Litcius/Paper detail

A novel hybrid method of lithology identification based on k-means++ algorithm and fuzzy decision tree

Quan Ren, Hongbing zhang, Dailu Zhang, Xiang Zhao, Lizhi Yan, Jianwen Rui

2021Journal of Petroleum Science and Engineering77 citationsDOI

Topics & Concepts

LithologyData miningComputer scienceDecision treeAlgorithmCluster analysisWell loggingGeologyArtificial intelligenceMachine learningGeophysicsPetrologyHydrocarbon exploration and reservoir analysisGeochemistry and Geologic MappingMineral Processing and Grinding