP neural network. Conference on Applications and Science of Computational Intelligence.
Henninger, A, Gerber W, DeMara R, Georgiopoulos M, Gonzalez A.  1998.  Behavior Modeling Framework for Embedded Simulation. Interservice/Industry Training,Simulation & Education Conference (I/ITSEC 98). :655–662.
Bebis, G, Georgiopoulos M, Shah M, da Lobo VN.  1998.  Indexing Based on Algebraic Functions of Views. Computer Vision and Image Understanding. 72.3:360–378.
Zooghby, EAH, Christodoulou C, Georgiopoulos M.  1998.  Neural Network-Based Adaptive Beamforming for One- and Two-Dimensional Antenna Arrays. IEEE Transactions on Antennas and Propagation. 46.1:1891–1893.
Bebis, G, Georgiopoulos M, Shah M, da Lobo VN.  1998.  Using Algebraic Functions of Views for Indexing-Based Object Recognition. International Conference on Computer Vision. :634–639.
Bebis, G, Georgiopoulos M, Shah M, da Lobo VN.  1998.  Algebraic functions of views for indexing-based object recognition. Proceedings of the Sixth International Conference.
Zooghby, EAH, Christodoulou CG, Georgiopoulos M.  1998.  Adaptive interference cancellation in circular arrays with radialbasis function neural networks. IEEE Antennas and Propagation Society International Symposium.
Zooghby, AHE, Christodoulou CG, Georgiopoulos M.  1998.  Adaptive interference cancellation with neural networks. 1998 Virginia Tech Symposium on Wireless Personal Communications.
Gonzalez, AJ, DeMara RF, Georgiopoulos M.  1998.  Vehicle model generation and optimization for embedded simulation. Simulation Interoperability Workshop. :206–213.
Gonzaleza, AJ, Georgiopoulos M, DeMara RF, Henninger A, Gerber W.  1998.  Automating the CGF Model Development and Refinement Process by Observing Expert Behavior in a Simulation. 7th Conference on Computer Generated Forces and Behavioral Representation.
Verzi, SJ, Heileman GL, Georgiopoulos M, Healy MJ.  1998.  Boosted ARTMAP. IEEE International Joint Conference on Neural Networks. :396–401.
Dagher, I, Georgiopoulos M, Heileman G, Bebis G.  1998.  Fuzzy ARTVar: An Improved Fuzzy ARTMAP Algorithm. International Joint Conference on Neural Networks. :1688–1693.
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.
Bebis, G, Georgiopoulos M, da Lobo VN.  1998.  Using Self-Organizing Maps to Learn Geometric Hash Functions for Model-Based Object Recognition. IEEE Transactions on Neural Networks. 9.3:560–570.
Zooghby, EAH, Christodoulou CG, Georgiopoulos M.  1998.  Multiple sources neural network direction finding with arbitrary separations. IEEE-APS Conference on Antennas and Propagation for Wireless Communications. :57–60.
Zooghby, EAH, Christodoulou CG, Georgiopoulos M.  1998.  Radial basis function neural network algorithm for adaptivebeamforming in cellular communication systems. IEEE-APS Conference on Antennas and Propagation for Wireless Communications. :53–56.
1999
Zooghby, EAH, Christodoulou CG, Georgiopoulos M.  1999.  Multiple mobile user tracking with neural network-based adaptive array antennas. SPIE Conference on Digital Wireless Communications. :88–97.
Christodoulou, CG, Zooghby EAH, Georgiopoulos M.  1999.  Neural network processing for adaptive array antennas. IEEE Antennas and Propagation Society International Symposium. :2584–2587.
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, Dagher I, Heileman GL, Bebis G.  1999.  Properties of Learning of a Fuzzy ART Variant. Neural Networks. 12.6:837–850.
Charalampidis, D, Kasparis T, Georgiopoulos M, Rolland J.  1999.  A Fuzzy ARTMAP based classification of natural textures. Proceedings of the 18th International Conference of the North American Fuzzy Information Processing Society. :507–511.
Zooghby, EAH, Christodoulou C, Georgiopoulos M.  1999.  A neural-network-based linearly constrained minimum variance beamformer. Microwave and Optical Technology Letters. 21.6:451–455.
Bebis, G, Deaconu T, Georgiopoulos M.  1999.  Fingerprint identification using Delaunay triangulation. IEEE International Conference on Information,Intelligence and Systems. :452–459.
Bebis, G, Uthiram S, Georgiopoulos M.  1999.  Genetic Search for Face Detection and Verification. IEEE International Conference on Information,Intelligence and Systems. :360–367.
Bebis, G, Georgiopoulos M, da Lobo VN, Shah M.  1999.  Learning affine transformations. Pattern Recognition. 32.10:1783–1799.
2000
Christodoulou, C, Georgiopoulos M, Zooghby EA.  2000.  Multiple Source Angle of Arrival Estimation using Neural-Network-based Smart Antennas. Proceedings SPIE; Conference on Digital Wireless Communications II. :94–99.
Charalampidis, D, Kasparis T, Jones WL, Georgiopoulos M.  2000.  Use of multi-fractals to detect anomalous propagation (AP) in weather data. Proceedings SPIE; Conference on Signals and Data Processing of Small Targets.
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.
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.
Bebis, G, Uthiram S, Georgiopoulos M.  2000.  Face detection and verification using genetic search. International Jornal on Artificial Intelligence Tools. 9.2:225–245.