To construct a monitoring mechanism of production loss by using Fuzzy Delphi method and fuzzy regression technique - A case study of IC package testing company

Expert Systems with Applications

Volumn 35, Issue 3, 2008, Pages 1156-1165

  Wang, Miao Ling ^a   Lin, Yu Hsin ^a  

^a MINGHSIN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

Fuzzy Delphi method; Fuzzy ranking; Fuzzy regression; Key performance indicator

Indexed keywords

BENCHMARKING; BRIDGE DECKS; COMPUTER NETWORKS; DECISION MAKING; ELECTRONIC COMMERCE; FOOD PROCESSING; INDUSTRY; INFORMATION TECHNOLOGY; MANAGEMENT; MODAL ANALYSIS; MONITORING; MULTITASKING; PUBLIC KEY CRYPTOGRAPHY; REGRESSION ANALYSIS; TECHNOLOGICAL FORECASTING; TECHNOLOGY;

(OTDR) TECHNOLOGY; APPLIED (CO); BUSINESS OBJECTIVES; CASE STUDIES; ELECTRONIC-BUSINESS; ELSEVIER (CO); FUZZY DELPHI; FUZZY REGRESSION (FR); FUZZY REGRESSION MODEL (FRM); IC PACKAGING; INTENSE (CO); KEY FACTORS; KEY PERFORMANCE INDICATOR (KPI); KEY-MANAGEMENT; OPERATIONAL PROBLEMS; PRODUCTION LOSSES; RANKING METHODS; SEMICONDUCTOR ASSEMBLIES; VALUABLE INFORMATIONS;

FUZZY LOGIC;

EID: 44949091417     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2007.08.011     Document Type: Article

References (26)

1. Barry J.A., and Linoff G. Data mining technique for marketing, sale, and customer support (1997), Wiley Computer
2. Chang Y.H.O., and Ayyub B.M. Fuzzy regression methods - A comparative assessment. Fuzzy Sets and Systems 119 (2001) 187-203
3. Chen S.J., and Hwang C.L. Fuzzy multiple attribute decision making: Methods and applications (1992), Springer-Verlag
4. Dubois D., and Prade H. Fuzzy sets and systems: Theory and applications (1980), Academy Press
5. Groth R. Data mining: Building competitive advantage (1999), Prentice-Hall, Inc
6. Guieford J.P. Fundamental statistics in psychology and education (1965), McGraw-Hill
7. Huang L.C., Chang P.T., and Lin H.J. The fuzzy managerial talent assessment model: a pilot study. Pan-Pacific Management Review 1 1 (1997) 71-83
8. Hwang C.L., and Lin M.J. Group decision making under multiple criteria: Methods and applications (1987), Springer-Verlag
9. Ishikawa A., Amagasa M., Shiga T., Tomizawa G., Tatsuta R., and Mieno H. The max-min Delphi method and fuzzy Delphi method via fuzzy integration. Fuzzy Sets and Systems 55 (1993) 241-253
10. Kaplan, R. S., & Norton, D. P. (1996). Using the balanced scorecard as a strategic management system. Harvard Business Review, Jan-Feb, 76-85.
11. Kaufman R. Preparing useful performance indicators. Training and Development Journal 42 9 (1998) 80-83
12. Kaufmann A., and Gupta M.M. Fuzzy mathematical models in engineering and management science (1988), North Holland
13. Kim K.J., Moskowitz H., and Koksalan M. Fuzzy versus statistical linear regression. European Journal of Operational Research 92 (1996) 417-434
14. Klir G.J., and Folger T.A. Fuzzy sets, uncertainty and information (1988), Prentice-Hall, Englewood Cliffs
15. Kudyba S., and Hoptroff R. Data mining and business intelligence: A guide to productivity (2001), Idea Group Pub, Hershey, PA
16. Lin, C. L. (2002). Web mining based on c̃-fuzzy means for service web site. Master Thesis, Department of Industrial Engineering and Engineering Management, National Tsing Hua University.
17. Lin, Y. H., Lai, S. H., Wu, C. H. (2004). The development of e-solution decision model for small and medium enterprises. In The 2004 annual conference on Chinese Institute of Industrial Engineering.
18. Murray T.J., Pipino L.L., and Gigch J.P. A pilot study of fuzzy set modification of Delphi. Human Systems Management (1985) 76-80
19. Rakar A., Zorzut S., and Jovan V. Assessment of production performance by means of KPI. Proceedings of control 2004 conference Vols. 6-9 (2004), University of Bath, UK September
20. Reza K., and Vassilis S.M. Delphi hierarchy process(DHP): A methodology for priority setting derived from the Delphi method and analytical hierarchy process. European Journal of Operational Research 137 (1988) 347-354
21. Tanaka H., Uejima S., and Asai K. Linear regression analysis with fuzzy model. IEEE Transactions on System Man and Cybernetics 12 (1982) 903-907
22. Wang, M. L. (2004). A generalized fuzzy ranking procedure. In Proceedings of tenth international conference on information processing and management of uncertainty in knowledge-based systems, Perugia, Italy (Vol. 1, pp. 125-132).
23. Wang H.F., and Tsuar R.C. Insight of a fuzzy regression model. Fuzzy Sets and Systems 112 (2000) 355-369
24. Wang M.L., Wang H.F., and Lin C.L. Ranking fuzzy number based on lexicographic screening procedure. International Journal of Information Technology and Decision Making 4 4 (2005) 663-678 December
25. Zadeh L.A. Fuzzy sets. Information and Control 8 (1965) 338-353
26. Zimmermann H.J. Fuzzy set theory and its applications (1966), Kluwer Academic Publishers