Perceptual reasoning: A new computing with words engine

Proceedings - 2007 IEEE International Conference on Granular Computing, GrC 2007

Volumn , Issue , 2007, Pages 446-451

  Mendel, Jerry M ^a   Wu, Dongrui ^a  

^a University of Southern California ^*  (United States)

Author keywords

Computing with words; Interval type 2 fuzzy sets; Linguistic weighted average; Perceptual computer; Perceptual reasoning

Indexed keywords

(E ,3E) PROCESS; CODE BOOKS; COMPUTING WITH WORDS (CW); DEFUZZIFICATION; FUZZY IF THEN RULES; GRANULAR COMPUTING (GRC); HUMAN FRIENDLY; INTERNATIONAL CONFERENCES; INTERVAL TYPE-2 FUZZY SETS (IT2 FS); LINGUISTIC DATA; LINGUISTIC SUMMARIZATION; PERCEPTUAL REASONING; SUBJECTIVE JUDGMENTS; TSK MODELS; WEIGHTED AVERAGING;

ADMINISTRATIVE DATA PROCESSING; COMPUTER ARCHITECTURE; DECISION SUPPORT SYSTEMS; FUZZY INFERENCE; FUZZY RULES; FUZZY SETS; INFORMATION MANAGEMENT; KNOWLEDGE MANAGEMENT; LINGUISTICS; MAPS; SEARCH ENGINES; SET THEORY;

FUZZY LOGIC;

EID: 46749125406     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GRC.2007.4403140     Document Type: Conference Paper

References (29)

1. M. D. S. Brain, "On the relation between the natural logic of reasoning and standard logic," Psychological Review, vol. 85, pp. 1-21, 1978.
2. N. Chater, M. Oaksford, R. Nakisa, and M. Redington, "Fast, frugal and rational: How rational norms explain behavior," Organizational Behaviour and Human Decision Processes, vol. 90, no. 1, pp. 63-86, 2003.
3. D. Dubois, L. Foulloy, G. Mauris, and H. Prade, "Probability- possibility transformations, triangular fuzzy sets, and probabilisitic inequalities," Reliable Computing, vol. 10, pp. 273-297, 2004.
4. B. Inhelder and J. Piaget, The Growth of Logical Thinking From Childhood to Adolescence. NY: Basic Books, 1958.
5. J. Kacprzyk and R. R. Yager, "Linguistic summaries of data using fuzzy logic," Int'l J. of General Systems, vol. 30, pp. 133-154, 2001.
6. G. J. Klir and B. Yuan, Fuzzy Sets and Fuzzy Logic: Theory and Applications. Upper Saddle River, NJ: Prentice-Hall, 1995.
7. 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.
8. F. Liu and J. M. Mendel, "An interval approach to fuzzistics for interval type-2 fuzzy sets," in Proc. FUZZ-IEEE, Imperial College, London, UK, July 2007, pp. 1030-1035.
9. J. M. Mendel, Rule-Based Fuzzy Logic Systems: Introduction and New Directions. Upper Saddle River, NJ: Prentice-Hall, 2001.
10. _, "Computing with words, when words can mean different things to different people," in Proc. 3rd Int'l ICSC Symposium on Fuzzy Logic and Applications, Rochester, NY, June 1999, pp. 158-164.
11. _, "An architecture for making judgment using computing with words," Int'l Journal of Applied Mathematics and Computer Science, vol. 12, no. 3, pp. 325-335, 2002.
12. _, "Computing with words and its relationships with fuzzistics," Information Sciences, vol. 177, pp. 988-1006, 2007.
13. _, "Type-2 fuzzy sets and systems: An overview," IEEE Computational Intelligence Magazine, vol. 2, no. 1, pp. 20-29, 2007.
14. _, "The perceptual computer: An architecture for computing with words," in Proc. FUZZ-IEEE, Melbourne, Australia, December 2001, pp. 35-38.
15. 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.
16. J. M. Mendel and D. Wu, "Perceptual reasoning for perceptual computing," June 2007, submitted to IEEE Trans. on Fuzzy systems.
17. M. Nikravesh, "Soft computing for reservoir characterization and management," in Proc. IEEE Int'l Conf. Granular Computing, vol. 2, Beijing, China, July 2005, pp. 593-598.
18. L. J. Rips, The Psychology of Proof. Cambridge, MA: MIT Press, 1994.
19. I. B. Türkşen, "Interval valued fuzzy sets and fuzzy connectives," J. of Interval Computations, vol. 4, pp. 125-142, 1993.
20. _, "Interval-valued fuzzy sets based on normal forms," Fuzzy Sets and Systems, vol. 20, pp. 191-210, 1986.
21. _, "Type 2 representation and reasoning for CWW," Fuzzy Sets and Systems, vol. 127, pp. 17-36, 2002.
22. D. Wu and J. M. Mendel, "The linguistic weighted average," in Proc. FUZZ-IEEE, Vancouver, BC, Canada, July 2006, pp. 566-573.
23. _, "Aggregation using the linguistic weighted average and interval type-2 fuzzy sets," IEEE Trans. on Fuzzy Systems, in press, 2007.
24. _, "A vector similarity measure for linguistic approximation: Interval type-2 and type-1 fuzzy sets," accepted by Information Sciences, 2007.
25. H. Wu and J. M. Mendel, "Antecedent connector word models for interval type-2 fuzzy logic system," in Proc. FUZZ-IEEE, Budapest, Hungary, July 2004, pp. 1099-1104.
26. L. A. Zadeh, "Fuzzy logic = computing with words," IEEE Trans. on Fuzzy Systems, vol. 4, pp. 103-111, 1996.
27. _, "From computing with numbers to computing with words - from manipulation of measurements to manipulation of perceptions," IEEE Trans. on Circuits and Systems-I: Fundamental Theory and Applications, vol. 4, pp. 105-119, 1999.
28. _, "Toward a generalized theory of uncertainty (GTU)-an outline," Information Sciences, vol. 172, pp. 1-40, 2005.
29. _, "Outline of a new approach to analysis of complex systems and decision processes," IEEE Trans. on Systems, Man, and Cybernetics, vol. 3, no. 1, pp. 28-44, 1973.