Changshui Zhang
TitleCited byYear
人工神经网络与模拟进化计算(Aritificial Nerual Network and Evolutionary Computing)
阎平凡, 张长水(Pingfan YanChangshui Zhang)
清华大学出版社(Tsinghua University Press), 2005
1256*2005
Label propagation through linear neighborhoods
F Wang, C Zhang
IEEE Transactions on Knowledge and Data Engineering 20 (1), 55-67, 2008
7602008
Frequency recognition based on canonical correlation analysis for SSVEP-based BCIs
Z Lin, C Zhang, W Wu, X Gao
IEEE Transactions on Biomedical Engineering 53 (12), 2610-2614, 2006
6802006
Learning a Mahalanobis distance metric for data clustering and classification
S Xiang, F Nie, C Zhang
Pattern Recognition 41 (12), 3600-3612, 2008
5032008
A Bayesian network approach to traffic flow forecasting
S Sun, C Zhang, G Yu
IEEE Transactions on Intelligent Transportation Systems 7 (1), 124-132, 2006
4912006
A two-step approach to hallucinating faces: global parametric model and local nonparametric model
C Liu, HY Shum, CS Zhang
Computer Vision and Pattern Recognition, 2001. CVPR 2001. Proceedings of the …, 2001
4222001
Manifold-ranking based image retrieval
J He, M Li, HJ Zhang, H Tong, C Zhang
Proceedings of the 12th annual ACM international conference on Multimedia, 9-16, 2004
4172004
Flexible manifold embedding: A framework for semi-supervised and unsupervised dimension reduction
F Nie, D Xu, IWH Tsang, C Zhang
IEEE Transactions on Image Processing 19 (7), 1921-1932, 2010
3462010
Blur detection for digital images using wavelet transform
H Tong, M Li, H Zhang, C Zhang
Multimedia and Expo, 2004. ICME'04. 2004 IEEE International Conference on 1 …, 2004
3422004
Trace Ratio Criterion for Feature Selection.
F Nie, S Xiang, Y Jia, C Zhang, S Yan
AAAI 2, 671-676, 2008
2932008
Spectral Embedded Clustering.
F Nie, D Xu, IW Tsang, C Zhang
IJCAI, 1181-1186, 2009
242*2009
Trace ratio problem revisited
Y Jia, F Nie, C Zhang
IEEE Transactions on Neural Networks 20 (4), 729-735, 2009
2302009
Semi-Supervised Clustering via Matrix Factorization.
F Wang, T Li, C Zhang
SDM, 1-12, 2008
228*2008
Robust multi-task feature learning
P Gong, J Ye, C Zhang
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
2232012
Discriminative least squares regression for multiclass classification and feature selection
S Xiang, F Nie, G Meng, C Pan, C Zhang
IEEE transactions on neural networks and learning systems 23 (11), 1738-1754, 2012
2052012
Traffic sign recognition with hinge loss trained convolutional neural networks
J Jin, K Fu, C Zhang
IEEE Transactions on Intelligent Transportation Systems 15 (5), 1991-2000, 2014
1932014
Spectral embedded clustering: A framework for in-sample and out-of-sample spectral clustering
F Nie, Z Zeng, IW Tsang, D Xu, C Zhang
IEEE Transactions on Neural Networks 22 (11), 1796-1808, 2011
1912011
A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems.
P Gong, C Zhang, Z Lu, J Huang, J Ye
ICML (2), 37-45, 2013
1902013
A unified framework for semi-supervised dimensionality reduction
Y Song, F Nie, C Zhang, S Xiang
Pattern Recognition 41 (9), 2789-2799, 2008
1882008
Semi-supervised Multi-label Learning by Solving a Sylvester Equation.
G Chen, Y Song, F Wang, C Zhang
SDM, 410-419, 2008
1882008
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Articles 1–20