temporal decomposition
[ˈtɛmpərəl ˌdiːkɑːmˈpoʊzɪʃən]
nounfemininepl: decomposições temporais
decomposição temporal
1. The process of breaking down a time-dependent signal, system, or data into simpler component parts or layers that vary over time
Temporal decomposition of the stock market data revealed seasonal patterns and long-term trends.
A decomposição temporal dos dados do mercado de ações revelou padrões sazonais e tendências de longo prazo.
2. In mathematics and signal processing, the separation of a time-series into distinct components such as trend, seasonality, and residual elements
The temporal decomposition method helped identify the underlying structure of the economic indicators.
O método de decomposição temporal ajudou a identificar a estrutura subjacente dos indicadores econômicos.
3. In artificial intelligence and machine learning, the analysis of sequential data by dividing it into meaningful temporal segments or features
Temporal decomposition is essential for understanding complex time-series forecasting models.
A decomposição temporal é essencial para compreender modelos complexos de previsão de séries temporais.
This is a technical term primarily used in academic, scientific, and business analytics contexts in both Brazil and English-speaking countries. It is particularly prevalent in finance, meteorology, economics, and machine learning communities. The term maintains consistent meaning across both Portuguese and English technical vocabularies.
Related Idioms & Phrases
break down into temporal components
separate signal from noise
uncover hidden patterns over time
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