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A publicação pode ser exportada nos seguintes formatos: referência da APA (American Psychological Association), referência do IEEE (Institute of Electrical and Electronics Engineers), BibTeX e RIS.

Exportar Referência (APA) 
Suleman, A. (2017). Assessing a fuzzy extension of Rand index and related measures. IEEE Transactions on Fuzzy Systems. 25 (1), 237-244
Exportar Referência (IEEE) 
A. K. Suleman,  "Assessing a fuzzy extension of Rand index and related measures", in IEEE Transactions on Fuzzy Systems, vol. 25, no. 1, pp. 237-244, 2017
Exportar BibTeX 
@article{suleman2017_1714127523816,
	author = "Suleman, A.",
	title = "Assessing a fuzzy extension of Rand index and related measures",
	journal = "IEEE Transactions on Fuzzy Systems",
	year = "2017",
	volume = "25",
	number = "1",
	doi = "10.1109/TFUZZ.2016.2554155",
	pages = "237-244",
	url = "http://ieeexplore.ieee.org/abstract/document/7452581/"
}
Exportar RIS 
TY  - JOUR
TI  - Assessing a fuzzy extension of Rand index and related measures
T2  - IEEE Transactions on Fuzzy Systems
VL  - 25
IS  - 1
AU  - Suleman, A.
PY  - 2017
SP  - 237-244
SN  - 1063-6706
DO  - 10.1109/TFUZZ.2016.2554155
UR  - http://ieeexplore.ieee.org/abstract/document/7452581/
AB  - This empirical study extends the results of Hu?llermeier, Rifqi, Henzgen, and Senge (2012). It examines the ability of a generalization of the Rand index and four related measures of similarity to recover the cluster structure of the data in the framework of fuzzy c-means clustering. The index range is also used as a criterion statistic. A Monte Carlo simulation is conducted for both the null case and where the data have a well-defined cluster structure. The fuzzy extension of the related measures is not so effective for imbalanced data. On the contrary, whether the index is Dice, Fowlkes and Mallows, Hurbert and Arabie, or Jaccard, it provides reliable results for noise data or for data containing fairly balanced clusters. The criticisms of the Rand index in the context of crisp clustering can also be extended to its fuzzy version.
ER  -