Statistical genetic interval-valued fuzzy systems with prediction in clinical trials

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

Volumn , Issue , 2007, Pages 129-132

  Qiu, Yu ^a,b   Zhang, Yan Qing ^a,b   Zhao, Yichuan ^b  

^a IEEE

^b GEORGIA STATE UNIVERSITY   (United States)

Author keywords

Genetic algorithms; Interval valued fuzzy logic; Least squares errors; Statistical interval valued fuzzy reasoning; Type 2 fuzzy logic

Indexed keywords

ARTIFICIAL INTELLIGENCE; DIESEL ENGINES; FUNCTION EVALUATION; FUZZY INFERENCE; FUZZY SETS; FUZZY SYSTEMS; GENETIC ALGORITHMS; MEMBERSHIP FUNCTIONS; OPTIMIZATION; STATISTICAL METHODS; STATISTICS;

CLINICAL TRIALS; COMPUTATIONAL INTELLIGENCE METHODS; FUZZY MEMBERSHIP FUNCTION (FMF); GRANULAR COMPUTING (GRC); INTERNATIONAL CONFERENCES; INTERVAL-VALUED; STATISTICAL TOOLS; SURVIVAL TIMES; TYPE 2 FUZZY LOGIC SYSTEMS;

FUZZY LOGIC;

EID: 46749153054     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GRC.2007.4403081     Document Type: Conference Paper

References (14)

1. M.B. Gorzalcany, "A method of inference in approximate reasoning based on interval-valued fuzzy-sets," Fuzzy Sets and Svstems, vol.21, 1987, pp.1-17.
2. Jang, J-S. R., C-T. Sun, and E. Mizutani, Neuro-Fuzzy mid Soft Computing, Prentice Hall, 1997.
3. N. N. Karnik, and J. M. Mendel, "Introduction to type-2 fuzzy logic systems," IEEE FUZZ Conf., San Diego, CA, Oct. 1998.
4. N. N. Karnik, J. M. Mendel, and Q. Liang, "Type-2 fuzzy logic systems," IEEE Trans. on Fuzzy Sysy, vol. 7, Dec. 1999, pp.643-658.
5. J.M. Krall. V.A. Uthoff, and J.B. Harley. "A Step-up Procedure for Selecting Variables Associated with Survival," Biometrics, vol. 31, 1975, pp.49-57.
6. Q. Liang, and J. M. Mendel, "Interval type-2 fuzzy logic systems: theory and design," IEEE Transactions on Fuzzy Systems, vol.8, No. 5, Oct. 2000.
7. J. M. Mendel, "Type-2 fuzzy sets: some questions and answers," IEEE Neural Networks Society, Aug. 2003.
8. M. Mizumoto, and K. Tanaka, "Some properties of fuzzy sets of type-2," Inform. Control, vol.31, 1976, pp.312-340.
9. M. Mizumoto, and K. Tanaka, "Fuzzy sets of type-2 under algebraic product and algebraic sum," Fuzzy Sets Syst., vol.5, 1981, pp.277-290.
10. H. T. Nguyen, and E. A. Walker, A First Course in Fuzzy logic. CRC Press, 1997.
11. T. Ozen, J. M. Garibaldi, and S. Musikasuwan, "Effect of type-2 fuzzy membership function shape on modeling variation in human decision making," Proceeding of IEEE International conference on Fuzzy Systems (FUZZIEEE 21)04), Budapest, Hungary, July 2004, pp.25-29.
12. Y. Qiu, Y. -Q. Zhang and Y. Zhao, "Statistical Interval-Valued Fuzzy Systems via Linear Regression," Proc. of IEEE-CrC 2005, pp. 229-232, Beijing, July 25-27, 2005.
13. Y. Qiu, H. Yang. Y..-Q. Zhang and Y. Zhao, "Polynomial Regression Interval-valued Fuzzy Systems," Special Issue on Forging New Frontiers, Soft Computing - A Fusion of Foundations, Methodologies und Applications, 2007.
14. L. Wang, A course in fuzzy systems and control, Prentice Hall, 1997.