Dongyun Yi

Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection

Chenping Hou, Feiping Nie, Xuelong Li et al. · IEEE Transactions on Cybernetics · 2013 · 563 citations · Full text

Multi-View Unsupervised Feature Selection with Adaptive Similarity and View Weight

Chenping Hou, Feiping Nie, Hong Tao et al. · IEEE Transactions on Knowledge and Data Engineering · 2017 · 195 citations

Image Analysis, Machine Learning, Data Science +15

Effective Discriminative Feature Selection With Nontrivial Solution

Hong Tao, Chenping Hou, Feiping Nie et al. · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 171 citations

Scalable Multi-View Semi-Supervised Classification via Adaptive Regression

Hong Tao, Chenping Hou, Feiping Nie et al. · IEEE Transactions on Image Processing · 2017 · 121 citations

Discriminative Embedded Clustering: A Framework for Grouping High-Dimensional Data

Chenping Hou, Feiping Nie, Dongyun Yi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 111 citations

Document Clustering, Joint Dimensionality Reduction, Image Analysis +13