Liping Zhu

The linear random forest algorithm and its advantages in machine learning assisted logging regression modeling

Yile Ao, Hongqi Li, Liping Zhu et al. · Journal of Petroleum Science and Engineering · 2018 · 302 citations

Engineering, Machine Learning, Data Science +14

Identifying channel sand-body from multiple seismic attributes with an improved random forest algorithm

Yile Ao, Hongqi Li, Liping Zhu et al. · Journal of Petroleum Science and Engineering · 2018 · 59 citations

Geotechnical Engineering, Multiple Seismic Attributes, Ground Motion +12

Intelligent Logging Lithological Interpretation With Convolution Neural Networks

Liping Zhu, Hongqu Li, Zhongguo Yang et al. · Petrophysics – The SPWLA Journal of Formation Evaluation and Reservoir Description · 2018 · 53 citations

Convolutional Neural Network, Image Classification, Machine Vision +8

Logging Lithology Discrimination in the Prototype Similarity Space With Random Forest

Yile Ao, Hongqi Li, Liping Zhu et al. · IEEE Geoscience and Remote Sensing Letters · 2018 · 50 citations

Engineering, Machine Learning, Forest Biometrics +25

Dyadic relational graph convolutional networks for skeleton-based human interaction recognition

Liping Zhu, Bohua Wan, Chengyang Li et al. · Pattern Recognition · 2021 · 48 citations

Geometric Learning, Graph Neural Network, Image Analysis +12