FUZZSAM - Visualization of fuzzy clustering results by modified Sammon mapping

IEEE International Conference on Fuzzy Systems

Volumn 1, Issue , 2004, Pages 365-370

  Abonyi, Janos ^a   Babuska, Robert ^b  

^a UNIVERSITY OF PANNONIA   (Hungary)

^b DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING ALGORITHMS; FUZZY C-MEANS CLUSTER ANALYSIS; FUZZY CLUSTERING; SAMMON MAPPING;

ALGORITHMS; ERROR ANALYSIS; FUZZY SETS; ITERATIVE METHODS; MAPPING; PRINCIPAL COMPONENT ANALYSIS; PROBLEM SOLVING;

DATA MINING;

EID: 11144331025     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2004.1375750     Document Type: Conference Paper

References (8)

1. Frank Klawonn: "Visual inspection of Fuzzy Clustering Results, " Department of Computer Science. University of Applied Sciences Braunschweig/Wolfenbuettel, Germany.
2. J. Mao and A. K. Jain: "Artifical neural networks for feature extraction and multivariate data projection," IEEE Trans. Neural Networks. 1995, pp. 629-637.
3. Dick de Ridder, Robert P. W. Duin: "Sammon's mapping using neural networks: A comparison," Pattern Recognition Letters, 1997, vol. 18, pp. 1307-1316.
4. Juha Vesanto, "Neural Network Tool for Data Mining: SOM Toolbox." Proceedings of Symposium on Tool Environments and Development Methods for Intelligent Systems (TOOLMET2000). pp. 184-196, Oulu, Finland. 2000.
5. M Hanesch, R. Scholger and M. J. Dekkers: "The application of Fuzzy c-means cluster analysis and non-linear mapping to a soil data set for the detection of polluted sites." Phys. Chem. Earth, 2001, vol. 26 pp. 885-891.
6. B. Lerner, H. Guterman, M. Aladjem, I. Dinstein, Y. Romem: "On pattern classification with Sammon's nonlinear mapping - an experimental study,'' Pattern recognition. 1998, vol. 31, pp. 371-381.
7. J. C. Bezdek, "Pattern Recognition with Fuzzy Objective Function Algorithms." Plenum Press. New York, 1981.
8. N.R. Pal and V.K. Eluri, "Two Efficient Connectionist Schemes for Structure Preserving Dimensionality Reduction," IEEE Transactions on Neural Networks, 1998, vol. 9 pp. 1143-1153.