Publications

Export 230 results:
Sort by: Author Title [ Type (Asc)] Year
Filters: Author is M. Georgiopoulos  [Clear All Filters]
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.
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.
Merakos, L, Georgiopoulos M.  1987.  Analysis of a multi-hop CDMA packet radio network. the 26th IEEE Conference on Decision and Control.
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.
Georgiopoulos, M, Heileman GL.  1991.  The analysis of the augmented ART1 neural network. Proceedings of the International Joint Conference on Neural Networks.
Bassiouni, M, Georgiopoulos M, Thompson J.  1990.  Analytical and simulation models for real time networks. Proceedings of the 21st Annual Pittsburgh Conference.
Secretan, J, Koufakou A, Georgiopoulos M.  2009.  APHID: A practical architecture for high-performance, privacy preserving, data-mining. DMIN 2009.
House, JW, Abdallah C, Heileman GL, Georgiopoulos M.  1994.  An application of gradient-like dynamics to neural networks. Southcon 1994.
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.
Mollaghasemi, M, LeCroy K, Georgiopoulos M.  1996.  Applications of neural networks and simulation modeling in manufacturing system design. Southcon 96.
Georgiopoulos, M, Gelenbe E, DeMara R, Gonzalez A, Mollaghasemi M, Wu A, Russell I, Anagnostopoulos G, Secretan J.  2006.  Assessing and Evaluating our progress on the CRCD Experiences at the University of Central Florida: An NSF Project. 2006 ASEE.
Georgiopoulos, M, Gelenbe E, DeMara R, Gonzalez A, Mollaghasemi M, Wu A, Russell I, Anagnostopoulos G, Secretan J.  2006.  Assessing and Evaluating our progress on the CRCD Experiences at the University of Central Florida: An NSF Project.
Heileman, GL, Georgiopoulos M.  1991.  The augmented ART1 neural network. Proceedings of the International Joint Conference on Neural Networks (IJCNN).
Beck, JR, Garcia ME, Zhong M, Georgiopoulos M, Anagnostopoulos GC.  2008.  A Backward adjusting strategy for the C4.5 decision tree classifier, and the effect of the C4.5 parameters on the tree’s performance. 21st Artificial Intelligence Research Symposium.
Koufakou, A, Wakchaure A, Kursun O, Georgiopoulos M, Reynolds K, Eaglin R.  2005.  Burglary data mining – A three tiered approach: Local satte and nation-wide. the 2nd Annual GIS Symposium at TU.
Reynolds, K, Wakchaure A, Kursun O, Georgiopoulos M, Reynolds K, Eaglin R.  2005.  Burglary data mining – A three tiered approach: Local state and nation-wide. the 2nd Annual GIS Symposium at TU.
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.
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.
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, Georgiopoulos M, Eaglin R.  2004.  Development of an Artificial Intelligence Clustering Algorithm to Detect Auto Theft Recovery Patterns. GIS Symposium 2004.
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.
Sentelle, C, Anagnostopoulos GC, Georgiopoulos M.  2009.  An efficient active set method for SVM training without singular inner problems. the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN 2009).
Kaylani, A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos G.  2008.  Efficient Evolution of ART Neural Networks. 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008).
Anagnostopoulos, GC, Georgiopoulos M.  2002.  Ellipsoid ART/ARTMAP category regions for the choice-by-difference functions. Conference on Applications and Science of Computational Intelligence V.
Anagnostopoulos, G, Georgiopoulos M.  2001.  Ellipsoidal ART and ARTMAP for incremental unsupervised and supervised learning. Conference on Applications and Science of Computational Intelligence IV.
Anagnostopoulos, GC, Georgiopoulos M, Nickerson D, Bebis G.  1997.  Ensembles of hybrid intelligent experts. 1997 IEEE International Conference on Systems, Man, and Cybernetics.
Frederick, TJ, Belkerdid M, Georgiopoulos M.  1991.  Error control coding for meteor burst channels. MILCOM 91.
Quang, L, Anagnostopoulos G, Georgiopoulos M, Ports K.  2005.  An experimental comparison of semi-supervised ARTMAP architectures, GCS, and GNC Classifiers. 2005 International Joint Conference on Neural Networks.
Georgiopoulos, M, Anagnostopoulos GC, Bharadwaj M.  2003.  Experimental comparisons of semi-supervised and supervised ART classifiers. The 16th International Flairs Conference.
Zhong, M, Georgiopoulos M, Anagnostopoulos GC.  2007.  Experiments with an Innovative Tree Pruning Algorithm. IASTED International Conference on Artificial Intelligence and Applications.
Zhong, M, Rosander B, Georgiopoulos M, Anagnostopoulos G, Mollaghasemi M, Richie S.  2005.  Experiments with Micro-ARTMAP: Effect of the Network Parameters on the Network Performance. 2005 Artificial Neural Networks in Engineerin.
Zhong, M, Rosander B, Georgiopoulos M, Anagnostopoulos G, Mollaghasemi M, Richie S.  2006.  Experiments with Safe Micro-ARTMAP: Effect of the Network Parameters on the Network Performance. WCCI 2006.
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.
Sentelle, C, Hong SL, Georgiopoulos M, Anagnostopoulos GC.  2007.  A Fuzzy Gap-statistic for Fuzzy C-Means. The 11th IASTED International Conference on Artificial Intelligence and Soft Computing (ASC 2007).
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.
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, Dagher I, Heileman GL, Bebis G.  1997.  The generalization capabilities of ARTMAP. International Conference on Neural Networks.
Al-Dairaseh, A, Georgiopoulos M, Wu AS, Anagnostopoulos G, Mollaghasemi M.  2006.  GFAM: A genetic algorithm optimization of Fuzzy ARTMAP. WCCI 2006 (Fuzzy Systems).
Ho, CS, Liou JJ, Georgiopoulos M, Christodoulou C.  1994.  Hardware implementation of an adaptive resonance theory (ART) neural network using compensated amplifiers. Proceedings SPIE.
Ho, CS, Liou JJ, Georgiopoulos M.  1994.  Hardware implementation of ART1 memories using a mixed analogdigital approach. IEEE World Congress on Computational Intelligence.
Reeder, J, Georgiopoulos M, Castro J, Burns S, Anagnostopoulos G, Mollaghasemi M.  2005.  Hilbert Space Filling Curve Nearest Neighbor. The ISAS and CITSA 2005.
Anagnostopoulos, GC, Georgiopoulos M.  2000.  Hypershere ART and ARTMAP for unsupervised and supervised incremental learning. the International Joint Conference on Neural Networks.
Puklavage, C, Pirela A, Gonzalez AJ, Georgiopoulos M.  2010.  Imitating personalized expressions through an Avatar using Machine Learning. Proceedings of the 23rd International FLAIRS conference.
Bebis, G, Georgiopoulos M.  1995.  Improving generalization by using genetic algorithms to determine the neural network size. Southcon 95.
Johnson, MJ, Georgiopoulos M, Mollaghasemi M, McGinnis M.  2001.  Improving human behavior in simulations – OneSAF tested baseline intelligent computer generated objects. SCS, Military, Government and Aerospace Simulation Symposium 2001 (MGA 2001) Conference.
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).
Dagley-Falls, M, Georgiopoulos M, Young C.  2010.  Influencing sense of community in a STEM living-learning community: An NSF STEP funded project. Proceedings of the 2010 ASEE Conference and Exposition.
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.
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).
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.
Georgiopoulos, M, Li C, Kocak T.  2010.  Learning in the Feed-Forward Random Neural Network: A Critical Review. the 25th International Symposium on Computer and Information Sciences.
Bebis, G, Georgiopoulos M, Bhatia S.  1997.  Learning orthographic transformations for object recognition. 1997 IEEE International Conference on Systems, Man, and Cybernetics.
Johnson, MJ, Mollaghasemi M, Georgiopoulos M, McGinnis M.  2001.  A methodology for human behavior modeling in computer generated forces. Industrial Engineering Research Conference 2001 (IERC 2001).
Kaylani, A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos G.  2008.  MO-GART: Multi-Objective Optimization of ART Architectures. 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008).
T.Rubio, Zhang T, Georgiopoulos M, Kaylani A.  2011.  Multi-Objective Evolutionary Optimization of Exemplar-Based Classifiers: A PNN Test Case. 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).
Zooghby, AE, Christodoulou CG, Georgiopoulos M.  1997.  Neural network approach for direction of arrival estimation. Proceedings SPIE; Conference of Applications and Science of.
Kasparis, T, Georgiopoulos M, Payne E.  1991.  Non-linear filtering techniques for narrow-band interference rejection in direct sequence spread-spectrum systems. MILCOM 91.
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).
Georgiopoulos, M.  1988.  Packet error probabilities in direct sequence spread spectrum packet radio networks with BCH codes. MILCOM 88.
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.
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.
Owens, HT, Georgiopoulos M, Belkerdid M.  1989.  Performance of BCH and convolutional codes in direct sequence spread spectrum packet radio networks. MILCOM 89.
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.
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.
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.
Georgiopoulos, M, Heileman GL, Huang J.  1991.  Properties of learning in ART1. Proceedings of the International Joint Conference on Neural Networks.
Huang, J, Georgiopoulos M, Heileman GL.  1994.  Properties of learning in fuzzy ART. IEEE World Congress on Computational Intelligence.
Bassiouni, M, Georgiopoulos M, Thompson J.  1989.  Real time simulation networking Network modeling and protocol alternatives. 11th Interservice / Industry Training Systems Conference.
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).
Koufakou, A, Ortiz E, Georgiopoulos M, Anagnostopoulos GC, Reynolds MK.  2007.  A scalable and efficient otlier detection strategy for categorical data. Annual IEE International Conference on Tools with Artificial Intelligence, 2007 (ICTAI 2007),.
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.
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.
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.
Heileman, GL, Georgiopoulos M, Huang J.  1994.  A survey of learning results for ART1 networks. IEEE World Congress on Computational Intelligence.
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.
Kaylani, A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos G.  2009.  AG-ART: An Adaptive Method of Evolving ART Architectures. Neurocomputing. 72:2079-2092.
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.
Kursun, O, Koufakou A, Wakchaure A, Georgiopoulos M, Reynolds K, Eaglin R.  2006.  Answer: approximate Name Search with Errors in Large Databases by a Novel Approach Based on Prefix-dictionary. International Journal on Artificial Intelligence Tools. 15.5:839–848.
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.
Mollaghasemi, M, LeCroy K, Georgiopoulos M.  1998.  Application of neural networks and simulation modeling in manufacturing system design. INTERFACES. 28:100-114.
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.