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Chenping Hou
Observed names:
Chenping 臣平 Hou 侯,
Hou Chenping,
Hou, Chenping
Institutions:
National University of Defense Technology,
Hunan Normal University
Observed institutions:
National University of Defense Technology,
Hunan Normal University,
State Key Laboratory of Intelligent Technology and Systems,
Tsinghua University
ORCID:
0000-0002-9335-0469
Observed ORCID:
0000-0002-9335-0469
OpenAlex ID:
A5091529433
Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection
2013
·
Chenping Hou
, Feiping Nie
, et al.
·
IEEE Transactions on Cybernetics
·
548
Multi-View Unsupervised Feature Selection with Adaptive Similarity and View Weight
2017
·
Chenping Hou
, Feiping Nie
, et al.
·
IEEE Transactions on Knowledge and Data Engineering
·
197
Effective Discriminative Feature Selection With Nontrivial Solution
2015
·
Hong Tao
, Chenping Hou
, et al.
·
IEEE Transactions on Neural Networks and Learning Systems
·
176
PDF
Feature Selection via Joint Embedding Learning and Sparse Regression
2011
·
Chenping Hou
, Feiping Nie
, et al.
·
160
Scalable Multi-View Semi-Supervised Classification via Adaptive Regression
2017
·
Hong Tao
, Chenping Hou
, et al.
·
IEEE Transactions on Image Processing
·
135
Multiple view semi-supervised dimensionality reduction
2009
·
Chenping Hou
, Changshui Zhang
, et al.
·
Pattern Recognition
·
112
One-Pass Learning with Incremental and Decremental Features
2017
·
Chenping Hou
, Zhi-Hua Zhou
·
IEEE Transactions on Pattern Analysis and Machine Intelligence
·
111
PDF
Discriminative Embedded Clustering: A Framework for Grouping High-Dimensional Data
2014
·
Chenping Hou
, Feiping Nie
, et al.
·
IEEE Transactions on Neural Networks and Learning Systems
·
109
Multiple rank multi-linear SVM for matrix data classification
2013
·
Chenping Hou
, Feiping Nie
, et al.
·
Pattern Recognition
·
75
Stable local dimensionality reduction approaches
2008
·
Chenping Hou
, Changshui Zhang
, et al.
·
Pattern Recognition
·
75
Deep Learning for Visual Speech Analysis: A Survey
2024
·
Changchong Sheng
, Gangyao Kuang
, et al.
·
IEEE Transactions on Pattern Analysis and Machine Intelligence
·
73
PDF
Multiview Classification With Cohesion and Diversity
2018
·
Hong Tao
, Chenping Hou
, et al.
·
IEEE Transactions on Cybernetics
·
71
Latent Complete Row Space Recovery for Multi-View Subspace Clustering
2020
·
Hong Tao
, Chenping Hou
, et al.
·
IEEE Transactions on Image Processing
·
69
PDF
Unsupervised Single and Multiple Views Feature Extraction with Structured Graph
2017
·
Wenzhang Zhuge
, Feiping Nie
, et al.
·
IEEE Transactions on Knowledge and Data Engineering
·
63
Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction
2011
·
Feiping Nie
, Shiming Xiang
, et al.
·
Pattern Recognition Letters
·
63
Joint Embedding Learning and Low-Rank Approximation: A Framework for Incomplete Multiview Learning
2019
·
Hong Tao
, Chenping Hou
, et al.
·
IEEE Transactions on Cybernetics
·
60
PDF
Simultaneous Representation Learning and Clustering for Incomplete Multi-view Data
2019
·
Wenzhang Zhuge
, Chenping Hou
, et al.
·
International Joint Conference on Artificial Intelligence
·
59
PDF
SS-TBN: A Semi-Supervised Tri-Branch Network for COVID-19 Screening and Lesion Segmentation
2023
·
Ling-Li Zeng
, Kai Gao
, et al.
·
IEEE Transactions on Pattern Analysis and Machine Intelligence
·
58
Functional Parcellation of Human Brain Precuneus Using Density-Based Clustering
2019
·
Zhiguo Luo
, Ling-Li Zeng
, et al.
·
Cerebral Cortex
·
58
Efficient Image Classification via Multiple Rank Regression
2012
·
Chenping Hou
, Feiping Nie
, et al.
·
IEEE Transactions on Image Processing
·
54
Dimension Reduction for Non-Gaussian Data by Adaptive Discriminative Analysis
2018
·
Tingjin Luo
, Chenping Hou
, et al.
·
IEEE Transactions on Cybernetics
·
46
Reliable Multi-View Clustering
2018
·
Hong Tao
, Chenping Hou
, et al.
·
Proceedings of the AAAI Conference on Artificial Intelligence
·
45
2D Feature Selection by Sparse Matrix Regression
2017
·
Chenping Hou
, Yuanyuan Jiao
, et al.
·
IEEE Transactions on Image Processing
·
45
Multi-view subspace learning via bidirectional sparsity
2020
·
Ruidong Fan
, Tingjin Luo
, et al.
·
Pattern Recognition
·
43
Safe Classification with Augmented Features
2018
·
Chenping Hou
, Ling-Li Zeng
, et al.
·
IEEE Transactions on Pattern Analysis and Machine Intelligence
·
42
PDF
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Works count:
161
Citation count:
3,721
H-index:
30
I10-index:
71
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