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Multiview Consensus Graph Clustering

IEEE transactions on image processing, 2019-03, Vol.28 (3), p.1261-1270

2019

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Detecting Coherent Groups in Crowd Scenes by Multiview Clustering

IEEE transactions on pattern analysis and machine intelligence, 2020-01, Vol.42 (1), p.46-58

2020

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Auto-Weighted Multi-View Learning for Image Clustering and Semi-Supervised Classification

IEEE transactions on image processing, 2018-03, Vol.27 (3), p.1501-1511

2018

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Revisiting Co-Saliency Detection: A Novel Approach Based on Two-Stage Multi-View Spectral Rotation Co-clustering

IEEE transactions on image processing, 2017-07, Vol.26 (7), p.3196-3209

2017

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Robust Object Co-Segmentation Using Background Prior

IEEE transactions on image processing, 2018-04, Vol.27 (4), p.1639-1651

2018

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Beyond Trace Ratio: Weighted Harmonic Mean of Trace Ratios for Multiclass Discriminant Analysis

IEEE transactions on knowledge and data engineering, 2017-10, Vol.29 (10), p.2100-2110

2017

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Re-Weighted Discriminatively Embedded K -Means for Multi-View Clustering

IEEE transactions on image processing, 2017-06, Vol.26 (6), p.3016-3027

2017

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A New Formulation of Linear Discriminant Analysis for Robust Dimensionality Reduction

IEEE transactions on knowledge and data engineering, 2019-04, Vol.31 (4), p.629-640

2019

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Multi-view Subspace Clustering

2015 IEEE International Conference on Computer Vision (ICCV), 2015, p.4238-4246

2015

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Discriminative Least Squares Regression for Multiclass Classification and Feature Selection

IEEE transaction on neural networks and learning systems, 2012-11, Vol.23 (11), p.1738-1754

2012

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Volltext

A General Framework for Auto-Weighted Feature Selection via Global Redundancy Minimization

IEEE transactions on image processing, 2019-05, Vol.28 (5), p.2428-2438

2019

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Feature Selection via Global Redundancy Minimization

IEEE transactions on knowledge and data engineering, 2015-10, Vol.27 (10), p.2743-2755

2015

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Volltext

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

IEEE transactions on knowledge and data engineering, 2017-09, Vol.29 (9), p.1998-2011

2017

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

IEEE transactions on cybernetics, 2014-06, Vol.44 (6), p.793-804

2014

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Volltext

Fast Spectral Clustering With Anchor Graph for Large Hyperspectral Images

IEEE geoscience and remote sensing letters, 2017-11, Vol.14 (11), p.2003-2007

2017

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

IEEE transaction on neural networks and learning systems, 2015-06, Vol.26 (6), p.1287-1299

2015

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Volltext

Compound Rank- k Projections for Bilinear Analysis

IEEE transaction on neural networks and learning systems, 2016-07, Vol.27 (7), p.1502-1513

2016

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A generalized power iteration method for solving quadratic problem on the Stiefel manifold

Science China. Information sciences, 2017-11, Vol.60 (11), p.142-151, Article 112101

2017

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Matrix Completion Based on Non-Convex Low-Rank Approximation

IEEE transactions on image processing, 2019-05, Vol.28 (5), p.2378-2388

2019

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Volltext

Fast and Orthogonal Locality Preserving Projections for Dimensionality Reduction

IEEE transactions on image processing, 2017-10, Vol.26 (10), p.5019-5030

2017

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Volltext

Learning a Mahalanobis distance metric for data clustering and classification

Pattern recognition, 2008-12, Vol.41 (12), p.3600-3612

2008

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Image Clustering Using Local Discriminant Models and Global Integration

IEEE transactions on image processing, 2010-10, Vol.19 (10), p.2761-2773

2010

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A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback

IEEE transactions on pattern analysis and machine intelligence, 2012-04, Vol.34 (4), p.723-742

2012

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Scalable Multi-View Semi-Supervised Classification via Adaptive Regression

IEEE transactions on image processing, 2017-09, Vol.26 (9), p.4283-4296

2017

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Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation

IEEE transactions on image processing, 2016-11, Vol.25 (11), p.4999-5011

2016

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Multiview Consensus Graph Clustering

Detecting Coherent Groups in Crowd Scenes by Multiview Clustering

Auto-Weighted Multi-View Learning for Image Clustering and Semi-Supervised Classification

Revisiting Co-Saliency Detection: A Novel Approach Based on Two-Stage Multi-View Spectral Rotation Co-clustering

Robust Object Co-Segmentation Using Background Prior

Beyond Trace Ratio: Weighted Harmonic Mean of Trace Ratios for Multiclass Discriminant Analysis

Re-Weighted Discriminatively Embedded K -Means for Multi-View Clustering

A New Formulation of Linear Discriminant Analysis for Robust Dimensionality Reduction

Multi-view Subspace Clustering

Discriminative Least Squares Regression for Multiclass Classification and Feature Selection

A General Framework for Auto-Weighted Feature Selection via Global Redundancy Minimization

Feature Selection via Global Redundancy Minimization

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

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

Fast Spectral Clustering With Anchor Graph for Large Hyperspectral Images

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

Compound Rank- k Projections for Bilinear Analysis

A generalized power iteration method for solving quadratic problem on the Stiefel manifold

Matrix Completion Based on Non-Convex Low-Rank Approximation

Fast and Orthogonal Locality Preserving Projections for Dimensionality Reduction

Learning a Mahalanobis distance metric for data clustering and classification

Image Clustering Using Local Discriminant Models and Global Integration

A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback

Scalable Multi-View Semi-Supervised Classification via Adaptive Regression

Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation

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