Breast cancer diagnosis via fuzzy clustering with partial supervision

• Autorzy: Przybyła T.
• Konferencja: Computers in Medical Applications: XIIIth Biocybernetics and Biomedical Engineering Conference (10-13 September 2003, Gdańsk, Poland)
• Języki publikacji: EN

Abstrakty

EN

A new clustering method of fuzzy c-myriad clustering with partial supervision is presented in this paper. The proposed method has been applied to breast cancer diagnosis data obtainted from the University of Wisconsin. The data set contains 699 cases of breast cancer, with each instance described by 10 features.

Słowa kluczowe

EN

robust method; fuzzy clustering; weighted myriad; partial supervision

• Wydawca: Politechnika Gdańska
• Czasopismo: TASK Quarterly : scientific bulletin of Academic Computer Centre in Gdansk
• Rocznik: 2004
• Tom: Vol. 8, No 2
• Strony: 193--198
• Opis fizyczny: Bibliogr. 5 poz., rys., tab.

Twórcy

autor

Przybyła T.

• Division of Biomedical Electronics, Silesian University of Technology, Akademicka 16, 44-100 Gliwice, Poland

Bibliografia

• [1] Bezdek J C 1981 Pattern Recognition with Fuzzy Objective Function Algorithms, Plenum Press
• [2] Arce G R and Kalluri S 2001 IEEE Trans. Signal Proc. 49 (11) 2721
• [3] Arce G R and Kalluri S 1998 IEEE Trans. Signal Proc. 46 (2) 322
• [4] Bertsekas D P 1982 Constrained Optimization and Lagrange Multiplier Methods, Academic Press
• [5] Hall L and Bensaid A M 1996 Pattern Recognition 29 (5) 859