expanded clustering
[/ɪkˈspændɪd ˈklʌstərɪŋ/]
nounpl: expanded clusterings
agrupamento expandido
1. A data analysis technique where clustering algorithms are applied iteratively or with increased parameters to identify more granular or comprehensive groupings within datasets
The research team used expanded clustering to discover previously hidden patterns in the customer behavior dataset.
A equipe de pesquisa utilizou agrupamento expandido para descobrir padrões previamente ocultos no conjunto de dados de comportamento do cliente.
2. In machine learning, a process of refining cluster boundaries by expanding search parameters or applying additional iterations to obtain more detailed categorical subdivisions
Expanded clustering with lower distance thresholds revealed five distinct market segments instead of the initial three.
O agrupamento expandido com limites de distância mais baixos revelou cinco segmentos de mercado distintos em vez dos três iniciais.
This is technical terminology commonly used in data science, artificial intelligence, and business analytics fields in both Brazil and the United States. It is primarily found in academic publications, research papers, and professional technical documentation rather than in everyday conversation.
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