Publications
A data partitioning approach to speed the Fuzzy ARTMAP algorithm using the Hilbert space-filling curve,
, Budapest,Hungary, pp. 2367–2372, July, 2004.
"Pipelining of Fuzzy ARTMAP without Matchtracking: Correctness,Performance Bound and Beowulf Evaluation",
Neural Networks, vol. 20.1, pp. 109–128, 2007.
"Parallelization of Fuzzy ARTMAP to improve its convergence speed: The network partitioning approach and the data partitioning approach",
Nonlinear Analysis: Theory,Methods and Applications, vol. 63.5-7, pp. e877–e889, 2005.
A Partitioned Fuzzy ARTMAP implementation for fast processing of large databases on sequential machines,
, Miami Beach,FL,USA, May, 2004.
"Pipelining of Fuzzy ARTMAP (FAM) without match-tracking",
ANNIE 2004, St. Louis, MI, November 2004.
"Classification of noisy patterns using ARTMAP-based neural networks",
Proceedings SPIE; Conference on Visual Information Processing IX, Orlando,FL, USA, pp. 2-13, May, 2008.
"Texture classification using ART-based neural networks and Fractals",
SPIE Conference on Signal Processing,Sensor Fusion,and Target Recognition VII, Orlando,Fl, USA, pp. 212–222, April, 1998.
"Use of multi-fractals to detect anomalous propagation (AP) in weather data",
Proceedings SPIE; Conference on Signals and Data Processing of Small Targets, Orlando, FL, April 24-28, 2000.
"Use of multifractals to detect anomalous propagation (AP) in weather radar",
Proceedings SPIE; Conference on Signals and Data Processing of Small Targets, Orlando,FL,USA, pp. 13–22, May, 2008.
"A Fuzzy ARTMAP based classification of natural textures",
Proceedings of the 18th International Conference of the North American Fuzzy Information Processing Society, New York,NY, pp. 507–511, June, 1999.
"Fuzzy ART and ARTMAP with adaptive weighted distances",
Proceedings of SPIE,Conference on Applications and Science of Computational Intelligence V, vol. 4739, Orlando,FL, pp. 86–97, April, 2002.
"Classification of noisy signals using Fuzzy ARTMAP neural networks",
the International Joint Conference on Neural Networks, Como, Italy, June 2000.
"Classification of Noisy Signals Using Fuzzy ARTMAP Neural Networks",
Proceedings of the International Joint Conference on Neural Networks (IJCNN), Como,Italy, pp. 53–58, June, 2000.
"Classification of noisy signals using fuzzy ARTMAP neural networks",
Neural Networks, vol. 12.5, pp. 1023–1036, September, 2001.
Applications of Neural Networks in Electromagnetics,
: Artech House, pp. 512, 2001.
"Neural network processing for adaptive array antennas",
IEEE Antennas and Propagation Society International Symposium, Orlando,FL, pp. 2584–2587, July, 1999.
"Design of gratings and frequency selective surfaces using Fuzzy ARTMAP neural networks",
Proceedings SPIE, Orlando, FL, April 1994.
"Smart adaptive array antennas for wireless communcations",
Proceedings of SPIE; Conference on Digital Wireless Communication III, Orlando, FL, USA, pp. 75–83, April, 2001.
"Application of the ARTMAP neural network in the design of cascaded gratings and frequency selective surfaces",
International IEEE Antennas and Propagation Symposium, Seattle, June 1994.
"Multiple Source Angle of Arrival Estimation using Neural-Network-based Smart Antennas",
Proceedings SPIE; Conference on Digital Wireless Communications II, Orlando,FL, pp. 94–99, April, 2000.
"Design of gratings and frequency-selective surfaces using ARTMAP neural networks",
Journal of Electromagnetic Waves and Applications, vol. 9, no. 1/2, pp. 17-36, 1995.
"Fuzzy ARTVar: An Improved Fuzzy ARTMAP Algorithm",
International Joint Conference on Neural Networks, Anchorage,AK,USA, pp. 1688–1693, May, 1998.
"Ordered fuzzy ARTMAP: a fuzzy ARTMAP algorithm with a fixed order of pattern presentation",
IEEE International Joint Conference on Neural Networks, Anchorage,AK,USA, pp. 1717–1722, May, 1998.
"Influencing sense of community in a STEM living-learning community: An NSF STEP funded project",
Proceedings of the 2010 ASEE Conference and Exposition, 2010.
"Learning tactical human behavior through observation of human performance",
Cybernetics–Part B: Cybernetics,Man,IEEE Transactions on Systems, vol. 36.1, pp. 128–140, 2006.
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