439 citations · 1.2k across the 8 of their papers we have counts for
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stat.ML2020★ 197 cited
A Hybrid Two-layer Feature Selection Method Using GeneticAlgorithm and Elastic Net
Fatemeh Amini, Guiping Hu
Feature selection, as a critical pre-processing step for machine learning, aims at determining representative predictors from a high-dimensional feature space dataset to improve th…
stat.ML2019★ 10 cited
Optimizing Ensemble Weights and Hyperparameters of Machine Learning Models for Regression Problems
Mohsen Shahhosseini, Guiping Hu, Hieu Pham
Aggregating multiple learners through an ensemble of models aim to make better predictions by capturing the underlying distribution of the data more accurately. Different ensemblin…