Publications

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2001
Bellazzi R, Guglielmann R, Ironi L. A Hybrid Input-Output Approach to Model Metabolic Systems: An Application to Intracellular Thiamine Kinetics. Journal of Biomedical Informatics. 2001;24.
Bellazzi R, Guglielmann R, Ironi L. Learning from biomedical time series through the integration of qualitative models and fuzzy systems. Artificial Intelligence in Medicine. 2001;21.
2000
Bellazzi R, Guglielmann R, Ironi L. Qualitative and Fuzzy Reasoning for identifying non-linear physiological systems: an application to intracellular thiamine kinetics. Proceedings of IDAMAP 2000, ECAI 2000 working notes. 2000.
Bellazzi R, Guglielmann R, Ironi L. How to improve fuzzy-neural system modeling by means of qualitative simulation. IEEE Trans. Neural Networks. 2000;11.
1999
Bellazzi R, Guglielmann R, Ironi L. A qualitative-fuzzy framework for nonlinear black-box system identification. Proc. of IJCAI '99. 1999.
1998
Bellazzi R, Ironi L, Guglielmann R, Stefanelli M. Qualitative Models and Fuzzy System: an Integrated Approach for Learning from data. Artificial Intelligence in Medicine. 1998.
1997
Bellazzi R, Ironi L, Guglielmann R, Stefanelli M. Learning From Data Through the Integration of Qualitative Models and Fuzzy Systems. Keravnou E, Garbay C, Baud R, Wyatt J, editors.; 1997.
1996
Bellazzi R, Ironi L. Qualitative models and fuzzy logic in non-linear dynamic system identification: amedical application. III Convegno SIMAI. 1996.