A double-clustering approach for interpretable granulation of data

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

Volumn 2, Issue , 2002, Pages 483-487

  Castellano, Giovanna ^a   Fanelli, Anna M ^a   Mencar, Corrado ^a  

^a UNIVERSITY OF BARI   (Italy)

Author keywords

Fuzzy clustering; Fuzzy modeling; Hierarchical clustering; Information granulation

Indexed keywords

ALGORITHMS; FUZZY SETS; HIERARCHICAL SYSTEMS; SEMANTICS;

FUZZY CLUSTERING;

INFORMATION MANAGEMENT;

EID: 0036979640     PISSN: 08843627     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. A. Bargiela and W. Pedrycz: Classification and clustering of granular data. Proc. of ISA-NAFIPS 2001, Vancouver, Canada, 2001, pp. 1696-1701.
2. J.C. Bczdek: Pattern recognition with fuzzy objective function algorithms. Plenum, New York, 1981.
3. R.A. Fisher: The use of multiple measurements in taxonomic problems. Ann. Eugen. Vol. 7 (1936), pp. 179-188.
4. S.C. Johnson: Hierarchical clustering schemes. Psychometrika, Vol. 2 (1967), pp. 241-254.
5. T.Y. Lin: Granular computing on binary relations: Part I and II. In A. Skoworn and L. Polkowski, eds., Rough sets in Knowledge Discovery, Springer-Verlag, Berlin, Germany, 1998, pp. 107-140.
6. S. Kobashi, N. Kamiura, Y. Hata and F. Miyawaki: Fuzzy Information Granulation on Blood Vessel Extraction from 3D TOF MRA Image. International Journal of Pattern Recognition and Artificial Intelligence, Vol. 14 (2000), No. 4, pp. 409-425.
7. W. Pedrycz: Granular computing: an introduction. In Proc. of IFSA-NAFIPS 2001, Vancouver, Canada, 2001, pp. 1349-1354.
8. Y.Y. Yao: Granular computing using neighborhood systems. In R. Roy, T. Furuhashi, and P.K. Chawdhry, eds., Advances in Soft Computing: Engineering Design and Manufacturing, Springer-Verlag, London, U.K., 1999, pp. 539-553.
9. L.A. Zadeh: Fuzzy sets and information granularity. In M.M. Gupta, R.K. Ragade and R.R. Yager, eds., Advances in Fuzzy Sets Theory and Applications, North Holland, Amsterdam, 1979, pp. 3-18.
10. L.A. Zadeh: Towards a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic. Fuzzy Sets and Systems, Vol. 90(1997), pp. 111-127.