Yunxin Xie

Evaluation of machine learning methods for formation lithology identification: A comparison of tuning processes and model performances

Yunxin Xie, Chenyang Zhu, Wen Zhou et al. · Journal of Petroleum Science and Engineering · 2017 · 314 citations

Formation Lithology Identification, Data Classification, Classification Method +11

A Coarse-to-Fine Approach for Intelligent Logging Lithology Identification with Extremely Randomized Trees

Yunxin Xie, Chenyang Zhu, Runshan Hu et al. · Mathematical Geosciences · 2020 · 45 citations · Full text

Anomaly Detection, Machine Learning, Engineering +26

Multiview latent space learning with progressively fine-tuned deep features for unsupervised domain adaptation

Chenyang Zhu, Qian Wang, Yunxin Xie et al. · Information Sciences · 2024 · 39 citations · Full text

Engineering, Machine Learning, Data Science +8

Towards Optimization of Boosting Models for Formation Lithology Identification

Yunxin Xie, Chenyang Zhu, Yue Lu et al. · Mathematical Problems in Engineering · 2019 · 23 citations · Full text

Search Optimization, Boosting Approaches, Engineering +21

Evaluation of Machine Learning Approaches for Android Energy Bugs Detection With Revision Commits

Chenyang Zhu, Zhengwei Zhu, Yunxin Xie et al. · IEEE Access · 2019 · 15 citations · Full text

Software Maintenance, Engineering, Machine Learning +22