Аннотация
A probabilistic model of clustering ensemble based on a collection of fuzzy clustering algorithms and a weighted co-association matrix is proposed. An expression for the upper bound of the misclassification probability of an arbitrary pair of objects is obtained depending on the characteristics of the ensemble. This expression is used to determine the optimal weights of the algorithms.
Язык оригинала | английский |
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Журнал | Pattern Recognition and Image Analysis |
Том | 28 |
Номер выпуска | 1 |
DOI | |
Состояние | Опубликовано - 1 янв 2018 |