Publications

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Journal Article

Kaylani, A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos G. 2009. AG-ART: An Adaptive Method of Evolving ART Architectures. Neurocomputing. 72:2079-2092.

Al-Dairaiseh, A, Kaylani A, Georgiopoulos M, Mollaghasemi M, Wu AS, Anagnostopoulos G. 2007. GFAM Evolving Fuzzy ARTMAP Neural Networks. Neural Networks journal. 20:874-892.

Kaylani, A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos G. 2010. MO-GART: An adaptive multi-objective approach to evolving ART architectures. IEEE Transactions on Neural Networks. 21:529-550.

Kaylani, A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos G. 2010. MO-GART: An adaptive multi-objective approach to evolving ART architectures. IEEE Transactions on Neural Networks. 21:529-550.

Conference Paper

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.

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.

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, G, Georgiopoulos M. 2001. Ellipsoidal ART and ARTMAP for incremental unsupervised and supervised learning. Conference on Applications and Science of Computational Intelligence IV.

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.

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.

Al-Dairaseh, A, Georgiopoulos M, Wu AS, Anagnostopoulos G, Mollaghasemi M. 2006. GFAM: A genetic algorithm optimization of Fuzzy ARTMAP. WCCI 2006 (Fuzzy Systems).

Reeder, J, Georgiopoulos M, Castro J, Burns S, Anagnostopoulos G, Mollaghasemi M. 2005. Hilbert Space Filling Curve Nearest Neighbor. The ISAS and CITSA 2005.

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).

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.