Publications
"GFAM Evolving Fuzzy ARTMAP Neural Networks",
Neural Networks journal, vol. 20, no. 8, pp. 874-892, 2007.
"GFAM: A genetic algorithm optimization of Fuzzy ARTMAP",
WCCI 2006 (Fuzzy Systems), Vancouver, Canada, July 16-21, 2006.
GFAM:Evolving Fuzzy ARTMAP Neural Networks,
, vol. 20.8, pp. 874–892, 2007.
"Genetically Engineered ART Architectures",
Heidelberg: Springer-Verlag,in Computational Intelligence Based on Lattice Theory,Studies in Computational Intelligence, vol. 67, pp. 233–262, 2007.
"Exemplar-based pattern recognition via semi-supervised learning",
Neural Networks, Portland,OR, pp. 2782–2787, July, 2003.
"New geometrical perspective of fuzzy ART and fuzzy ARTMAP learning",
Proceedings of SPIE; Conference on Applications and Science of Computational Intelligence IV, Orlando, pp. 22–32, April, 2001.
"Boosted ellipsoid ARTMAP",
Proceedings of SPIE,Conference on Applications and Science of Computational Intelligence, vol. 4739, Orlando,FL, pp. 74–85, April, 2002.
"Hypershere ART and ARTMAP for unsupervised and supervised incremental learning",
the International Joint Conference on Neural Networks, Como, Italy, June 2000.
"Reducing generalization error and category proliferation in ellipsoid ARTMAP via tunable misclassification error tolerance: Boosted Ellipsoid ARTMAP",
Neural Networks, Honolulu,HI, pp. 2650–2655, May, 2002.
"Ellipsoid ART and ARTMAP for incremental unsupervised and supervised Learning",
Proceedings of SPIE; Conference on Applications and Science of Computational Intelligence IV, Orlando, FL, USA, pp. 293–304, April, 2001.
"Project EMD-MLR: Educational Materials Development and Research in Machine Learning for Undergraduate students",
2006 ASEE, Chicago, Illinois, June 18-21, 2006.
"Ensembles of hybrid intelligent experts",
1997 IEEE International Conference on Systems, Man, and Cybernetics, Orlando, FL, October 1997.
"Ellipsoid ART/ARTMAP category regions for the choice-by-difference functions",
Conference on Applications and Science of Computational Intelligence V, Orlando, FL, April 1-5, 2002.
"Project EMD-MLR: Educational Materials Development and Research in Machine Learning for Undergraduate students",
the ASEE 2005 Annual Conference and Exposition, Portland, Oregon, June 12-15,2005.
"Ellipsoid ART/ARTMAP category regions for the choice-by-difference functions",
Proceedings of SPIE,Conference on Applications and Science of Computational Intelligence V, vol. 4739, Orlando,FL, pp. 62–73, April, 2002.
"Category regions as new geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP",
Neural Networks, vol. 15.10, pp. 1205-1221, December, 2002.
"Ellipsoidal ART and ARTMAP for incremental unsupervised and supervised learning",
Conference on Applications and Science of Computational Intelligence IV, Orlando, FL, April 16-20 2001.
"Ellipsoid ART and ARTMAP for incremental clustering and classification",
Proceedings of the International Joint Conference on Neural Networks, Washington,DC, pp. 1221–1226, July, 2001.
"Hypersphere ART and ARTMAP for Unsupervised and Supervised,Incremental Learning",
Proceedings of the International Joint Conference on Neural Networks (IJCNN), Como,Italy, pp. 59–64, June, 2000.
Putting the utility of match tracking in Fuzzy ARTMAP training to the test,
, pp. 1–6, September, 2003.
"New Geometrical Concepts in Fuzzy-ART and Fuzzy-ARTMAP: Category Regions",
IEEE-INNS International Joint Conference on Neural Networks (IJCNN 2001), Washington,DC,USA, pp. 32–37, July 2001.
"Integer-encoded massively parallel processing of fast learning Fuzzy ARTMAP neural networks",
Proceedings SPIE; Conference of Applications and Science of Artificial Neural Networks III, Orlando, FL, April 21-24,1997.
"Analytical and simulation models for real time networks",
Proceedings of the 21st Annual Pittsburgh Conference, University of Pittsburgh, School of Engineering, Pittsburgh, Pasadena, May 1990.
"Real time simulation networking Network modeling and protocol alternatives",
11th Interservice / Industry Training Systems Conference, Fort Worth, Texas, November 1989.
"Performance of standard and modified network protocols in a real-time application",
1997 International Performance, Computing and Communications Conference, Scottsdale, Arizona, Feb 5-7, 1997.
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