Publications

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2000
Bebis, G, Uthiram S, Georgiopoulos M.  2000.  Face detection and verification using genetic search. International Jornal on Artificial Intelligence Tools. 9.2:225–245.
1999
Bebis, G, Georgiopoulos M, da Lobo VN, Shah M.  1999.  Learning affine transformations. Pattern Recognition. 32.10:1783–1799.
Bebis, G, Deaconu T, Georgiopoulos M.  1999.  Fingerprint identification using Delaunay triangulation. IEEE International Conference on Information,Intelligence and Systems. :452–459.
Bebis, G, Uthiram S, Georgiopoulos M.  1999.  Genetic Search for Face Detection and Verification. IEEE International Conference on Information,Intelligence and Systems. :360–367.
Georgiopoulos, M, Dagher I, Heileman GL, Bebis G.  1999.  Properties of Learning of a Fuzzy ART Variant. Neural Networks. 12.6:837–850.
1998
Dagher, I, Georgiopoulos M, Heileman G, Bebis G.  1998.  Fuzzy ARTVar: An Improved Fuzzy ARTMAP Algorithm. International Joint Conference on Neural Networks. :1688–1693.
Dagher, I, Georgiopoulos M, Heileman GL, Bebis G.  1998.  Ordered fuzzy ARTMAP: a fuzzy ARTMAP algorithm with a fixed order of pattern presentation. IEEE International Joint Conference on Neural Networks. :1717–1722.
Bebis, G, Georgiopoulos M, da Lobo VN.  1998.  Using Self-Organizing Maps to Learn Geometric Hash Functions for Model-Based Object Recognition. IEEE Transactions on Neural Networks. 9.3:560–570.
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.
Bebis, G, Georgiopoulos M, Shah M, da Lobo VN.  1998.  Using Algebraic Functions of Views for Indexing-Based Object Recognition. International Conference on Computer Vision. :634–639.
Bebis, G, Georgiopoulos M, Shah M, da Lobo VN.  1998.  Indexing Based on Algebraic Functions of Views. Computer Vision and Image Understanding. 72.3:360–378.
Bebis, G, Georgiopoulos M, da Lobo VN.  1998.  Using self-organizing maps to learn geometric hash functions for model-based object recognition. IEEE Transactions on Neural Networks. 9:560-570.
1997
Anagnostopoulos, GC, Georgiopoulos M, Nickerson D, Bebis G.  1997.  Ensembles of hybrid intelligent experts. 1997 IEEE International Conference on Systems, Man, and Cybernetics.
Bebis, G, Georgiopoulos M, Bhatia S.  1997.  Learning orthographic transformations for object recognition. 1997 IEEE International Conference on Systems, Man, and Cybernetics.
Bebis, G, Georgiopoulos M, Kasparis T.  1997.  Coupling weight elimination with genetic algorithms to reduce network size and preserve generalization. Neurocomputing. :167–194.
Georgiopoulos, M, Dagher I, Heileman GL, Bebis G.  1997.  The generalization capabilities of ARTMAP. International Conference on Neural Networks.
1996
Bebis, G, Georgiopoulos M, Kasparis T.  1996.  Coupling weight elimination and genetic algorithms. International Conference on Neural Networks (ICNN).
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, Fernlund H, Bebis G, Heileman G.  1996.  Order of Search in Fuzzy ART and Fuzzy ARTMAP: Effect of the Choice Parameter. Neural Networks. 9.9:1541-1559.
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).
1995
Bebis, G, Georgiopoulos M.  1995.  Improving generalization by using genetic algorithms to determine the neural network size. Southcon 95.
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.
1994
Bebis, G, Georgiopoulos M.  1994.  Optimal feed-forward neural network architectures. IEEE Potentials. :27-31.
1992
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).
1989
Bebis, G, Papadourakis GM, Georgiopoulos M.  1989.  Back-Propagation: Increasing rate of convergence by predictable pattern loading. 1:14-30.