Zhao Zhang

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Robust Adaptive Low-Rank and Sparse Embedding for Feature Representation.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Robust Discriminative Projective Dictionary Pair Learning by Adaptive Representations.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Robust Projective Low-Rank and Sparse Representation by Robust Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

A Joint Generative Model for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Robust Neighborhood Preserving Projection by Nuclear/L2, 1-Norm Regularization for Image Feature Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Structured Latent Label Consistent Dictionary Learning for Salient Machine Faults Representation-Based Robust Classification.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2017

Discriminative sparse flexible manifold embedding with novel graph for robust visual representation and label propagation.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Decision pyramid classifier for face recognition under complex variations using single sample per person.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Spectral clustering based on similarity and dissimilarity criterion.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2017

Robust Alternating Low-Rank Representation by joint Lp- and L2, p-norm minimization.

[BibT_eX]

[DOI]

Neural Networks, 2017

Discriminative clustering on manifold for adaptive transductive classification.

[BibT_eX]

[DOI]

Neural Networks, 2017

Projective label propagation by label embedding: A deep label prediction framework for representation and classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Robust image recognition by L1-norm twin-projection support vector machine.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Graph based semi-supervised classification via capped l2, 1-norm regularized dictionary learning.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Subspace Clustering via Adaptive Low-Rank Model.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Iterative Local Hyperlinear Learning Based Relief for Feature Weight Estimation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Robust Projective Dictionary Learning by Joint Label Embedding and Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

2016

Sparse Codes Auto-Extractor for Classification: A Joint Embedding and Dictionary Learning Framework for Representation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Can the Virtual Labels Obtained by Traditional LP Approaches Be Well Encoded in WLR?

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Joint Low-Rank and Sparse Principal Feature Coding for Enhanced Robust Representation and Visual Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Joint Label Consistent Dictionary Learning and Adaptive Label Prediction for Semisupervised Machine Fault Classification.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2016

Discriminative Sparse Coding by Nuclear Norm-Driven Semi-Supervised Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Transductive Classification by Robust Linear Neighborhood Propagation.

[BibT_eX]

[DOI]

Lei Jia

Weiming Jiang

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Latent label consistent K-SVD for joint machine faults representation and classification.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Joint lp- and l2, p-norm minimization for subspace clustering with outlier pursuit.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Joint lp- and l2, p-norm minimization for subspace clustering with outlier pursuit.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Joint nuclear-norm nonlinear Manifold Learning and robust Classification by linear embedding.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Robust L1-norm matrixed locality preserving projection for discriminative subspace learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Sparse Auto-encoder with Smoothed l_1 Regularization.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Hidden Space Neighbourhood Component Analysis for Cancer Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Robust Soft Semi-supervised Discriminant Projection for Feature Learning.

[BibT_eX]

[DOI]

Xiaoyu Wang

Yan Zhang

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Two-Dimensional Soft Linear Discriminant Projection for Robust Image Feature Extraction and Recognition.

[BibT_eX]

[DOI]

Yu Tang

Weiming Jiang

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Semi-supervised Classification by Nuclear-Norm Based Transductive Label Propagation.

[BibT_eX]

[DOI]

Lei Jia

Yan Zhang

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Nuclear-norm regularized neighborhood preserving projection.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Adaptive Neighborhood Propagation by Joint L2, 1-Norm Regularized Sparse Coding for Representation and Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Graph Based Constrained Semi-Supervised Learning Framework via Label Propagation over Adaptive Neighborhood.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

A Sparse Projection and Low-Rank Recovery Framework for Handwriting Representation and Salient Stroke Feature Extraction.

[BibT_eX]

[DOI]

Cheng-Lin Liu

ACM Trans. Intell. Syst. Technol., 2015

Bilinear Embedding Label Propagation: Towards Scalable Prediction of Image Labels.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

Automatic image annotation via compact graph based semi-supervised learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Bilinear low-rank coding framework and extension for robust image recovery and feature representation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Learning from normalized local and global discriminative information for semi-supervised regression and dimensionality reduction.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Simple yet effective color principal and discriminant feature extraction for representing and recognizing color images.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Semi-Supervised Image Classification by Nonnegative Sparse Neighborhood Propagation.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Semi-supervised label consistent dictionary learning for machine fault classification.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

A fast approximation algorithm for 1-norm SVM with squared loss.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

L1-Norm Driven Semi-supervised Local Discriminant Projection for Robust Image Representation.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Projective Label Propagation by Label Embedding.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2015

2014

A general soft label based Linear Discriminant Analysis for semi-supervised dimensionality reduction.

[BibT_eX]

[DOI]

Neural Networks, 2014

Similarity preserving low-rank representation for enhanced data representation and effective subspace learning.

[BibT_eX]

[DOI]

Shuicheng Yan

Neural Networks, 2014

Fault diagnosis of rolling element bearings via discriminative subspace learning: Visualization and classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

Soft label based Linear Discriminant Analysis for image recognition and retrieval.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2014

Label propagation and soft-similarity measure for graph based Constrained Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Robust bilinear matrix recovery by Tensor Low-Rank Representation.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Transformed Neighborhood Propagation.

[BibT_eX]

[DOI]

Fanzhang Li

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Binary- and Multi-class Group Sparse Canonical Correlation Analysis for Feature Extraction and Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Trace Ratio Optimization-Based Semi-Supervised Nonlinear Dimensionality Reduction for Marginal Manifold Visualization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Pairwise Sparsity Preserving Embedding for Unsupervised Subspace Learning and Classification.

[BibT_eX]

[DOI]

Shuicheng Yan

Mingbo Zhao

IEEE Trans. Image Process., 2013

M-Isomap: Orthogonal Constrained Marginal Isomap for Nonlinear Dimensionality Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Semisupervised Multimodal Dimensionality Reduction.

[BibT_eX]

[DOI]

Ning Ye

Comput. Intell., 2013

A soft label based linear discriminant analysis for semi-supervised dimensionality reduction.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

A soft label based linear discriminant analysis for semi-supervised dimensionality reduction.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Learning from local and global discriminative information for semi-supervised dimensionality reduction.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Learning from local and global discriminative information for semi-supervised dimensionality reduction.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

ColorPCA: Color principal feature extraction technique for color image reconstruction and recognition.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Robust image representation and decomposition by Laplacian regularized latent low-rank representation.

[BibT_eX]

[DOI]

Shuicheng Yan

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Handwriting representation and recognition through a sparse projection and low-rank recovery framework.

[BibT_eX]

[DOI]

Cheng-Lin Liu

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

Random walk-based fuzzy linear discriminant analysis for dimensionality reduction.

[BibT_eX]

[DOI]

Soft Comput., 2012

Trace ratio criterion based generalized discriminative learning for semi-supervised dimensionality reduction.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Constrained large Margin Local Projection algorithms and extensions for multimodal dimensionality reduction.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Marginal semi-supervised sub-manifold projections with informative constraints for dimensionality reduction and recognition.

[BibT_eX]

[DOI]

Neural Networks, 2012

Robust linearly optimized discriminant analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Maximum Margin Multisurface Support Tensor Machines with application to image classification and segmentation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

On the theoretical and computational analysis between Trace Ratio LDA and null-space LDA.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Extracting the informative constraints for semi-supervised marginal projections in multimodal dimensionality reduction.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

On the Theoretical and Computational Analysis between SDA and Lap-LDA.

[BibT_eX]

[DOI]

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

2011

Tensor Locally Linear Discriminative Analysis.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2011

ITR-Score algorithm: An efficient Trace ratio criterion based algorithm for supervised dimensionality reduction.

[BibT_eX]

[DOI]