Research
Bibliography on context adaptation of fuzzy systems
- A. Botta, P. Ducange, B. Lazzerini and F. Marcelloni. A multi-objective cooperative coevolutionary approach to Mamdani fuzzy system generation. In 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2008), Vol. to appear, 2008.
- A. Botta. Automatic context adaptation of fuzzy systems. PhD thesis, IMT Lucca Institute for Advanced Studies, 2008.
- A. Botta, B. Lazzerini, F. Marcelloni and D. C. Stefanescu. Context adaptation of fuzzy systems through a multi-objective evolutionary approach based on a novel interpretability index. In Soft Computing, Vol. to appear, 2008.
- A. Botta, B. Lazzerini and F. Marcelloni. Context adaptation of Mamdani fuzzy rule-based systems. In International Journal of Intelligent Systems, Vol. 23(4):397 - 418, 2008.
- A. Botta, B. Lazzerini, F. Marcelloni and D. C. Stefanescu. A survey of approaches to context adaptation of fuzzy systems. In Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control (ISC 2007), Cambridge, MA, 2007.
- A. Botta, B. Lazzerini, F. Marcelloni and D. C. Stefanescu. Exploiting fuzzy ordering relations to preserve interpretability in context adaptation of fuzzy systems. In Proceedings of the 2007 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'07), Pages 1-6, London, UK, 2007.
- A. Botta, B. Lazzerini and F. Marcelloni. Context adaptation of Mamdani fuzzy systems through new operators tuned by a genetic algorithm. In Proceedings of the 2006 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'06), Vol. 1:1641--1648, Vancouver, BC, Canada, 2006.
- A. Botta, B. Lazzerini and F. Marcelloni. New operators for context adaptation of Mamdani fuzzy systems. In D. Ruan, P. D'hondt, P. F. Fantoni, M. De Cock, M. Nachtegael and E. E. Kerre editors, Applied Artificial Intelligence: Proceedings of the 7th Internations FLINS Conference, Pages 35--42, World Scientific, Genova, Italy, 2006.
- F. Klawonn. Reducing the number of parameters of a fuzzy system using scaling functions. In Soft Computing, Vol. 10(9):749-756, 2006.
- P. Brézillon. Modeling and using context: Past, present and future.Technical report, Laboratoire d'informatique de Paris 6, 2002.
- L. Magdalena. On the role of context in hierarchical fuzzy controllers. In International Journal of Intelligent Systems, Vol. 17(5):471-493, 2002.
- O. Cordón, F. Herrera, L. Magdalena and P. Villar. A genetic learning process for the scaling factors, granularity and contexts of the fuzzy rule-based system data base. In Information Science, Vol. 136(1-4), Elsevier Science Inc., 2001.
- R.R. Gudwin, F.A.C. Gomide and M. Andrade Netto. A fuzzy elevator group controller with linear context adaptation. In Proceedings of the 1998 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'98), Pages 481-486, 1998.
- R.R. Gudwin, F.A.C. Gomide and W. Pedrycz. Context adaptation in fuzzy processing and genetic algorithms. In International Journal of Intelligent Systems, Vol. 13(10-11):929-948, 1998.
- R.M. Turner. Context-mediated behavior for intelligent agents. In International Journal of Human-Computer Studies, Vol. 48(3):307-330, 1998.
- L. Magdalena. Adapting the gain of an FLC with genetic algorithms. In International Journal of Approximate Reasoning, Vol. 17(4):327-349, 1997.
- R.M. Turner. Determining the context-dependent meaning of fuzzy subsets. In Proceedings of the 1997 International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT-97), Rio de Janeiro, Brazil, 1997.
- W. Pedrycz, R.R. Gudwin and F.A.C. Gomide. Nonlinear context adaptation in the calibration of fuzzy sets. In Fuzzy Sets and Systems, Vol. 88(1):91-97, 1997.
- R.R. Gudwin and F.A.C. Gomide. Context adaptation in fuzzy processing. In Proceedings of the Brazil-Japan Joint Symposium on Fuzzy Systems, 1994.
- A. Bastian. How to handle the flexibility of linguistic variables with applications. In International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, Vol. 2(4):463-484., 1994.
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