1 code implementation • IEEE Transactions on Knowledge and Data Engineering 2023 • PDF Han Chen, Hanchen Wang, Hongmei Chen, Ying Zhang, Wenjie Zhang, Xuemin Lin
The interactions between structured entities play important roles in a wide range of applications such as chemistry, material science, biology, and medical science.
no code implementations • 14 Dec 2021 • Weiyi Li, Hongmei Chen, Tianrui Li, Jihong Wan, Binbin Sang
In this study, an unsupervised feature selection is proposed by integrating the framework of self-paced learning and subspace learning.
no code implementations • 8 Oct 2017 • Zeng Yu, Tianrui Li, Ning Yu, Yi Pan, Hongmei Chen, Bing Liu
We believe that minimizing the reconstruction error of the hidden representation is more robust than minimizing the Frobenius norm of the Jacobian matrix of the hidden representation.