Similarity-based perceptual reasoning for perceptual computing

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2009, Pages 700-705

  Wu, Dongrui ^a   Mendel, Jerry M ^a  

^a University of Southern California   (United States)

Author keywords

Computing with words; Interval type 2 fuzzy sets; Perceptual computing; Perceptual reasoning; Rule based systems; Similarity

Indexed keywords

APPROXIMATE REASONING; CODEBOOKS; COMPARATIVE STUDIES; COMPUTING WITH WORDS; FOOTPRINT OF UNCERTAINTIES; INTERVAL TYPE-2 FUZZY SETS; PERCEPTUAL COMPUTING; PERCEPTUAL REASONING;

FUZZY SETS;

COMPUTER SCIENCE;

EID: 71249092280     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2009.5277374     Document Type: Conference Paper

References (17)

1. H. Bustince, "Indicator of inclusion grade for interval-valued fuzzy sets. Application to approximate reasoning based on interval-valued fuzzy sets," Int'l. Journal of Approximate Reasoning, vol. 23, no. 3, pp. 137-209, March 2000.
2. Q. Liang and J. M. Mendel, "Interval type-2 fuzzy logic systems: theory and design," IEEE Trans. on Fuzzy Systems, vol. 8, no. 5, pp. 535-550, 2000.
3. F. Liu and J. M. Mendel, "Encoding words into interval type-2 fuzzy sets using an interval approach," IEEE Trans. on Fuzzy Systems, vol. 16, no. 6, pp. 1503-1521, 2008.
4. J. M. Mendel, R. I. John, and F. Liu, "Interval type-2 fuzzy logic systems made simple," IEEE Trans. on Fuzzy Systems, vol. 14, no. 6, pp. 808-821, 2006.
5. J. M. Mendel, S. Murphy, L. C. Miller, M. Martin, and N. Karnik, "The fuzzy logic advisor for social judgments," in Computing with words in information/intelligent systems, L. A. Zadeh and J. Kacprzyk, Eds. Physica-Verlag, 1999, pp. 459-483.
6. J. M. Mendel, Uncertain Rule-Based Fuzzy Logic Systems: Introduction and New Directions. Upper Saddle River, NJ: Prentice-Hall, 2001.
7. -, "The perceptual computer: An architecture for computing with words," in Proc. FUZZ-IEEE, Melbourne, Australia, December 2001, pp. 35-38.
8. J. M. Mendel and D. Wu, "Perceptual reasoning: A new computing with words engine," in Proc. IEEE Int'l Conf. on Granular Computing, Silicon Valley, CA, November 2007, pp. 446-451.
9. -, "Perceptual reasoning for perceptual computing," IEEE Trans. on Fuzzy systems, vol. 16, no. 6, pp. 1550-1564, 2008.
10. S. Raha, N. Pal, and K. Ray, "Similarity-based approximate reasoning: methodology and application," IEEE Transactions on Systems, Man and Cybernetics-A, vol. 32, no. 4, pp. 541-547, 2002.
11. D. Wu and J. M. Mendel, "A comparative study of ranking methods, similarity measures and uncertainty measures for interval type-2 fuzzy sets," Information Sciences, 2009, in press.
12. -, "Aggregation using the linguistic weighted average and interval type-2 fuzzy sets," IEEE Trans. on Fuzzy Systems, vol. 15, no. 6, pp. 1145-1161, 2007.
13. -, "Corrections to "Aggregation using the linguistic weighted average and interval type-2 fuzzy sets"," IEEE Trans. on Fuzzy Systems, vol. 16, no. 6, pp. 1664-1666, 2008.
14. -, "Enhanced Karnik-Mendel algorithms for interval type-2 fuzzy sets and systems," in Proc. NAFIPS, San Diego, CA, June 2007, pp. 184-189.
15. -, "Enhanced Karnik-Mendel Algorithms," IEEE Trans. on Fuzzy Systems, 2009, in press.
16. -, "Perceptual reasoning using interval type-2 fuzzy sets: Properties," in IEEE Int'l Conf. on Fuzzy Systems, Hong Kong, June 2008, pp. 1219-1226.
17. D. S. Yeung and E. C. C. Tsang, "A comparative study on similarity-based fuzzy reasoning methods," IEEE Trans. on Systems, Man and Cybernetics-B, vol. 27, pp. 216-227, 1997.