Scale-based approach to hierarchical fuzzy clustering

Signal Processing

Volumn 80, Issue 6, 2000, Pages 1001-1016

  Mascioli, F M Frattale ^a   Rizzi, A ^a   Panella, M ^a   Martinelli, G ^a  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; DECISION THEORY; FUZZY SETS; ITERATIVE METHODS; OPTIMIZATION; STABILITY CRITERIA;

HIERARCHICAL FUZZY CLUSTERING;

SIGNAL PROCESSING;

EID: 0033732871     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-1684(00)00016-5     Document Type: Article

References (16)

1. S. Auephanwiriyakul, A. Joshi, R. Krishnapuram, Fuzzy shot clustering to support networked video databases, Proceedings of FUZZ-IEEE'98, Anchorage, Alaska, May 1998, pp. 1338-1343.
2. Bezdek J.C. Pattern Recognition with Fuzzy Objective Function Algorithms. 1981;Plenum Press, New York.
3. Bezdek J.C., Li W.Q., Attikiouzel Y., Windham M. A geometric approach to cluster validity for normal mixtures. Soft Comput. 1(4):1997;166-179.
4. Chakravarthy S.V., Ghosh J. Scale-based clustering using the radial basis function network. IEEE Trans. Neural Networks. 7(5):1996;1250-1261.
5. E. Chiarantoni, V. Di Leece, A. Guerriero, Scene segmentation in video sequences by an RPCL, Proceedings of IJCNN'98, Anchorage, Alaska, May 1998, pp. 1877-1882.
6. Di Zhong et al., Clustering methods for video browsing and annotation, Storage and Retrieval for Still Image and Video Database IV, Vol. SPIE 2670, February 1996.
7. Frattale Mascioli F.M., Martinelli G. A constructive approach to neuro-fuzzy networks. Signal Processing. 64(3):1998;347-358.
8. F.M. Frattale Mascioli, G. Martinelli, A. Rizzi, Compactness-separability optimization of fuzzy clusters, Proceedings of ISIS'97, Reggio Calabria, Italy, September 20-13 1997, pp. 452-457.
9. F.M. Frattale Mascioli, A. Rizzi, M. Panella, G. Martinelli, Clustering with unconstrained hyperboxes, Proceedings of FUZZ-IEEE'99, Vol. II, Seoul, Korea, August 1999, pp. 1075-1080.
10. Jain A.K., Dubes R.C. Algorithms for Clustering Data. 1988;Prentice-Hall, Englewood Cliffs, NJ.
11. Lindeberg T. Scale-Space Theory in Computer Vision. 1994;Kluwer Academic, Dordrecht.
12. L. Prechelt, Proben 1 - A set of neural network benchmark problems and benchmarking rules, University of Karlsruhe Technical Report 21/94, Karlsruhe, Germany, 1994.
13. Simpson P.K. Fuzzy min-max neural networks - Part 2: clustering. IEEE Trans. Fuzzy Systems. 1(1):1993;32-45.
14. B. Kosko, S. Haykin, Special issue on Intelligent Signal Processing, Proc. IEEE (November 1998 ).
15. Theodoridis S., Koutroumbas K. Pattern Recognition. 1999;Academic Press, New York.
16. A.P. Witkin, Scale-space filtering, Proceedings of the 8th International Joint Conference on Artificial Intelligence, Karlsruhe, Germany, August 1983, pp. 1019-1022.