GEOMETRICAL-BASED CATEGORY CHOICE FUZZY ART ARCHITECTURE

I. Dagher

References

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  2. [2] G.A. Carpenter, S. Grossberg, & D.B. Rosen, Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system, Neural Networks, 4, 1992, 759–771. doi:10.1016/0893-6080(91)90056-B
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  4. [4] J. Huang, M. Georgiopoulos, & G.L. Hieleman, Fuzzy ART properties, Neural Networks, 8(2), 1995, 203–213. doi:10.1016/0893-6080(94)00073-U
  5. [5] M. Georgiopoulos, I. Dagher, G.L. Heileman, & G. Bebis, Properties of learning of a Fuzzy ART variant, Neural Networks, 12(6), 1999, 837–850. doi:10.1016/S0893-6080(99)00031-3
  6. [6] G.A. Carpenter, S. Grossberg, N. Markuzon, J.H. Reynolds, & D.B. Rosen, Fuzzy ARTMAP, a neural network architecture for incremental supervised learning of analog multidimensional maps. IEEE Trans. on Neural Networks, 3, 1992, 698–713.
  7. [7] I. Dagher, M. Georgiopoulos, G.L. Heileman, & G. Bebis, An ordering algorithm for pattern presentation in Fuzzy ARTMAP that tends to improve generalization performance. IEEE Trans. on Neural Networks, 10(4), 1999, 768–778. doi:10.1109/72.774217
  8. [8] I. Dagher, M. Georgiopoulos, G.L. Heileman, & G. Bebis, Fuzzy ARTVar: An improved Fuzzy ARTMAP algorithm, IJCNN-98, 3, Alaska, AK, May 4–9, 1998, 1688–1693. doi:10.1109/IJCNN.1998.687110

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