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A hybrid data-driven framework for diagnosing contributing factors for soil heavy metal contaminations using machine learning and spatial clustering analysis

Guoxin Huang, Xiahui Wang, Di Chen, Yipeng Wang, Shouxin Zhu, Tao Zhang, Lei Liao, Zi Tian, Nan Wei

2022Journal of Hazardous Materials63 citationsDOI

Topics & Concepts

Cluster analysisBivariate analysisRandom forestData miningNaive Bayes classifierSpatial analysisComputer scienceApportionmentEnvironmental scienceMachine learningStatisticsMathematicsSupport vector machinePolitical scienceLawHeavy metals in environmentGeochemistry and Geologic MappingMunicipal Solid Waste Management
A hybrid data-driven framework for diagnosing contributing factors for soil heavy metal contaminations using machine learning and spatial clustering analysis | Litcius