| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Kun Gai, Zhenwei Shi, Changshui Zhang |
Blind Separation of Superimposed Moving Images Using Image Statistics.  |
IEEE Trans. Pattern Anal. Mach. Intell.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Liqing Zhang, James Tin-Yau Kwok, Changshui Zhang |
A brief introduction to the special issue for ISNN2010. |
Neurocomputing |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Shiming Xiang, Gaofeng Meng, Ying Wang, Chunhong Pan, Changshui Zhang |
Image deblurring with matrix regression and gradient evolution. |
Pattern Recognition |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Feiping Nie, Shiming Xiang, Yun Liu, Chenping Hou, Changshui Zhang |
Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction. |
Pattern Recognition Letters |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Shouchun Chen, Fei Wang 0001, Yangqiu Song, Changshui Zhang |
Semi-supervised ranking aggregation. |
Inf. Process. Manage. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Chenping Hou, Feiping Nie, Fei Wang 0001, Changshui Zhang, Yi Wu |
Semisupervised Learning Using Negative Labels. |
IEEE Transactions on Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Fei Wang 0001, Bin Zhao, Changshui Zhang |
Unsupervised Large Margin Discriminative Projection. |
IEEE Transactions on Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Feiping Nie, Zinan Zeng, Ivor W. Tsang, Dong Xu, Changshui Zhang |
Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering. |
IEEE Transactions on Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shiming Xiang, Feiping Nie, Chunhong Pan, Changshui Zhang |
Regression Reformulations of LLE and LTSA With Locally Linear Transformation. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shiming Xiang, Chunhong Pan, Feiping Nie, Changshui Zhang |
Interactive Image Segmentation With Multiple Linear Reconstructions in Windows. |
IEEE Transactions on Multimedia |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jianwen Zhang, Changshui Zhang |
Multitask Bregman clustering. |
Neurocomputing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Pinghua Gong, Kun Gai, Changshui Zhang |
Efficient Euclidean projections via Piecewise Root Finding and its application in gradient projection. |
Neurocomputing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Zheng Wang, Shuicheng Yan, Changshui Zhang |
Active learning with adaptive regularization. |
Pattern Recognition |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Pinghua Gong, Changshui Zhang |
A Fast Dual Projected Newton Method for l1-Regularized Least Squares. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Tao Ban, Changshui Zhang, Shigeo Abe, Takeshi Takahashi, Youki Kadobayashi |
Mining interlacing manifolds in high dimensional spaces. |
SAC |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian Cheng, Changshui Zhang, Yi-Nan Guo |
Patterns classification of nonlinear multi-dimensional time series based on manifold learning. |
ICNC |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shaoze Lei, Jianwen Zhang, Shifeng Weng, Changshui Zhang |
Topic model with constrainted word burstiness intensities. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shiming Xiang, Feiping Nie, Changshui Zhang |
Semi-Supervised Classification via Local Spline Regression. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2010 |
DBLP DOI BibTeX RDF |
Semi-supervised classification, local spline regression, interactive image segmentation |
| 1 | Fei Wang 0001, Bin Zhao, Changshui Zhang |
Linear time maximum margin clustering. |
IEEE Transactions on Neural Networks |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shijun Wang, Changshui Zhang |
Collaborative Learning by Boosting in Distributed Environments. |
IJPRAI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Feiping Nie, Shiming Xiang, Yun Liu, Changshui Zhang |
A general graph-based semi-supervised learning with novel class discovery. |
Neural Computing and Applications |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Feiping Nie, Dong Xu, Ivor Wai-Hung Tsang, Changshui Zhang |
Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction. |
IEEE Transactions on Image Processing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shiming Xiang, Chunhong Pan, Feiping Nie, Changshui Zhang |
TurboPixel Segmentation Using Eigen-Images. |
IEEE Transactions on Image Processing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Changshui Zhang, Feiping Nie, Shiming Xiang |
A general kernelization framework for learning algorithms based on kernel PCA. |
Neurocomputing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Changshui Zhang, Qutang Cai, Yangqiu Song |
Boosting with pairwise constraints. |
Neurocomputing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Dan Zhang, Fei Wang 0001, Zhenwei Shi, Changshui Zhang |
Interactive localized content based image retrieval with multiple-instance active learning. |
Pattern Recognition |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Changshui Zhang, Fei Wang 0001 |
A multilevel approach for learning from labeled and unlabeled data on graphs. |
Pattern Recognition |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Chenping Hou, Changshui Zhang, Yi Wu, Feiping Nie |
Multiple view semi-supervised dimensionality reduction. |
Pattern Recognition |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhiyao Duan, Bryan Pardo, Changshui Zhang |
Multiple Fundamental Frequency Estimation by Modeling Spectral Peaks and Non-Peak Regions. |
IEEE Transactions on Audio, Speech & Language Processing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Zheng Wang, Yangqiu Song, Changshui Zhang |
Homotopy Regularization for Boosting. |
ICDM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Zheng Wang, Jiashi Feng, Changshui Zhang, Shuicheng Yan |
Learning to rank tags. |
CIVR |
2010 |
DBLP DOI BibTeX RDF |
learning to rank tags, active learning, semi-supervised learning |
| 1 | Jiawei Lv, Jianwen Zhang, Fei Wang 0001, Zheng Wang, Changshui Zhang |
Compressed Learning with Regular Concept. |
ALT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Kun Gai, Changshui Zhang |
Learning Discriminative Piecewise Linear Models with Boundary Points. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Shuo Chen, Jianwen Zhang, Guangyun Chen, Changshui Zhang |
What if the Irresponsible Teachers Are Dominating? |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jianwen Zhang, Changshui Zhang |
Multitask Bregman Clustering. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Kun Gai, Guangyun Chen, Changshui Zhang |
Learning Kernels with Radiuses of Minimum Enclosing Balls. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jianwen Zhang, Yangqiu Song, Changshui Zhang, Shixia Liu |
Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora. |
KDD |
2010 |
DBLP DOI BibTeX RDF |
bayesian nonparametric methods, multiple correlated time-varying corpora, clustering, mixture models, dirichlet processes |
| 1 | Fei Wang 0001, Changshui Zhang, Tao Li |
Clustering with Local and Global Regularization. |
IEEE Trans. Knowl. Data Eng. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang |
Nonlinear Dimensionality Reduction with Local Spline Embedding. |
IEEE Trans. Knowl. Data Eng. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jingdong Wang, Fei Wang 0001, Changshui Zhang, Helen C. Shen, Long Quan |
Linear Neighborhood Propagation and Its Applications. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Gang Chen, Fei Wang 0001, Changshui Zhang |
Collaborative filtering using orthogonal nonnegative matrix tri-factorization. |
Inf. Process. Manage. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Bin Zhao, Fei Wang 0001, Changshui Zhang |
Block-Quantized Support Vector Ordinal Regression. |
IEEE Transactions on Neural Networks |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yangqing Jia, Feiping Nie, Changshui Zhang |
Trace Ratio Problem Revisited. |
IEEE Transactions on Neural Networks |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang |
Embedding new data points for manifold learning via coordinate propagation. |
Knowl. Inf. Syst. |
2009 |
DBLP DOI BibTeX RDF |
Out-of-sample, Coordinate propagation, Tangent space projection, Smooth spline, Quadratic programming, Manifold learning |
| 1 | Shiming Xiang, Feiping Nie, Chunxia Zhang, Changshui Zhang |
Interactive Natural Image Segmentation via Spline Regression. |
IEEE Transactions on Image Processing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Qutang Cai, Changshui Zhang, Chunyi Peng |
Analysis of classification margin for classification accuracy with applications. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Changshui Zhang, Feiping Nie, Shiming Xiang, Chenping Hou |
Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two Interpretations. |
Neural Processing Letters |
2009 |
DBLP DOI BibTeX RDF |
Soft label soft constraint, Classification, Random walks, Transductive learning, Label propagation |
| 1 | Chenping Hou, Changshui Zhang, Yi Wu, Yuanyuan Jiao |
Stable local dimensionality reduction approaches. |
Pattern Recognition |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhenwei Shi, Changshui Zhang |
Fast nonlinear autocorrelation algorithm for source separation. |
Pattern Recognition |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Fei Wang 0001, Xin Wang 0013, Daoqiang Zhang, Changshui Zhang, Tao Li |
marginFace: A novel face recognition method by average neighborhood margin maximization. |
Pattern Recognition |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yangqing Jia, Changshui Zhang |
Front-view vehicle detection by Markov chain Monte Carlo method. |
Pattern Recognition |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang |
Extracting the optimal dimensionality for local tensor discriminant analysis. |
Pattern Recognition |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang |
Semi-supervised orthogonal discriminant analysis via label propagation. |
Pattern Recognition |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Tao Ban, Changshui Zhang, Shigeo Abe |
A new approach to discover interlacing data structures in high-dimensional space. |
J. Intell. Inf. Syst. |
2009 |
DBLP DOI BibTeX RDF |
Interlacing data structures, Real world dataset, High-dimensional space |
| 1 | Yangqiu Song, Changshui Zhang, Jianguo Lee, Fei Wang 0001, Shiming Xiang, Dan Zhang |
Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images. |
Pattern Anal. Appl. |
2009 |
DBLP DOI BibTeX RDF |
Brain tumor segmentation, Semi-automated segmentation, Gaussian random field (GRF), Gaussian process (GP), Magnetic resonance imaging (MRI) |
| 1 | Bin Zhao, James Tin-Yau Kwok, Changshui Zhang |
Maximum Margin Clustering with Multivariate Loss Function. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Guangyun Chen, Gang Chen, Jianwen Zhang, Shuo Chen, Changshui Zhang |
Beyond Banditron: A Conservative and Efficient Reduction for Online Multiclass Prediction with Bandit Setting Model. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shuo Chen, Bin Liu 0015, Mingjie Qian, Changshui Zhang |
Kernel K-means Based Framework for Aggregate Outputs Classification. |
ICDM Workshops |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Bin Zhao, Changshui Zhang |
Compressed Spectral Clustering. |
ICDM Workshops |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Bin Liu 0015, Shuo Chen, Mingjie Qian, Changshui Zhang |
Sparse Norm-Regularized Reconstructive Coefficients Learning. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Mingjie Qian, Feiping Nie, Changshui Zhang |
Probabilistic Labeled Semi-supervised SVM. |
ICDM Workshops |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shuo Chen, Changshui Zhang |
Selecting Informative Universum Sample for Semi-Supervised Learning. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Zheng Wang, Yangqiu Song, Changshui Zhang |
Knowledge Transfer on Hybrid Graph. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Yangqing Jia, Shuicheng Yan, Changshui Zhang |
Semi-Supervised Classification on Evolutionary Data. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Jianwen Zhang, Yangqiu Song, Gang Chen, Changshui Zhang |
On-line Evolutionary Exponential Family Mixture. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Feiping Nie, Dong Xu, Ivor W. Tsang, Changshui Zhang |
Spectral Embedded Clustering. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Bin Zhao, James T. Kwok, Changshui Zhang |
Multiple Kernel Clustering. |
SDM |
2009 |
DBLP BibTeX RDF |
|
| 1 | Bin Zhao, James Tin-Yau Kwok, Fei Wang 0001, Changshui Zhang |
Unsupervised Maximum Margin Feature Selection with manifold regularization. |
CVPR |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Kun Gai, Zhenwei Shi, Changshui Zhang |
Blind separation of superimposed images with unknown motions. |
CVPR |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Gang Chen, Jianwen Zhang, Fei Wang 0001, Changshui Zhang, Yuli Gao |
Efficient multi-label classification with hypergraph regularization. |
CVPR |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shijun Wang, Ronald M. Summers, Changshui Zhang |
A fast mean-field method for large-scale high-dimensional data and its application in colonic polyp detection at CT colonography. |
IJCNN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shuo Chen, Bin Liu 0015, Mingjie Qian, Changshui Zhang |
Instance- and bag-level manifold regularization for aggregate outputs classification. |
CIKM |
2009 |
DBLP DOI BibTeX RDF |
aggregate outputs classification, manifold regularization |
| 1 | Mingjie Qian, Feiping Nie, Changshui Zhang |
Efficient multi-class unlabeled constrained semi-supervised SVM. |
CIKM |
2009 |
DBLP DOI BibTeX RDF |
dual coordinate descent method, multi-class categorization, multi-class laplacian svm, multi-class svm, multi-class ucsvm, semi-supervised learning |
| 1 | Qu-Tang Cai, Chun-Yi Peng, Chang-Shui Zhang |
A weighted subspace approach for improving bagging performance. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Qu-Tang Cai, Yang-Qui Song, Chang-Shui Zhang |
Cost-sensitive boosting algorithms as gradient descent. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Fei Wang 0001, Changshui Zhang |
Label Propagation through Linear Neighborhoods. |
IEEE Trans. Knowl. Data Eng. |
2008 |
DBLP DOI BibTeX RDF |
Data mining, Machine learning, Mining methods and algorithms, Graph labeling |
| 1 | Fei Wang 0001, Changshui Zhang |
Semisupervised Learning Based on Generalized Point Charge Models. |
IEEE Transactions on Neural Networks |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Yangqiu Song, Changshui Zhang |
Content-Based Information Fusion for Semi-Supervised Music Genre Classification. |
IEEE Transactions on Multimedia |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhenwei Shi, Dan Zhang, Changshui Zhang |
MACBSE: Extracting signals with linear autocorrelations. |
Neurocomputing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang |
Contour graph based human tracking and action sequence recognition. |
Pattern Recognition |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Shiming Xiang, Feiping Nie, Changshui Zhang |
Learning a Mahalanobis distance metric for data clustering and classification. |
Pattern Recognition |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Yangqiu Song, Feiping Nie, Changshui Zhang, Shiming Xiang |
A unified framework for semi-supervised dimensionality reduction. |
Pattern Recognition |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Shiliang Sun, Changshui Zhang, Yue Lu |
The random electrode selection ensemble for EEG signal classification. |
Pattern Recognition |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Yangqiu Song, Feiping Nie, Changshui Zhang |
Semi-supervised sub-manifold discriminant analysis. |
Pattern Recognition Letters |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhiyao Duan, Yungang Zhang, Changshui Zhang, Zhenwei Shi |
Unsupervised Single-Channel Music Source Separation by Average Harmonic Structure Modeling. |
IEEE Transactions on Audio, Speech & Language Processing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Zheng Wang, Yangqiu Song, Changshui Zhang |
Transferred Dimensionality Reduction. |
ECML/PKDD |
2008 |
DBLP DOI BibTeX RDF |
Clustering, Dimensionality Reduction, Transfer Learning |
| 1 | Yangqing Jia, Zheng Wang, Changshui Zhang |
Distortion-Free Nonlinear Dimensionality Reduction. |
ECML/PKDD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhiyao Duan, Lie Lu, Changshui Zhang |
Collective Annotation of Music from Multiple Semantic Categories. |
ISMIR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Bin Zhao, Fei Wang 0001, Changshui Zhang, Yangqiu Song |
Active model selection for Graph-Based Semi-Supervised Learning. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jingyu Cui, Changshui Zhang |
Towards optimal query design for relevance feedback in image retrieval. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Bin Zhao, Fei Wang 0001, Changshui Zhang |
Maximum Margin Embedding. |
ICDM |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Yalin Zheng, Guang Yang 0002, Changshui Zhang, Jing Zheng, Yunpeng Xu |
Equivalence Knowledge Mass and Approximate Reasoning in -Logic (I). |
ICIC |
2008 |
DBLP DOI BibTeX RDF |
Knowledge Cumularspharolith, Formulae Cumularspharolith, Approximate Knowledge Closure of Knowledge Base, Pseudo-distance, automatic Reasoning System, completeness |
| 1 | Fei Wang 0001, Tao Li, Changshui Zhang |
Semi-Supervised Clustering via Matrix Factorization. |
SDM |
2008 |
DBLP BibTeX RDF |
|
| 1 | Gang Chen, Yangqiu Song, Fei Wang 0001, Changshui Zhang |
Semi-supervised Multi-label Learning by Solving a Sylvester Equation. |
SDM |
2008 |
DBLP BibTeX RDF |
|
| 1 | Bin Zhao, Fei Wang 0001, Changshui Zhang |
Efficient Maximum Margin Clustering via Cutting Plane Algorithm. |
SDM |
2008 |
DBLP BibTeX RDF |
|
| 1 | Dan Zhang, Jingdong Wang, Fei Wang 0001, Changshui Zhang |
Semi-Supervised Classification with Universum. |
SDM |
2008 |
DBLP BibTeX RDF |
|
| 1 | Yangqing Jia, Changshui Zhang |
Local Regularized Least-Square Dimensionality Reduction. |
ICPR |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Shijun Wang, Changshui Zhang |
Collaborative learning by boosting in distributed environments. |
ICPR |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Yangqing Jia, Changshui Zhang |
Learning distance metric for semi-supervised image segmentation. |
ICIP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Dan Zhang, Fei Wang 0001, Zhenwei Shi, Changshui Zhang |
Localized content based image retrieval by multiple instance active learning. |
ICIP |
2008 |
DBLP DOI BibTeX RDF |
|
![[Valid RSS]](Pics/valid-rss.png "Validate my RSS feed")