Xinyi Zhu

A framework of active learning and semi-supervised learning for lithology identification based on improved naive Bayes

Quan Ren, Hongbing Zhang, Dailu Zhang et al. · Expert Systems with Applications · 2022 · 61 citations

Data Classification, Classification Method, Image Analysis +15

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

Xinyi Zhu, Hongbing Zhang, Quan Ren et al. · Geoenergy Science and Engineering · 2023 · 35 citations

Deep Forest, Imbalanced Lithology, Environmental Monitoring +14

Classification with noisy labels through tree-based models and semi-supervised learning: A case study of lithology identification

Xinyi Zhu, Hongbing Zhang, Rui Zhu et al. · Expert Systems with Applications · 2023 · 19 citations

Data Classification, Classification Method, Image Analysis +13

Reconstruction of Missing Well-Logs Using Facies-Informed Discrete Wavelet Transform and Time Series Regression

Quan Ren, Hongbing Zhang, Leonardo Azevedo et al. · SPE Journal · 2023 · 12 citations

Geophysics, Exploration Geophysics, Engineering +14