Information fusion technique for weighted time series model

Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, ICMLC 2007

Volumn 4, Issue , 2007, Pages 1860-1865

  Wang, Jia Wen ^a   Cheng, Ching Hsue ^b  

^a NANHUA UNIVERSITY   (Taiwan)

^b NATIONAL YUNLIN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

Information fusion technique; OWA operator; OWA MA forecasting model; Time series

Indexed keywords

DATA STRUCTURES; MATHEMATICAL MODELS; TIME SERIES ANALYSIS;

DYNAMICAL WEIGHTING PROBLEM; OWA OPERATOR; OWA-MA FORECASTING MODEL; WEIGHTED MOVING AVERAGE (WMA);

INFORMATION FUSION;

EID: 38049088430     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2007.4370451     Document Type: Conference Paper

References (8)

1. Chase, R. B., Jacobs, F. R., and Aquilano, N. J., "Operations management", McGraw-Hill, 2006.
2. Cheng CH, Chang JR, Chen LS Dynamic Fuzzy OWA GDSS for Evaluating The Risks of Software Development. Decision Support Systems, unpublished paper.
3. Filev, D., Yager, R. R., "On the issue of obtaining OWA operator weights", Fuzzy Sets and Systems, Vol 94, pp. 157-169, 1998.
4. Fuller, R., Majlender, P., "An analytic approach for obtaining maximal entropy OWA operator weights", Fuzzy Sets and Systems, Vol 124, pp.53-57, 2001.
5. Song, Q., Chissom, B.S., "Forecasting enrollments with fuzzy time series - Part I", Fuzzy sets and systems, Vol 54, pp:1-10, 1993b.
6. Wisner, J. D., Leong, G. K., and Tan, K.-C., "Principles of supply chain management-a balanced approach", Thomson south-western, 2005.
7. Yager, R. R., "Families of OWA operators", Fuzzy Sets and Systems, Vol 59, pp.125-148, 1993.
8. Yager, R. R., "On ordered weighted averaging aggregation operators in multi-criteria decision making", IEEE Trans. Systems Man and Cybernetics, Vol 18, pp. 183-190, 1988.