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An automatic identification method of imbalanced lithology based on Deep Forest and K-means SMOTE

Xinyi Zhu, Hongbing Zhang, Quan Ren, Dailu Zhang, Fanxing Zeng, Xinjie Zhu, Lingyuan Zhang

2023Geoenergy Science and Engineering45 citationsDOI

Topics & Concepts

OversamplingLithologyIdentification (biology)Computer scienceData miningArtificial neural networkFilter (signal processing)Artificial intelligenceGeologyPattern recognition (psychology)PetrologyComputer visionBandwidth (computing)Computer networkBiologyBotanyMineral Processing and GrindingAnomaly Detection Techniques and ApplicationsHydrocarbon exploration and reservoir analysis
An automatic identification method of imbalanced lithology based on Deep Forest and K-means SMOTE | Litcius