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BREAST CANCER DIAGNOSIS VIA FUZZY CLUSTERING WITH PARTIAL SUPERVISION

Abstract

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.

Keywords:

robust method, fuzzy clustering, weighted myriad, partial supervision

Details

Issue
Vol. 8 No. 2 (2004)
Section
Research article
Published
2004-06-30
Licencja:
Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Authors

TOMASZ PRZYBYŁA

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

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