Enhancing Seismic Facies Classification Using Interpretable Feature Selection and Time Series Ensemble Learning Model With Uncertainty Assessment

Seismic facies classification is crucial in reservoir evaluation and guiding oil and gas exploration and development. While machine learning and deep learning models have shown promising results in this field, they often lack interpretability, hindering the understanding of their decision-making pro...

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Veröffentlicht in:IEEE transactions on geoscience and remote sensing 2023, Vol.61, p.1-13
Hauptverfasser: Ren, Quan, Zhang, Hongbing, Zhang, Dailu, Zhao, Xiang, Yu, Xiang
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Sprache:eng
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