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   Articles with "ensemble regression" as a keyword



Ensemble regression method for predicting the dependence of electrical resistance on the elongation of polymer composite materials

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recommendations! Published in 2024 at "Polymer Composites"

DOI: 10.1002/pc.28355

Abstract: Composite materials are actively used as protection against electromagnetic fields, as conductors and to remove excess heat from microcircuits and boards. Such products are often subjected to mechanical stress during operation, and stretched polymer‐film composite… read more here.

Keywords: ensemble regression; electrical conductivity; mechanical stress; regression method ... See more keywords

paraFaceTest: an ensemble of regression tree-based facial features extraction for efficient facial paralysis classification

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recommendations! Published in 2019 at "BMC Medical Imaging"

DOI: 10.1186/s12880-019-0330-8

Abstract: BackgroundFacial paralysis (FP) is a neuromotor dysfunction that losses voluntary muscles movement in one side of the human face. As the face is the basic means of social interactions and emotional expressions among humans, individuals… read more here.

Keywords: classification; regression; facial paralysis; tree ... See more keywords

RRMSE-enhanced weighted voting regressor for improved ensemble regression

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recommendations! Published in 2025 at "PLOS One"

DOI: 10.1371/journal.pone.0319515

Abstract: Ensemble regression methods are widely used to improve prediction accuracy by combining multiple regression models, especially when dealing with continuous numerical targets. However, most ensemble voting regressors use equal weights for each base model’s predictions,… read more here.

Keywords: ensemble regression; regression; rrmse; voting regressor ... See more keywords

CSER: a gene regulatory network construction method based on causal strength and ensemble regression

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recommendations! Published in 2024 at "Frontiers in Genetics"

DOI: 10.3389/fgene.2024.1481787

Abstract: Introduction Gene regulatory networks (GRNs) reveal the intricate interactions between and among genes, and understanding these interactions is essential for revealing the molecular mechanisms of cancer. However, existing algorithms for constructing GRNs may confuse regulatory… read more here.

Keywords: ensemble regression; based causal; regression; network ... See more keywords