The application of clustering analysis for the critical areas on TFT-LCD panel

Expert Systems with Applications

Volumn 34, Issue 2, 2008, Pages 952-957

  Hsieh, Kun Lin ^a  

^a NATIONAL TAITUNG UNIVERSITY   (Taiwan)

Author keywords

Fuzzy adaptive resonance theory (Fuzzy ART); Liquid crystal displays (LCDs); Process analysis; Stepwise regression

Indexed keywords

CLUSTERING ALGORITHMS; FUZZY SYSTEMS; INDUSTRIAL PLANTS; TAIWAN; THIN FILM TRANSISTORS;

FUZZY ADAPTIVE RESONANCE THEORY (FUZZY ART); PROCESS ANALYSIS; RESONANCE THEORY; STEPWISE REGRESSION;

LIQUID CRYSTAL DISPLAYS;

EID: 36148984978     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2006.10.035     Document Type: Article

References (16)

1. Carpenter G.A., Grossberg S., and Rosen D.B. Fuzzy ART: fast stable learning and categorization of analog patterns by an adaptive resonance system. Neural Networks 4 6 (1991) 759-771
2. Darlington R.B. Regression and linear models (1990), McGraw-Hill, New York
3. Georgiopoulos M., Fernlund H., Bebis G., and Heileman G.L. Order of search in Fuzzy ART and Fuzzy ARTMAP: effect of the choice parameter. Neural Networks 9 9 (1996) 1541-1559
4. Hocking R.R. Methods and applications of linear models. Regression and the analysis of variance (1996), Wiley, New York
5. Hsieh, K.-L., & Lu., Y.-S. (in press). Achieving process analysis in TFT-LCD manufacturing industry by using statistical technique. In: the 6th WSEAS international conference on system theory and scientific computation.
6. Lindeman R.H., Merenda P.F., and Gold R. Introduction to bivariate and multivariate analysis (1980), Scott, Foresman, & Co, New York
7. Moore B. ART 1 and pattern clustering. In: Touretzky D., Hinton G., and Sejnowski T. (Eds). Proceedings of the 1988 connectionist models summer school, June 17-26 (1988), Morgan Kaufmann, San Mateo, CA 174-185
8. Morrison D.F. Multivariate statistical methods. 3rd ed. (1990), McGraw-Hill, New York
9. Neter J., Wasserman W., and Kutner M.H. Applied linear statistical models: regression, analysis of variance, and experimental designs. (1985), Irwin, Homewood, IL
10. Pedhazur E.J. Multiple regression in behavioral research. 2nd ed. (1982), Holt, Rinehart, & Winston, New York
11. Simpson P.K. Fuzzy min-max neural network-Part 2: clustering. IEEE Transaction on Fuzzy Systems 1 (1993) 32-44
12. Singer P. Flat panel displays: an interesting test case for the US. Semiconductor International 17 7 (1994) 78-88
13. SPSS, (2000). Advanced statistical analysis using SPSS, Chicago: Editor.
14. Stevens J. Applied multivariate statistics for the social sciences (1986), Erlbaum, Hillsdale, NJ
15. Su C.T., Yang T., and Wang P.S. An optimal yield mapping approach for liquid crystal displays. Journal of Quality 11 4 (2004) 283-293
16. Younger M.S. A first course in linear regression. 2nd ed. (1985), Duxbury Press, Boston