Publications

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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).
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.
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.
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, Georgiopoulos M, DeMara R, Gonzalez A.  2004.  A Partitioned Fuzzy ARTMAP implementation for fast processing of large databases on sequential machines.
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.
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.
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, Secretan J, Georgiopoulos M, DeMara RF, Anagnostopoulos G, Gonzalez A.  2004.  Pipelining of Fuzzy ARTMAP (FAM) without match-tracking. ANNIE 2004.
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.
Charalampidis, D, Georgiopoulos M, Kasparis T.  2000.  Classification of noisy signals using Fuzzy ARTMAP neural networks. the International Joint Conference on Neural Networks.
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.
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.
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.
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, 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, 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.
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.
Chralampidis, D, Kasparis T, Georgiopoulos M.  2001.  Classification of noisy signals using fuzzy ARTMAP neural networks. Neural Networks. 12.5:1023–1036.
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.
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.
Christodoulou, C, Georgiopoulos M.  2001.  Smart adaptive array antennas for wireless communcations. Proceedings of SPIE; Conference on Digital Wireless Communication III. :75–83.
Christodoulou, CG, Zooghby EAH, Georgiopoulos M.  1999.  Neural network processing for adaptive array antennas. IEEE Antennas and Propagation Society International Symposium. :2584–2587.
Christodoulou, C, Huang J, Georgiopoulos M, Liou JJ.  1994.  Design of gratings and frequency selective surfaces using Fuzzy ARTMAP neural networks. Proceedings SPIE.
Christodoulou, C, Georgiopoulos M.  2001.  Applications of Neural Networks in Electromagnetics. :512.
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.