A NEW CASE-BASED APPROXIMATE REASONING BASED ON SPMF IN LINGUISTIC APPROXIMATION

Dae-Young Choi, Ilkyeun Ra

Abstract

A new case-based approximate reasoning (CBAR) based on SPMF in linguistic approximation is proposed. It provides an efficient mechanism for linguistic approximation within linear time complexity.

References

  1. Ahn, H., Kim, K. J., Han, I., 2007, A Case-Based Reasoning System with the Two-Dimensional Reduction Technique for Customer Classification, Expert Systems with Application 32, 1011-1019 Batyrshin, I., Wagbnknbcht, M., 2002, Towards a Linguistic Description of Dependencies in Data, Int. Journal of Appl. Math. Compt. Sci., 12(3), 391-401.
  2. Chang, T. C., Hasegawa, K., Ibbs, C. W., 1991, The Effects of Membership Function on Fuzzy Reasoning, Fuzzy Sets and Systems 44, 169-186.
  3. Chiu, C., 2002, A Case-Based Customer Classification Approach for Direct Marketing, Expert Systems with Application 22, 163-168.
  4. Chiu, C., Chang, P. C., Chiu, N. H., 2003, A Case-Based Expert Support System for Due-Date Assignment in a Water Fabrication Factory, Journal of Intelligent Manufacturing 14, 287-296.
  5. Choi, D. Y., 2006, ATM Based on SPMF, Lecture Notes in Artificial Intelligence 4251, 490-497.
  6. Degani, R., Bortolan, G., 1988, The Problem of Linguistic Approximation in Clinical Decision Making, International Journal of Approx. Reasoning 2(2), 143- 162.
  7. Eshragh, F., Mamdani, E. H., 1979, A General Approach to Linguistic Approximation, International Journal of Man-Machine Studies 11, 501-519.
  8. Kowalczyk, R., 1998, On Linguistic Approximation with Genetic Programming, Lecture Notes in Computer Science 1415, 200-209.
  9. Mamdani, E., 2001, Soft knowledge as key enabler of future services, Proceedings of the 2001 BISC international workshop on fuzzy logic and the Internet, 145-148.
  10. Mizumoto, M., Zimmermann, H.-J., 1982, Comparison of Fuzzy Reasoning Methods, Fuzzy Sets and Systems 8, 253-283.
  11. Tanrikorur, T., 2001, Great Expectations, Intelligent Enterprise 4(12), 35-38.
  12. Wenstop, F., 1976, Deductive Verbal Models of Organization, International Journal of Man-Machine Studies 8, 293-311.
  13. Zadeh, L. A., 1973, Outline of a New Approach to the Analysis of Complex Systems and Decision Processes, IEEE Transactions on SMC 3, 28-44.
  14. Zadeh, L. A., 1987, The Concept of a Linguistic Variables and Its Application to Approximate Reasoning 1, 2, 3, In R. R. Yager, et al. (Eds.), Fuzzy Sets and Applications (John Wiley & Sons) 219-366.
  15. Zwick, R., Carlstein, E., Budescu, D. V., 1987, Measures of Similarity among Fuzzy Concepts: A Comparative Analysis, International Journal of Approximate Reasoning 1, 221-242.
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Paper Citation


in Harvard Style

Choi D. and Ra I. (2009). A NEW CASE-BASED APPROXIMATE REASONING BASED ON SPMF IN LINGUISTIC APPROXIMATION . In Proceedings of the 11th International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-8111-85-2, pages 259-262. DOI: 10.5220/0001816002590262


in Bibtex Style

@conference{iceis09,
author={Dae-Young Choi and Ilkyeun Ra},
title={A NEW CASE-BASED APPROXIMATE REASONING BASED ON SPMF IN LINGUISTIC APPROXIMATION},
booktitle={Proceedings of the 11th International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2009},
pages={259-262},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001816002590262},
isbn={978-989-8111-85-2},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 11th International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - A NEW CASE-BASED APPROXIMATE REASONING BASED ON SPMF IN LINGUISTIC APPROXIMATION
SN - 978-989-8111-85-2
AU - Choi D.
AU - Ra I.
PY - 2009
SP - 259
EP - 262
DO - 10.5220/0001816002590262