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ASAClu: selecionando clusters diversos e relevantes
(Universidade Federal de São Carlos, 2016-12-12)
No clustering algorithm is guaranteed to find actual groups in any dataset. To deal with this problem, many techniques apply various clustering algorithms to a dataset, generating a set of partitions and assessing them to ...
Estratégia híbrida de seleção de partições para o problema de agrupamento de dados
(Universidade Federal de São Carlos, 2018-01-26)
Inability to identify partitions of different sizes and shapes is a fundamental limitation of any clustering algorithm, especially when different regions of the search space contain clusters with varied characteristics. ...