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sequential imputation

Scope: methodological
Papers: 1 | Mentions: 1

Local Knowledge Graph (14 entities)

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Knowledge graph centered on sequential imputation with 14 nodes and 25 connections. Top connected: Imputation of contiguous gaps and extremes of subh, Piezometer groundwater monitoring, model performance evaluation, ensemble learning, groundwater imputation.

Definition

Strategy for imputing missing data across multiple wells by following sequence based on missing data fraction percentages

Publications (1)

article

Imputation of contiguous gaps and extremes of subhourly groundwater time series using random forests

2022Journal of Machine Learning for Modeling and Computingcentral

Related Concepts (5)

model performance evaluation

framework1 shared paper

groundwater imputation

process1 shared paper

ensemble learning

framework1 shared paper

information entropy

metric1 shared paper

hydrograph extremes

phenomenon1 shared paper