Yuxi Xie

Gaussian Distribution Based Oversampling for Imbalanced Data Classification

Yuxi Xie, Min Qiu, Haibo Zhang et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 128 citations

Data Classification, Instance-based Learning, Imbalanced Data +15

A deep neural network inverse solution to recover pre-crash impact data of car collisions

Qijun Chen, Yuxi Xie, Ao Yu et al. · Transportation Research Part C Emerging Technologies · 2021 · 44 citations

Convolutional Neural Network, Engineering, Machine Learning +5

Generative learning for imbalanced data using the Gaussian mixed model

Yuxi Xie, Lizhi Peng, Zhenxiang Chen et al. · Applied Soft Computing · 2019 · 33 citations

Data Classification, Gaussian Mixed Model, Engineering +11

Multiscale modeling of dislocation patterns and simulation of nanoscale plasticity in body-centered cubic (BCC) single crystals

Luwen Zhang, Yuxi Xie, Dandan Lyu et al. · Journal of the Mechanics and Physics of Solids · 2019 · 21 citations

Materials Science, Engineering, Dislocation Interaction +11

A generalized Bayesian regularization network approach on characterization of geometric defects in lattice structures for topology optimization in preliminary design of 3D printing

Yuxi Xie, Shaofan Li, C.T. Wu et al. · Computational Mechanics · 2022 · 21 citations

Geometric Modeling, Lattice Structures, Engineering +11