Interval Generalized Improved Fuzzy Partitions Fuzzy C-Means Under Hausdorff Distance Clustering Algorithm

In general, Hausdorff distance considers the maximum distance between two sets, making it less sensitive to outliers. Besides, fuzzy clustering often encounters challenges such as noise and fuzziness in data. Hausdorff distance provides a degree of resistance to such challenges by considering the ma...

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Vydané v:	International journal of fuzzy systems Ročník 27; číslo 3; s. 834 - 852
Hlavní autori:	Chang, Sheng-Chieh, Jeng, Jin-Tsong
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Heidelberg Springer Nature B.V 01.04.2025
Predmet:	Algorithms Centroids Clustering Convergence Data analysis Datasets Library management Machine learning Methods Metric space Outliers (statistics) Probability distribution Robustness (mathematics) Statistical analysis Student's t-test
ISSN:	1562-2479, 2199-3211
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