Xianping Du

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Machine Learning Models

Text Categorisation

Top Venues

Adv. Eng. Softw.

Comput. Aided Des.

Eng. Appl. Artif. Intell.

Publications

Yi Xiao, Mengjie Jin, Guanqiu Qi, Wenming Shi, Kevin X. Li, Xianping Du
Interpreting the influential factors in ship detention using a novel random forest algorithm considering dataset imbalance and uncertainty. Eng. Appl. Artif. Intell. 133 (2024)
Jiyuan Lv, Zhonghao Bai, Xianping Du, Feng Zhu, Clifford C. Chou, Binhui Jiang, Shiwei Xu
Crashworthiness design of 3D lattice-structure filled thin-walled tubes based on data mining. CoRR (2021)
Xianping Du, Hongyi Xu, Feng Zhu
Understanding the Effect of Hyperparameter Optimization on Machine Learning Models for Structure Design Problems. Comput. Aided Des. 135 (2021)
Xianping Du, Binhui Jiang, Feng Zhu
A new method for vehicle system safety design based on data mining with uncertainty modeling. CoRR (2021)
Xianping Du, Hongyi Xu, Feng Zhu
Understanding the effect of hyperparameter optimization on machine learning models for structure design problems. CoRR (2020)
Xianping Du, Feng Zhu
A novel principal components analysis (PCA) method for energy absorbing structural design enhanced by data mining. Adv. Eng. Softw. 127 (2019)
Xianping Du, Feng Zhu
A new data-driven design methodology for mechanical systems with high dimensional design variables. Adv. Eng. Softw. 117 (2018)
Yi Peng, Xianping Du, Lihua Huang, Jinsong Li, Ruisen Zhan, Weiguo Wang, Biaoxiang Xu, Song Wu, Cheng Peng, Shijie Chen
Optimizing bone cement stiffness for vertebroplasty through biomechanical effects analysis based on patient-specific three-dimensional finite element modeling. Medical Biol. Eng. Comput. 56 (11) (2018)