RePART: A modified fuzzy ARTMAP for pattern recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1625, Issue , 1999, Pages 159-168

  Canute, Anne ^a   Howells, Gareth ^a   Fairhurst, Michael ^a  

^a UNIVERSITY OF KENT   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTATION THEORY; NETWORK ARCHITECTURE; NEURAL NETWORKS;

ARTMAP-IC; BINARY INPUTS; CALCULATION PROCESS; DISTRIBUTED CODES; FUZZY ARTMAP;

PATTERN RECOGNITION;

EID: 22644449114     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (23)

1. Zadeh, L. A.: Fuzzy Sets. Inf Cont. 8: 338-353 (1965).
2. Ruspini, E., Bonissone, P., Pedrycz, W.: Handbook of Fuzzy Computation. Ed. lop Pub/Inst of Physics (1998).
3. Haykin, S.: Neural Networks: A Comprehensive Foundation. Ed. Prentice Hall. 2nd Ed. (1998).
4. Mehrotra, K., Mohan, C. K., Ranka, S.: Elements of Artificial Neural Net-works. Ed. The MIT Press, (1997).
5. Lin, C-T., Lee, C. S. G.: Neural Fuzzy Systems: A neuro-fuzzy synergism to intelligent systems. Prentice hall P T R (1996).
6. Jang, J-S R, Sun, C.-T., Mizutani: Neuro-fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence. Ed. Prentice Hall, 1997.
7. Alimi, A. M.: A Neuro-Fuzzy Approach to Recognize Arabic Handwritten Characters. International Conference on Neural Networks, (1997), pp. 1397-1400.
8. Baraldi, A., Blonda, P.: Fιzzy Neural Networks for Pattern Recognition. Tech Report, IMGA-CNR, Italy, 1998.
9. Meneganti, M., Saviello, F. Tagliaferri, R.: Fuzzy Neural Networks for Clas-sification and Detection of Anomalies. IEEE Transactions on Neural Networks, Vol. 9(2), 1998, pp. 848-861.
10. Carpenter, G., Grossberg, S.: A massive parallel architecture for a self-organizing neural pattern recognition machine. Computer Vision, Graphics and Image Processing, 37 (1987), 54-115.
11. Carpenter, G., Grossberg, S., Reynolds, J. H.: ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network. Neural Networks, 4 (1991), 565-588.
12. Carpenter, G., Grossberg, S., Markunzo, N., Reynolds, J. H., Rosen, D. B.: Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps. IEEE Transactions on Neural Net-works, 3 (1992), 698-713. 1.
13. Carpenter, G., Ross, W.: ART-EMAP: A Neural Network Architecture for Object Recognition by Evidence Accumulation. IEEE Transactions on Neural Networks, 6: 4 (1995), 805-818.
14. Carpenter, G., Markuzon, S.: ARTMAP-IC and Medical Diagnosis: instance counting and inconsistent cases. Neural Networks, 11 (1998), 323-336.
15. Grossberg, S.: Adaptive pattern classification and universal recording II: Feed-back, expectation, olfaction and illusions. Biological Cybernetics, 23 (1976), 187-202.
16. Srinivasa, N.: Learning and Generalization of Noisy Mappings Using a Modified PROBART Neural Network. IEEE Transaction on Signal Processing, vol. 45, No. 10 (1997), pp. 2533-2550.
17. Ham, F. M., Han, S.: Classification of Cardiac Arrhythmias Using Fuzzy ARTMAP. IEEE Transactions on Biomedical Engineering. 43(4) (1996), 425-429.
18. Carpenter, G., Grossberg, S., Iizuka, K.: Comparative Performance Measures of Fuzzy ARTMAP, Learned Vector Quantization, and Back Propoagation for Handwritten Character Recognition. Int. Joint Conf. On Neural Networks, (1992) (I) 794-799.
19. Asfour, Y. R., Carpenter, Grossberg, S.: Landsat Satellite Image Segmentation Using the Fuzzy ARTMAP Neural Network. Tech. Report CAS/CNS-95-004, (1995).
20. Grossberg, S., Rubin, M. A., Streilein, W. W.: Buffered Reset Leads to Improved Compression in Fuzzy ARTMAP Classification of Radar Range Profiles. Tech Report CAS/CNS-96-014. (1996).
21. Murshed, N. A., Bortolozzi, F., Sabourin, R.: A Fuzzy ARTMAP-Based Classification System for Detecting Cancerous Cells, Based on the One-Class Problem Approach. Proceedings of Int. Conf. On Pattern Recognition (1996). 478-482.
22. Murshed, N., Amin, A., Singh, S.: Off-line Handwritten Chinese Character Recognition based on Structural Features and Fuzzy ARTMAP Proc. Interna-tional Conference on Advances in Pattern Recognition (ICAPR'98), Plymouth, UK, Springer, pp. 334-343 (23-25 November 1998).
23. Carpenter, G.: Distributed Learning, Recognition, and Prediction by ART and ARTMAP Neural Networks. Neural Networks, 10(8) (1997) 1473-1494.