Clustering gene data via Associative Clustering Neural Network

ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age

Volumn 5, Issue , 2002, Pages 2228-2232

  Yao, Yuhui ^a   Chen, Lihui ^b   Goh, A ^b   Wong, Ankey ^b  

^a IBM Singapore Pte Ltd   (Singapore)

^b NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLUSTERING ALGORITHMS; GENE EXPRESSION; GENES; INFORMATION SCIENCE;

ASSOCIATIVE CLUSTERING; CORRELATION ANALYSIS; DATA SET; GENE EXPRESSION DATA; HIGH DIMENSIONAL DATA; NEW APPROACHES; ROBUST PERFORMANCE;

CLUSTER ANALYSIS;

EID: 84971668200     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICONIP.2002.1201889     Document Type: Conference Paper

References (12)

1. Eric P.Xing and Richard M.Karp,CLIFF: Clustering of High-Dimensional Microarray Data Via Interative Feature Filtering Using Normalized Cuts, Bioinformatics Discovery Note, Vol.1 no1 2001, Pages 1-9.
2. Sneath, P.H.A and Sokal,R.R (1973), Numerical Taxonomy, Freeman, San Francisco.
3. J. C. Bezdek, Pattern Recongnition with Fuzzy Objective Function Algorithms, New York, Plenum, 1981.
4. Eisen,m., P.Spellman, P.Brown, and D. Bottstein, Cluster Analysis and display of genome-wide expression patterns. Proc Natl Acad Sci USA 95, Pages 14863-14868.
5. Douglas t.Ross, Uwe Sherf and etc., Systematic variation in gene expression patterns in human cancer cell lines, Nature Genetics, Vol 24, Mar, 2000.
6. T. Kohonen, Self-organizing and Associative Memory, 2rd Edition, Berlin, Springer Verlag, 1988.
7. Javier Herrero, Alfonso Valencia and Joaquin Dopazo, A hierachical unsupervised growing neural network for clustering gene expression patterns, Bioinformatics, Vol. 17 no.2, 2001, Pages 126-136.
8. J. J. Hopfield, "Neural network and physical systems with emergent collective computational abilities", Proc. Acad. Sci. U.S. vol.79,pp2554-2558,1982.
9. T. D. Chiueh, R. M. Goodman, "Recurrent Correlation Associative Memories", IEEE Trans. Neural Networks, vol.2,no.2,pp275-284,1991.
10. M. Kawamura, M. Okada and Y. Hirai, "Dynamics of Selective Recall in an Associative Memory Model with One-to-Many Associations", IEEE Trans. Neural Networks, vol.10,no.3,pp704-713,May.1999.
11. Golub, T.,S. D.K., P.Tamayo, and etc, Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring. Science 286,531-537.
12. Y. Yao, L. Chen and Y. Chen, Associative Clustering for Clusters of Arbitrary Distribution Shapes, Neural Processing Letters, Vol 14(3), 2001.