Publications

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Book
Christodoulou, C, Georgiopoulos M.  2001.  Applications of Neural Networks in Electromagnetics. :512.
Conference Paper
Zooghby, AHE, Christodoulou CG, Georgiopoulos M.  1998.  Adaptive interference cancellation with neural networks. 1998 Virginia Tech Symposium on Wireless Personal Communications.
Gul, M, Catbas FN, Georgiopoulos M.  2007.  Application of Pattern Recognition Techniques to Identify Structural Change in a Laboratory Specimen. he SPIE Smart Structures and Materials & Nondestructive Evaluation and Health Monitoring Conference.
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.
Charalampidis, D, Georgiopoulos M, Kasparis T.  2000.  Classification of noisy signals using Fuzzy ARTMAP neural networks. the International Joint Conference on Neural Networks.
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).
Christodoulou, C, Huang J, Georgiopoulos M, Liou JJ.  1994.  Design of gratings and frequency selective surfaces using Fuzzy ARTMAP neural networks. Proceedings SPIE.
Reynolds, K, Kursun O, Eaglin R, Chen B, Georgiopoulos M.  2005.  Development of an Artificial Intelligent System for detection and visualization of auto theft recovery patterns. Computational Intelligence Conference on Homeland Security and Public Safety (CIHSPS, 2005).
Mollaghasemi, M, Georgiopoulos M, Cope D, Donnelly A, Steele M.  2004.  Educating Middle and High School Students in Space Operations. the 2004 Winter Simulation Conference.
Carr, K, Cannava K, Pescatore R, Georgiopoulos M, Anagnostopoulos G.  2004.  Fast Stable and on-line training of Fuzzy ARTMAP using a novel, conservative, slow learning strategy. ANNIE 2004 conference.
Zhong, M, Coggeshall D, Ghaneie EG, Pope T, Rivera MA, Georgiopoulos M, Anagnostopoulos GC.  2006.  Gap-Based Estimation: Choosing the smoothing parameters for Probabilistic and General Regression Neural Networks. WCCI 2006.
Ho, CS, Liou JJ, Georgiopoulos M, Christodoulou C.  1994.  Hardware implementation of an adaptive resonance theory (ART) neural network using compensated amplifiers. Proceedings SPIE.
Reeder, J, Georgiopoulos M, Castro J, Burns S, Anagnostopoulos G, Mollaghasemi M.  2005.  Hilbert Space Filling Curve Nearest Neighbor. The ISAS and CITSA 2005.
C.Li, M. Georgiopoulos, R. DeMara, G.C. Anagnostopoulos, M. Georgiopoulos.  2011.  Kernel Principal Subspace Mahalanobis Distances for Outlier Detection. International Joint Conference on Neural Networks (IJCNN).
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.
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.
Castro, J, Secretan J, Georgiopoulos M, DeMara RF, Anagnostopoulos G, Gonzalez A.  2004.  Pipelining of Fuzzy ARTMAP (FAM) without match-tracking. ANNIE 2004.
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.
J. Park, W, Jones L, Charalampidis D, Kasparis T, Georgiopoulos M.  2001.  Sea-Ice extent classification using active/passive microwave measurements from QuickScat. AGU Spring meeting.
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.
Journal Article
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.
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.
Castro, J, Georgiopoulos M, Secretan J.  2007.  Analyzing the Fuzzy ARTMAP Matchtracking mechanism with Co-Objective Optimization Theory. Proceedings of the International IEEE-INNS-ENNS Joint Conference on Neural Networks (IJCNN). :743–748.
Secretan, J, Koufakou A, Georgiopoulos M, Cardona K.  2010.  APHID: An architecture for private, high-performance integrated data-mining. Journal of Future Generation Computer Systems. 26:891-904.
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, 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.
Castro, J, Georgiopoulos M, DeMara R, Gonzalez A.  2004.  A data partitioning approach to speed the Fuzzy ARTMAP algorithm using the Hilbert space-filling curve. :2367–2372.
Castro, J, Georgiopoulos M, DeMara R, Gonzalez A.  2005.  Data-partitioning using the Hilbert space filling curves Effect on the speed of convergence of Fuzzy ARTMAP for large database problems. Neural Networks. 18:967-984.
Castro, J, Georgiopoulos M, DeMara R, Gonzalez A.  2005.  Data-partitioning using the Hilbert space filling curves: Effect on the speed of convergence of Fuzzy ARTMAP for large database problems. Neural Networks. 18.7:967–984.
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.
Kursun, O, Koufakou A, Chen B, Georgiopoulos M, Reynolds K, Eaglin R.  2006.  A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases. IEEE Intelligence and Security Informatics (ISI) Conference. :72–82.
Koufakou, A, Secretan J, Reeder J, Cardona K, Georgiopoulos M.  2008.  Fast Parallel Outlier Detection for Categorical Datasets using MapReduce. IEEE World Congress on Computational Intelligence (WCCI).
Carr, K, Cannava K, Pescatore R, Georgiopoulos M, Anagnostopoulos GC.  2004.  Fast Stable and on-line training of Fuzzy ARTMAP using a novel,conservative,slow learning strategy. Neural Networks. :63–69.
Charalampidis, D, Anagnostopoulos GC, Georgiopoulos M, Kasparis T.  2002.  Fuzzy ART and ARTMAP with adaptive weighted distances. Proceedings of SPIE,Conference on Applications and Science of Computational Intelligence V. 4739:86–97.
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.
Zhong, M, Coggeshall D, Georgiopoulos M, Anagnostopoulos GC, Mollaghasemi M, Richie S.  2006.  Gap-Based Estimation: Choosing the Smoothing Parameters for Probabilistic and General Regression Neural Networks. Proceedings of the 2006 IEEE-INNS-ENNS International Joint Conference on Neural Networks. :1870–1877.
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, 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.
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, EA, Christodoulou CG, Georgiopoulos M.  1998.  Neural Network based beamforming for interference cancellation. Conference on Applications and Science of Computational Intelligence. :420–429.
Christodoulou, CG, Zooghby EAH, Georgiopoulos M.  1999.  Neural network processing for adaptive array antennas. IEEE Antennas and Propagation Society International Symposium. :2584–2587.
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.
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.
Zooghby, AH, Christodoulou CG, Georgiopoulos M.  2000.  A Neural Network-Based Smart Antenna for Multiple Source Tracking. IEEE Transactions on Antennas and Propagation. 48.5:768–776.
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.
Zooghby, AH, Christodoulou CG, Georgiopoulos M.  1998.  A novel approach to adaptive nulling with neural networks. Southeastcon. :216–219.
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.
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, DeMara R, Gonzalez A.  2004.  A Partitioned Fuzzy ARTMAP implementation for fast processing of large databases on sequential machines.
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.
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.
Secretan, J, Georgiopoulos M, Castro J.  2007.  A Privacy Preserving Probabilistic Neural Network for Horizontally Partitioned Databases.
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.
Kasparis, T, Charalampidis D, Georgiopoulos M, Rolland JP.  2001.  Segmentation of textured images based on fractals and image filtering. Pattern Recognition. 34.10:1963–1973.
Kasparis, T, Charalampidis D, Georgiopoulos M, Rolland JP.  2001.  Segmentation of textured images based on fractals and image filtering. Pattern Recognition. 34.10:1963–1978.
Christodoulou, C, Georgiopoulos M.  2001.  Smart adaptive array antennas for wireless communcations. Proceedings of SPIE; Conference on Digital Wireless Communication III. :75–83.
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.
Charalampidis, D, Kasparis T, Jones L, Georgiopoulos M.  2008.  Use of multifractals to detect anomalous propagation (AP) in weather radar. Proceedings SPIE; Conference on Signals and Data Processing of Small Targets. :13–22.