Dynamic generation of prototypes with self-organizing feature maps for classifier design

Pattern Recognition

Volumn 34, Issue 2, 2001, Pages 315-321

  Laha, Arijit ^a   Pal, Nikhil R ^a  

^a INDIAN STATISTICAL INSTITUTE   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER AIDED SOFTWARE ENGINEERING; FUZZY SETS; KNOWLEDGE BASED SYSTEMS; MATHEMATICAL TRANSFORMATIONS; MERGING; SOFTWARE PROTOTYPING;

DYNAMIC PROTOTYPE GENERATION; NEAREST PROTOTYPE CLASSIFIER; SPLIT MERGE TECHNIQUE;

PATTERN RECOGNITION SYSTEMS;

EID: 0034831230     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0031-3203(99)00232-0     Document Type: Article

References (16)

1. T. Kohonen, K. Torkkola, M. Shozakai, J. Kangas, O. Venta, Microprocessor implementation of a large vocabulary speech recognizer and phonetic typewriter for Finnish and Japanese, Proceedings of the European Conference of Speech Technology, Edinberg, 1987, pp. 377-380.
2. D.H. Graf, W.R. Lalonde, A neural controller for collision-free movement of general robot manipulators, Proceedings of the IEEE International Conference on Neural Net-works, ICNN-88, San Diego, CA, 1988, pp. I-77-I-80.
3. D.H. Graf, W.R. Lalonde, Neuroplanners for hand/eye coordination, Proceedings of the Internationl Joint Conference on Neural Networks, IJCNN 89, Washington, DC, 1989, pp. II-543-II-548.
4. N.M. Nasarabadi, Y. Feng, Vector quantization of images based on Kohonen self-organizing feature maps, Proceedings of the IEEE International Conference on Neural Networks, ICNN-88, San Diego, CA, 1988, pp. I-101-I-108.
5. K.M. Marks, K.F. Goser, Analysis of VLSI process data based on self-organizing feature maps, Proceedings Neuro-Nimes'88, Nimes, France, pp. 337-347.
6. S. Mitra, S.K. Pal, Self-organizing neural network as a fuzzy classifier, IEEE Trans. System Man. Cybernet. 24 (3) (1994) 385-398.
7. Z. Chi, J. Wu, H. Yan, Handwritten numeral character recognition using self-organizing maps and fuzzy rules, Pattern Recognition 28 (1) (1995) 59-66.
8. T. Kohonen, The self-organizing map, Proc. IEEE 78 (9) (1990) 1464-1480.
9. J.C. Bezdek, N.R. Pal, A note on self-organizing semantic maps, IEEE Trans. Neural Networks 6 (5) (1995) 1029-1036.
10. E. Anderson, The IRISes of the Gaspe peninsula, Bull. Amer. IRIS Soc. 59 (1935) 2-5.
11. R.C. Holte, Very simple classification rules perform well on most commonly used data sets, Mach. Learning 11 (1993) 63-91.
12. O.L. Mangasarian, W.N. Street, W.H. Wolberg, Breast cancer diagnosis and prognosis via linear programming, Oper. Res. 43 (4) (1995) 570-577.
13. N.R. Pal, J.C. Bezdek, On cluster validity for the fuzzy c-means model, IEEE Trans. Fuzzy Systems 3 (3) (1995) 370-379.
14. H. Ishibuchi, T. Nakashima, T. Murata, Performance evaluation of fuzzy classifier systems for multi-dimensional pattern classification problems, IEEE Trans. SMC 29 (5) (1999) 601-618.
15. S.K. Pal, D. Dutta Majumder, Fuzzy sets and decision making approaches in vowel and speaker recognition, IEEE Trans. System Man. Cybernet SMC-7 (1977) 625-629.
16. S.K. Pal, S. Mitra, Multilayer perceptron, fuzzy sets, and classification, IEEE Trans. Neural Networks 3 (5) (1992) 683-697.