ISA Transactions · 2019 · 94 citations · 24 references
ComputingEnvironmental EngineeringEnvironmental SciencesFeature EngineeringMachine LearningSensor FusionAir PollutantsAir Pollution ModelingAir QualityEnsemble LearningFeature SelectionFeature-level FusionAir Pollution ForecastingAir Quality ModelingFeature Selection For ForecastingFeature Selection For FusionFeature-based ForecastingHybrid Feature SelectionModel Fusion
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Greedy function approximation: A gradient boosting machine.
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LightGBM: A Highly Efficient Gradient Boosting Decision Tree
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arXiv (Cornell University) · 2016 · 7.1K citations · Full text