denser clustering

[ˈdɛnsər ˈklʌstərɪŋ]
nounpl: denser clusterings
agrupamento mais denso
1. A pattern or arrangement where clusters of elements, objects, or data points are positioned more closely together with reduced spacing between them
The denser clustering of stars in the galactic center indicates higher stellar concentration.
O agrupamento mais denso de estrelas no centro galáctico indica maior concentração estelar.
2. In data analysis and machine learning, a grouping pattern where similar data points are more tightly packed with minimal distances between clusters
The algorithm produced denser clustering results after optimizing the parameters.
O algoritmo produziu resultados de agrupamento mais denso após otimizar os parâmetros.
3. A configuration with increased spatial density within grouped formations
Urban planners observed denser clustering of residential buildings near the city center.
Planejadores urbanos observaram agrupamento mais denso de edifícios residenciais perto do centro da cidade.
This term is primarily used in technical, scientific, and data analysis contexts in both Brazilian and American English-speaking communities. In Brazil, it appears frequently in academic papers, technology companies, and research institutions. The Portuguese translation 'agrupamento mais denso' is the standard technical terminology, though some tech professionals in Brazil may use the English term directly in bilingual technical discussions.
Synonyms / Sinônimos
tighter clusteringcompact groupinghigh-density clusteringconcentrated grouping
Antonyms / Antônimos
sparse clusteringloose clusteringdispersed groupinglow-density clustering

Regional Variations

General Brazilian
agrupamento mais denso
Standard technical term used in data science and scientific contexts
São Paulo
agrupamento mais denso/aglomeração mais densa
Both forms are used in academic and business settings
Portugal
agrupamento mais denso/clustering mais denso
Technical term borrowed from English in computing contexts

Related Words

cluster analysisspatial densitydata pointsconcentrationdistribution patternproximity

Related Idioms & Phrases

packed like sardines (informal equivalent for very dense clustering)
close-knit grouping
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