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525 papers • 27,118 citations • Sorted by year • Download PDF (PDF by citations)
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1Toward Balance Deep Semisupervised Clustering
IEEE Transactions on Neural Networks and Learning Systems, 2025, 36, 2816-2828
12.18Citations (PDF)
2A Revised Formation of Trace Ratio LDA for Small Sample Size Problem
IEEE Transactions on Neural Networks and Learning Systems, 2025, 36, 5803-5809
12.18Citations (PDF)
3Fast Multiview Anchor-Graph Clustering
IEEE Transactions on Neural Networks and Learning Systems, 2025, 36, 4947-4958
12.121Citations (PDF)
4Parameter-Free Multiview <i>K</i>-Means Clustering With Coordinate Descent Method
IEEE Transactions on Neural Networks and Learning Systems, 2025, 36, 4879-4892
12.13Citations (PDF)
5Smooth-Guided Implicit Data Augmentation for Domain Generalization
IEEE Transactions on Neural Networks and Learning Systems, 2025, 36, 4984-4995
12.14Citations (PDF)
6Cross-View Approximation on Grassmann Manifold for Multiview Clustering
IEEE Transactions on Neural Networks and Learning Systems, 2025, 36, 7772-7777
12.14Citations (PDF)
7Joint Structured Bipartite Graph and Row-Sparse Projection for Large-Scale Feature Selection
IEEE Transactions on Neural Networks and Learning Systems, 2025, 36, 6911-6924
12.16Citations (PDF)
8Nonlinear Locality-Preserving Projections With Dynamic Graph Learning
IEEE Transactions on Neural Networks and Learning Systems, 2025, 36, 7225-7236
12.13Citations (PDF)
9Fuzzy Min-Cut With Soft Balancing Effects
IEEE Transactions on Fuzzy Systems, 2025, 33, 767-778
11.51Citations (PDF)
10Fast multi-view clustering via anchor label transmit with tensor structure constraint
Expert Systems With Applications, 2025, 274, 126878
8.81Citations (PDF)
11FINC: An Efficient and Effective Optimization Method for Normalized Cut
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, , 1-1
16.69Citations (PDF)
12Unsupervised Feature Selection With Flexible Optimal Graph
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 2014-2027
12.117Citations (PDF)
13Robust and Sparse Principal Component Analysis With Adaptive Loss Minimization for Feature Selection
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 3601-3614
12.142Citations (PDF)
14On the Equivalence of Linear Discriminant Analysis and Least Squares Regression
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 5710-5720
12.12Citations (PDF)
15Robust Principal Component Analysis via Joint Reconstruction and Projection
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 7175-7189
12.112Citations (PDF)
16Generalized and Robust Least Squares Regression
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 7006-7020
12.114Citations (PDF)
17Bidirectional Probabilistic Subspaces Approximation for Multiview Clustering
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 8939-8953
12.18Citations (PDF)
18Fast Clustering by Directly Solving Bipartite Graph Clustering Problem
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 9174-9185
12.114Citations (PDF)
19Joint Anchor Graph Embedding and Discrete Feature Scoring for Unsupervised Feature Selection
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 7974-7987
12.120Citations (PDF)
20Fast Clustering via Maximizing Adaptively Within-Class Similarity
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 9800-9813
12.15Citations (PDF)
21Fast Sparse Discriminative K-Means for Unsupervised Feature Selection
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 9943-9957
12.123Citations (PDF)
22Fast Multiview Clustering by Optimal Graph Mining
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 13071-13077
12.114Citations (PDF)
23Fast Discriminant Analysis With Adaptive Reconstruction Structure Preserving
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 11106-11115
12.11Citations (PDF)
24Sparse Trace Ratio LDA for Supervised Feature Selection
IEEE Transactions on Cybernetics, 2024, 54, 2420-2433
12.425Citations (PDF)
25Efficient Discrete Clustering With Anchor Graph
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 15012-15020
12.119Citations (PDF)
26A Novel $k$-Means Framework via Constrained Relaxation and Spectral Rotation
IEEE Transactions on Neural Networks and Learning Systems, 2024, , 1-14
12.14Citations (PDF)
27Multi-View and Multi-Order Structured Graph Learning
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 14437-14448
12.118Citations (PDF)
28Double-Structured Sparsity Guided Flexible Embedding Learning for Unsupervised Feature Selection
IEEE Transactions on Neural Networks and Learning Systems, 2024, 35, 13354-13367
12.15Citations (PDF)
29A Novel Normalized-Cut Solver With Nearest Neighbor Hierarchical Initialization
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46, 659-666
16.620Citations (PDF)
30Local-Global Fuzzy Clustering With Anchor Graph
IEEE Transactions on Fuzzy Systems, 2024, 32, 188-202
11.520Citations (PDF)
31Outliers Robust Unsupervised Feature Selection for Structured Sparse Subspace
IEEE Transactions on Knowledge and Data Engineering, 2024, 36, 1234-1248
9.59Citations (PDF)
32Graph Joint Representation Clustering via Penalized Graph Contrastive Learning
IEEE Transactions on Neural Networks and Learning Systems, 2024, , 1-12
12.113Citations (PDF)
33Multiview Fuzzy Clustering Based on Anchor Graph
IEEE Transactions on Fuzzy Systems, 2024, 32, 755-766
11.521Citations (PDF)
34Bidirectional Attentive Multi-View Clustering
IEEE Transactions on Knowledge and Data Engineering, 2024, 36, 1889-1901
9.57Citations (PDF)
35Semisupervised Subspace Learning With Adaptive Pairwise Graph Embedding
IEEE Transactions on Neural Networks and Learning Systems, 2024, , 1-15
12.13Citations (PDF)
36Fast Clustering With Anchor Guidance
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46, 1898-1912
16.635Citations (PDF)
37Pseudo-Label Guided Structural Discriminative Subspace Learning for Unsupervised Feature Selection
IEEE Transactions on Neural Networks and Learning Systems, 2024, , 1-15
12.112Citations (PDF)
38Worst-Case Discriminative Feature Learning via Max-Min Ratio Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46, 641-658
16.621Citations (PDF)
39Toward Robust Discriminative Projections Learning Against Adversarial Patch Attacks
IEEE Transactions on Neural Networks and Learning Systems, 2024, , 1-15
12.18Citations (PDF)
40Normalized Robust PCA With Adaptive Reconstruction Error Minimization
IEEE Transactions on Knowledge and Data Engineering, 2024, 36, 2587-2599
9.59Citations (PDF)
41An Effective Optimization Method for Fuzzy k-Means With Entropy Regularization
IEEE Transactions on Knowledge and Data Engineering, 2024, 36, 2846-2861
9.54Citations (PDF)
42Efficient Local Coherent Structure Learning via Self-Evolution Bipartite Graph
IEEE Transactions on Cybernetics, 2024, 54, 4527-4538
12.47Citations (PDF)
43Row-Sparse Principal Component Analysis via Coordinate Descent Method
IEEE Transactions on Knowledge and Data Engineering, 2024, 36, 3460-3471
9.59Citations (PDF)
44Parameter-Insensitive Min Cut Clustering With Flexible Size Constrains
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46, 5479-5492
16.65Citations (PDF)
45Supervised Feature Selection via Multi-Center and Local Structure Learning
IEEE Transactions on Knowledge and Data Engineering, 2024, 36, 4930-4942
9.511Citations (PDF)
46Adaptive Local Modularity Learning for Efficient Multilayer Graph Clustering
IEEE Transactions on Signal Processing, 2024, 72, 2221-2232
6.10Citations (PDF)
47EBMGC-GNF: Efficient Balanced Multi-View Graph Clustering via Good Neighbor Fusion
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46, 7878-7892
16.615Citations (PDF)
48Towards Expansive and Adaptive Hard Negative Mining: Graph Contrastive Learning via Subspace Preserving
2024, , 322-333
6Citations (PDF)
49Simple Multigraph Convolution Networks
2024, , 794-797
0Citations (PDF)
50Learning a Subspace and Clustering Simultaneously with Manifold Regularized Nonnegative Matrix Factorization
Research on World Agricultural Economy, 2024, 04,
1.31Citations (PDF)
51Bidirectional Fusion With Cross-View Graph Filter for Multi-View Clustering
IEEE Transactions on Knowledge and Data Engineering, 2024, 36, 5675-5680
9.59Citations (PDF)
52Robust Principal Component Analysis Based on Fuzzy Local Information Reservation
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46, 9321-9337
16.66Citations (PDF)
53Joint Projected Fuzzy Neighborhood Preserving C-means Clustering with Local Adaptive Learning
Expert Systems With Applications, 2024, 255, 124617
8.81Citations (PDF)
54Fuzzy Clustering From Subset-Clustering to Fullset-Membership
IEEE Transactions on Fuzzy Systems, 2024, 32, 5359-5370
11.54Citations (PDF)
55Interactive Supervision for New Intent Discovery
IEEE Signal Processing Letters, 2024, 31, 1680-1684
4.12Citations (PDF)
56Robust Discriminant Embedding Projection Fuzzy Clustering With Optimal Mean
IEEE Transactions on Fuzzy Systems, 2024, 32, 5924-5938
11.53Citations (PDF)
57An Balanced, and Scalable Graph-Based Multiview Clustering Method
IEEE Transactions on Knowledge and Data Engineering, 2024, 36, 7643-7656
9.519Citations (PDF)
58Tensorized and Compressed Multi-View Subspace Clustering via Structured Constraint
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46, 10434-10451
16.614Citations (PDF)
59A Novel and Effective Method to Directly Solve Spectral Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46, 10863-10875
16.68Citations (PDF)
60Co-Clustering by Directly Solving Bipartite Spectral Graph Partitioning
IEEE Transactions on Cybernetics, 2024, 54, 7590-7601
12.42Citations (PDF)
61YOLO-RDFEA: Object Detection in RD Imagery With Improved YOLOv8 Based on Feature Enhancement and Attention Mechanisms
IEEE Access, 2024, 12, 158226-158238
4.86Citations (PDF)
62Editorial: Vicinagearth Safety
Research on World Agricultural Economy, 2024, 04,
1.31Citations (PDF)
63Unsupervised Subspace Learning With Flexible Neighboring
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 2043-2056
12.19Citations (PDF)
64Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 264-277
12.199Citations (PDF)
65Joint Feature Selection and Extraction With Sparse Unsupervised Projection
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 3071-3081
12.122Citations (PDF)
66Joint Dynamic Manifold and Discriminant Information Learning for Feature Extraction
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 2753-2766
12.13Citations (PDF)
67Unsupervised Feature Selection With Weighted and Projected Adaptive Neighbors
IEEE Transactions on Cybernetics, 2023, 53, 1260-1271
12.437Citations (PDF)
68Multi-View Clustering via Nonnegative and Orthogonal Graph Reconstruction
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 201-214
12.173Citations (PDF)
69Learning an Optimal Bipartite Graph for Subspace Clustering via Constrained Laplacian Rank
IEEE Transactions on Cybernetics, 2023, 53, 1235-1247
12.429Citations (PDF)
70Implicit Weight Learning for Multi-View Clustering
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 4223-4236
12.127Citations (PDF)
71Adaptive Maximum Entropy Graph-Guided Fast Locality Discriminant Analysis
IEEE Transactions on Cybernetics, 2023, 53, 3574-3587
12.48Citations (PDF)
72An Effective Clustering Optimization Method for Unsupervised Linear Discriminant Analysis
IEEE Transactions on Knowledge and Data Engineering, 2023, 35, 3444-3457
9.58Citations (PDF)
73Multitask Learning for Classification Problem via New Tight Relaxation of Rank Minimization
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 6055-6068
12.110Citations (PDF)
74ECCA: Efficient Correntropy-Based Clustering Algorithm With Orthogonal Concept Factorization
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 7377-7390
12.126Citations (PDF)
75Discrete Robust Principal Component Analysis via Binary Weights Self-Learning
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 9064-9077
12.19Citations (PDF)
76Centerless Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45, 167-181
16.634Citations (PDF)
77Robust Supervised and Semisupervised Least Squares Regression Using <i>ℓ</i> <sub>2,<i>p</i> </sub>-Norm Minimization
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 8389-8403
12.120Citations (PDF)
78An Effective and Efficient Algorithm for K-Means Clustering With New Formulation
IEEE Transactions on Knowledge and Data Engineering, 2023, 35, 3433-3443
9.5111Citations (PDF)
79Rank-<i>r</i> Discrete Matrix Factorization for Anchor Graph Clustering
IEEE Transactions on Knowledge and Data Engineering, 2023, 35, 7371-7381
9.513Citations (PDF)
80Local Embedding Learning via Landmark-Based Dynamic Connections
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 9481-9492
12.15Citations (PDF)
81Discriminative Projected Clustering via Unsupervised LDA
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 9466-9480
12.110Citations (PDF)
82Joint EEG Feature Transfer and Semisupervised Cross-Subject Emotion Recognition
IEEE Transactions on Industrial Informatics, 2023, 19, 8104-8115
12.040Citations (PDF)
83Sparsity Fuzzy C-Means Clustering With Principal Component Analysis Embedding
IEEE Transactions on Fuzzy Systems, 2023, 31, 2099-2111
11.521Citations (PDF)
84Graph-Based Soft-Balanced Fuzzy Clustering
IEEE Transactions on Fuzzy Systems, 2023, 31, 2044-2055
11.518Citations (PDF)
85Learning Feature-Sparse Principal Subspace
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45, 4858-4869
16.67Citations (PDF)
86Nonlinear Feature Selection Neural Network via Structured Sparse Regularization
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 9493-9505
12.15Citations (PDF)
87A Differentiable Perspective for Multi-View Spectral Clustering With Flexible Extension
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45, 7087-7098
16.629Citations (PDF)
88$\ell _{2,p}$-Norm and Mahalanobis Distance-Based Robust Fuzzy C-Means
IEEE Transactions on Fuzzy Systems, 2023, 31, 2904-2916
11.515Citations (PDF)
89Fuzzy C-Multiple-Means Clustering for Hyperspectral Image
IEEE Geoscience and Remote Sensing Letters, 2023, 20, 1-5
3.813Citations (PDF)
90Intermediary-Guided Bidirectional Spatial–Temporal Aggregation Network for Video-Based Visible-Infrared Person Re-Identification
IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33, 4962-4972
11.131Citations (PDF)
91JGSED: An End-to-End Spectral Clustering Model for Joint Graph Construction, Spectral Embedding and Discretization
IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 7, 1687-1701
7.411Citations (PDF)
92Unsupervised Adaptive Bipartite Graph Embedding
IEEE Transactions on Knowledge and Data Engineering, 2023, 35, 10514-10525
9.58Citations (PDF)
93Joint Learning of Anchor Graph-Based Fuzzy Spectral Embedding and Fuzzy K-Means
IEEE Transactions on Fuzzy Systems, 2023, 31, 4097-4108
11.59Citations (PDF)
94Large-Scale Clustering With Structured Optimal Bipartite Graph
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45, 9950-9963
16.628Citations (PDF)
95Ensemble Clustering with Attentional Representation
IEEE Transactions on Knowledge and Data Engineering, 2023, , 1-13
9.512Citations (PDF)
96Self-Weighted Euler $k$-Means Clustering
IEEE Signal Processing Letters, 2023, 30, 1127-1131
4.15Citations (PDF)
97Discrete and Balanced Spectral Clustering With Scalability
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45, 14321-14336
16.622Citations (PDF)
98Multi-View Discrete Clustering: A Concise Model
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45, 15154-15170
16.65Citations (PDF)
99Multi-view Graph Clustering via Efficient Global-Local Spectral Embedding Fusion
2023, 48, 3268-3276
11Citations (PDF)
100Discriminative and Robust Autoencoders for Unsupervised Feature Selection
IEEE Transactions on Neural Networks and Learning Systems, 2023, , 1-15
12.110Citations (PDF)
101MOCOLNet: A Momentum Contrastive Learning Network for Multimodal Aspect-Level Sentiment Analysis
IEEE Transactions on Knowledge and Data Engineering, 2023, , 1-14
9.525Citations (PDF)
102Multi-view clustering based on generalized low rank approximation
Neurocomputing, 2022, 471, 251-259
7.231Citations (PDF)
103Subspace Sparse Discriminative Feature Selection
IEEE Transactions on Cybernetics, 2022, 52, 4221-4233
12.459Citations (PDF)
104Unsupervised Discriminative Projection for Feature Selection
IEEE Transactions on Knowledge and Data Engineering, 2022, 34, 942-953
9.542Citations (PDF)
105Fast Multi-View Semi-Supervised Learning With Learned Graph
IEEE Transactions on Knowledge and Data Engineering, 2022, 34, 286-299
9.566Citations (PDF)
106Multi-View K-Means Clustering With Adaptive Sparse Memberships and Weight Allocation
IEEE Transactions on Knowledge and Data Engineering, 2022, 34, 816-827
9.580Citations (PDF)
107Agglomerative Neural Networks for Multiview Clustering
IEEE Transactions on Neural Networks and Learning Systems, 2022, 33, 2842-2852
12.117Citations (PDF)
108A Novel Formulation of Trace Ratio Linear Discriminant Analysis
IEEE Transactions on Neural Networks and Learning Systems, 2022, 33, 5568-5578
12.116Citations (PDF)
109Locality Adaptive Discriminant Analysis Framework
IEEE Transactions on Cybernetics, 2022, 52, 7291-7302
12.430Citations (PDF)
110Unsupervised Adaptive Embedding for Dimensionality Reduction
IEEE Transactions on Neural Networks and Learning Systems, 2022, 33, 6844-6855
12.115Citations (PDF)
111Fast Self-Supervised Clustering With Anchor Graph
IEEE Transactions on Neural Networks and Learning Systems, 2022, 33, 4199-4212
12.150Citations (PDF)
112Truncated Robust Principle Component Analysis With A General Optimization Framework
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 44, 1081-1097
16.663Citations (PDF)
113Progressive Self-Supervised Clustering With Novel Category Discovery
IEEE Transactions on Cybernetics, 2022, 52, 10393-10406
12.416Citations (PDF)
114Fast Multi-view Clustering via Prototype Graph
IEEE Transactions on Knowledge and Data Engineering, 2022, , 1-1
9.523Citations (PDF)
115Semisupervised Feature Selection via Structured Manifold Learning
IEEE Transactions on Cybernetics, 2022, 52, 5756-5766
12.424Citations (PDF)
116Parameter-Free Consensus Embedding Learning for Multiview Graph-Based Clustering
IEEE Transactions on Neural Networks and Learning Systems, 2022, 33, 7944-7950
12.135Citations (PDF)
117Robust principal component analysis based on discriminant information
IEEE Transactions on Knowledge and Data Engineering, 2022, , 1-1
9.527Citations (PDF)
118Fast Unsupervised Projection for Large-Scale Data
IEEE Transactions on Neural Networks and Learning Systems, 2022, 33, 3634-3644
12.111Citations (PDF)
119Fast Fuzzy Clustering Based on Anchor Graph
IEEE Transactions on Fuzzy Systems, 2022, 30, 2375-2387
11.577Citations (PDF)
120A General Framework for Feature Selection Under Orthogonal Regression With Global Redundancy Minimization
IEEE Transactions on Knowledge and Data Engineering, 2022, 34, 5056-5069
9.531Citations (PDF)
121Robust Matrix Completion With Column Outliers
IEEE Transactions on Cybernetics, 2022, 52, 12042-12055
12.412Citations (PDF)
122Semisupervised Feature Selection With Sparse Discriminative Least Squares Regression
IEEE Transactions on Cybernetics, 2022, 52, 8413-8424
12.427Citations (PDF)
123Adaptive Local Embedding Learning for Semi-Supervised Dimensionality Reduction
IEEE Transactions on Knowledge and Data Engineering, 2022, 34, 4609-4621
9.536Citations (PDF)
124GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition
IEEE Transactions on Cognitive and Developmental Systems, 2022, 14, 935-947
5.073Citations (PDF)
125A Survey of GPU Multitasking Methods Supported by Hardware Architecture
IEEE Transactions on Parallel and Distributed Systems, 2022, 33, 1451-1463
6.623Citations (PDF)
126Confidence Regularized Label Propagation Based Domain Adaptation
IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32, 3319-3333
11.121Citations (PDF)
127Fast Spectral Embedded Clustering Based on Structured Graph Learning for Large-Scale Hyperspectral Image
IEEE Geoscience and Remote Sensing Letters, 2022, 19, 1-5
3.837Citations (PDF)
128Unsupervised Feature Selection With Constrained ℓ₂,₀-Norm and Optimized Graph
IEEE Transactions on Neural Networks and Learning Systems, 2022, 33, 1702-1713
12.155Citations (PDF)
129Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 44, 330-344
16.6354Citations (PDF)
130Balanced Graph Cut With Exponential Inter-Cluster Compactness
IEEE Transactions on Artificial Intelligence, 2022, 3, 498-505
6.711Citations (PDF)
131Fuzzy K-Means Clustering With Discriminative Embedding
IEEE Transactions on Knowledge and Data Engineering, 2022, 34, 1221-1230
9.569Citations (PDF)
132Fast Extended Inductive Robust Principal Component Analysis With Optimal Mean
IEEE Transactions on Knowledge and Data Engineering, 2022, 34, 4812-4825
9.510Citations (PDF)
133Robust Subspace Clustering With Low-Rank Structure Constraint
IEEE Transactions on Knowledge and Data Engineering, 2022, 34, 1404-1415
9.525Citations (PDF)
134Self-weighting multi-view spectral clustering based on nuclear norm
Pattern Recognition, 2022, 124, 108429
8.627Citations (PDF)
135Efficient correntropy-based multi-view clustering with anchor graph embedding
Neural Networks, 2022, 146, 290-302
6.857Citations (PDF)
136Ratio Sum Versus Sum Ratio for Linear Discriminant Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 44, 10171-10185
16.613Citations (PDF)
137Entropy regularization for unsupervised clustering with adaptive neighbors
Pattern Recognition, 2022, 125, 108517
8.633Citations (PDF)
138Fast Unsupervised Feature Selection with Bipartite Graph and l2,0-Norm Constraint
IEEE Transactions on Knowledge and Data Engineering, 2022, , 1-1
9.513Citations (PDF)
139Adaptive-order proximity learning for graph-based clustering
Pattern Recognition, 2022, 126, 108550
8.636Citations (PDF)
140Iteratively Reweighted Algorithm for Fuzzy $c$-Means
IEEE Transactions on Fuzzy Systems, 2022, 30, 4310-4321
11.546Citations (PDF)
141Semi-supervised learning based on intra-view heterogeneity and inter-view compatibility for image classification
Neurocomputing, 2022, 488, 248-260
7.211Citations (PDF)
142Self-supervised Learning for Heterogeneous Audiovisual Scene Analysis
IEEE Transactions on Multimedia, 2022, , 1-1
9.40Citations (PDF)
143Efficient and Robust MultiView Clustering With Anchor Graph Regularization
IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32, 6200-6213
11.160Citations (PDF)
144Fast Locality Discriminant Analysis With Adaptive Manifold Embedding
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 44, 9315-9330
16.620Citations (PDF)
145Discrete and Parameter-Free Multiple Kernel <i>k</i>-Means
IEEE Transactions on Image Processing, 2022, 31, 2796-2808
11.641Citations (PDF)
146Semi-supervised Learning via Bipartite Graph Construction with Adaptive Neighbors
IEEE Transactions on Knowledge and Data Engineering, 2022, , 1-1
9.523Citations (PDF)
147An attention-based framework for multi-view clustering on Grassmann manifold
Pattern Recognition, 2022, 128, 108610
8.619Citations (PDF)
148Improving projected fuzzy K-means clustering via robust learning
Neurocomputing, 2022, 491, 34-43
7.240Citations (PDF)
149When multi-view classification meets ensemble learning
Neurocomputing, 2022, 490, 17-29
7.216Citations (PDF)
150Sparse and Flexible Projections for Unsupervised Feature Selection
IEEE Transactions on Knowledge and Data Engineering, 2022, , 1-1
9.515Citations (PDF)
151A general soft-balanced clustering framework based on a novel balance regularizer
Signal Processing, 2022, 198, 108572
3.912Citations (PDF)
152Discrete Multi-Kernel K-Means with Diverse and Optimal Kernel Learning
2022, 12, 4153-4157
10Citations (PDF)
153Graph optimization for unsupervised dimensionality reduction with probabilistic neighbors
Applied Intelligence, 2022, 53, 2348-2361
3.54Citations (PDF)
154Multiple Kernel K-Means Clustering with Simultaneous Spectral Rotation
2022, , 4143-4147
17Citations (PDF)
155Self-weighted learning framework for adaptive locality discriminant analysis
Pattern Recognition, 2022, 129, 108778
8.69Citations (PDF)
156OGSSL: A Semi-Supervised Classification Model Coupled With Optimal Graph Learning for EEG Emotion Recognition
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, 30, 1288-1297
5.755Citations (PDF)
157Directly solving normalized cut for multi-view data
Pattern Recognition, 2022, 130, 108809
8.68Citations (PDF)
158Fast Multiview Clustering With Spectral Embedding
IEEE Transactions on Image Processing, 2022, 31, 3884-3895
11.644Citations (PDF)
159Iteratively Re-Weighted method for Sparsity-Inducing Norms
IEEE Transactions on Knowledge and Data Engineering, 2022, , 1-1
9.55Citations (PDF)
160Projected fuzzy C-means with probabilistic neighbors
Information Sciences, 2022, 607, 553-571
7.315Citations (PDF)
161Efficient Multi-view K-means Clustering with Multiple Anchor Graphs
IEEE Transactions on Knowledge and Data Engineering, 2022, , 1-12
9.526Citations (PDF)
162Unified dual-label semi-supervised learning with top-k feature selection
Neurocomputing, 2022, 501, 875-888
7.28Citations (PDF)
163Joint Feature Adaptation and Graph Adaptive Label Propagation for Cross-Subject Emotion Recognition From EEG Signals
IEEE Transactions on Affective Computing, 2022, 13, 1941-1958
10.250Citations (PDF)
164Subspace clustering by directly solving Discriminative K-means
Knowledge-Based Systems, 2022, 252, 109452
8.38Citations (PDF)
165Structured graph optimization for joint spectral embedding and clustering
Neurocomputing, 2022, 503, 62-72
7.27Citations (PDF)
166Fuzzy Sparse Deviation Regularized Robust Principal Component Analysis
IEEE Transactions on Image Processing, 2022, 31, 5645-5660
11.613Citations (PDF)
167Fast Adaptive Local Subspace Learning With Regressive Regularization
IEEE Signal Processing Letters, 2022, 29, 1759-1763
4.11Citations (PDF)
168Scalable Fuzzy Clustering With Anchor Graph
IEEE Transactions on Knowledge and Data Engineering, 2022, , 1-11
9.515Citations (PDF)
169An Auto-Weighting Incremental Random Vector Functional Link Network for EEG-Based Driving Fatigue Detection
IEEE Transactions on Instrumentation and Measurement, 2022, 71, 1-14
4.619Citations (PDF)
170Effective Clustering via Structured Graph Learning
IEEE Transactions on Knowledge and Data Engineering, 2022, , 1-12
9.56Citations (PDF)
171Two-Dimensional Embedded Fuzzy Data Clustering
IEEE Transactions on Emerging Topics in Computational Intelligence, 2022, , 1-13
7.42Citations (PDF)
172Large Graph Clustering With Simultaneous Spectral Embedding and Discretization
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 43, 4426-4440
16.675Citations (PDF)
173Fast Semi-Supervised Learning With Optimal Bipartite Graph
IEEE Transactions on Knowledge and Data Engineering, 2021, 33, 3245-3257
9.530Citations (PDF)
174C2DNDA: A Deep Framework for Nonlinear Dimensionality Reduction
IEEE Transactions on Industrial Electronics, 2021, 68, 1684-1694
8.412Citations (PDF)
175Weighted bilateral K-means algorithm for fast co-clustering and fast spectral clustering
Pattern Recognition, 2021, 109, 107560
8.657Citations (PDF)
176Low Rank Regularization: A review
Neural Networks, 2021, 136, 218-232
6.877Citations (PDF)
177Local structured feature learning with dynamic maximum entropy graph
Pattern Recognition, 2021, 111, 107673
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178A semi-supervised learning algorithm via adaptive Laplacian graph
Neurocomputing, 2021, 426, 162-173
7.228Citations (PDF)
179Towards Robust Discriminative Projections Learning via Non-Greedy -Norm MinMax
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 43, 2086-2100
16.681Citations (PDF)
180Fast Multi-View Clustering via Nonnegative and Orthogonal Factorization
IEEE Transactions on Image Processing, 2021, 30, 2575-2586
11.6115Citations (PDF)
181Coordinate Descent Method for k-means
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, , 1-1
16.642Citations (PDF)
182Non-Greedy L21-Norm Maximization for Principal Component Analysis
IEEE Transactions on Image Processing, 2021, 30, 5277-5286
11.620Citations (PDF)
183Robust Fuzzy K-Means Clustering With Shrunk Patterns Learning
IEEE Transactions on Knowledge and Data Engineering, 2021, , 1-1
9.520Citations (PDF)
184Flexible Multi-View Unsupervised Graph Embedding
IEEE Transactions on Image Processing, 2021, 30, 4143-4156
11.635Citations (PDF)
185A Resource-Efficient Parallel Connected Component Labeling Algorithm and its Hardware Implementation
IEEE Transactions on Multimedia, 2021, , 1-1
9.41Citations (PDF)
186Multi-View Clustering Based on Invisible Weights
IEEE Signal Processing Letters, 2021, 28, 1051-1055
4.117Citations (PDF)
187Adaptive Neighborhood Metric Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, , 1-1
16.620Citations (PDF)
188Fast optimization of spectral embedding and improved spectral rotation
IEEE Transactions on Knowledge and Data Engineering, 2021, , 1-1
9.518Citations (PDF)
189Fast Manifold Ranking With Local Bipartite Graph
IEEE Transactions on Image Processing, 2021, 30, 6744-6756
11.61Citations (PDF)
190Deep linear discriminant analysis hashing
Scientia Sinica Informationis, 2021, 51, 279
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191Self-weighted Robust LDA for Multiclass Classification with Edge Classes
ACM Transactions on Intelligent Systems and Technology, 2021, 12, 1-19
6.387Citations (PDF)
192Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers
IEEE Transactions on Medical Imaging, 2021, 40, 891-904
10.31Citations (PDF)
193Unsupervised and Semisupervised Projection With Graph Optimization
IEEE Transactions on Neural Networks and Learning Systems, 2021, 32, 1547-1559
12.146Citations (PDF)
194Supervised Feature Selection With Orthogonal Regression and Feature Weighting
IEEE Transactions on Neural Networks and Learning Systems, 2021, 32, 1831-1838
12.198Citations (PDF)
195Joint Adaptive Graph Learning and Discriminative Analysis for Unsupervised Feature Selection
Cognitive Computation, 2021, 14, 1211-1221
4.615Citations (PDF)
196Multilevel projections with adaptive neighbor graph for unsupervised multi-view feature selection
Information Fusion, 2021, 70, 129-140
19.982Citations (PDF)
197Graph regularized nonnegative matrix factorization with label discrimination for data clustering
Neurocomputing, 2021, 440, 297-309
7.232Citations (PDF)
198Dependence-Guided Multi-View Clustering
2021, 11, 3650-3654
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199Adaptive Feature Weight Learning For Robust Clustering Problem with Sparse Constraint
2021, 44, 3125-3129
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200Fast Local Representation Learning with Adaptive Anchor Graph
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201A Rank-Constrained Clustering Algorithm with Adaptive Embedding
2021, 17, 2845-2849
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202Multi-view clustering with interactive mechanism
Neurocomputing, 2021, 449, 378-388
7.211Citations (PDF)
203Discrete Multiple Kernel k-means
2021, , 3111-3117
20Citations (PDF)
204Adaptive discriminant analysis for semi-supervised feature selection
Information Sciences, 2021, 566, 178-194
7.343Citations (PDF)
205Matrix completion with column outliers and sparse noise
Information Sciences, 2021, 573, 125-140
7.39Citations (PDF)
206Fuzzy graph clustering
Information Sciences, 2021, 571, 38-49
7.341Citations (PDF)
207An Efficient Density-based clustering algorithm for face groping
Neurocomputing, 2021, 462, 331-343
7.29Citations (PDF)
208Dimension reduction of multimodal data by auto-weighted local discriminant analysis
Neurocomputing, 2021, 461, 27-40
7.27Citations (PDF)
209Flexible multi-view semi-supervised learning with unified graph
Neural Networks, 2021, 142, 92-104
6.88Citations (PDF)
210Multi-Directional Multi-Label Learning
Signal Processing, 2021, 187, 108143
3.91Citations (PDF)
211Joint nonlinear feature selection and continuous values regression network
Pattern Recognition Letters, 2021, 150, 197-206
4.05Citations (PDF)
212Fast local representation learning via adaptive anchor graph for image retrieval
Information Sciences, 2021, 578, 870-886
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213Learning unsupervised node representation from multi-view network
Information Sciences, 2021, 579, 700-716
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214Semi-supervised multi-Layer convolution kernel learning in credit evaluation
Pattern Recognition, 2021, 120, 108125
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215Unsupervised Optimized Bipartite Graph Embedding
IEEE Transactions on Knowledge and Data Engineering, 2021, , 1-1
9.510Citations (PDF)
216Adaptive Flexible Optimal Graph for Unsupervised Dimensionality Reduction
IEEE Signal Processing Letters, 2021, 28, 2162-2166
4.17Citations (PDF)
217New Tight Relaxations of Rank Minimization for Multi-Task Learning
2021, 2, 2910-2914
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218Semisupervised Band Selection With Graph Optimization for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing, 2021, 59, 10298-10311
7.029Citations (PDF)
219Self-Weighted Semi-Supervised Classification for Joint EEG-Based Emotion Recognition and Affective Activation Patterns Mining
IEEE Transactions on Instrumentation and Measurement, 2021, 70, 1-11
4.625Citations (PDF)
220Sparse PCA via L2,p-Norm Regularization for Unsupervised Feature Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, , 1-1
16.627Citations (PDF)
221Spectral Clustering by Joint Spectral Embedding and Spectral Rotation
IEEE Transactions on Cybernetics, 2020, 50, 247-258
12.495Citations (PDF)
222Semi-Supervised Feature Selection via Sparse Rescaled Linear Square Regression
IEEE Transactions on Knowledge and Data Engineering, 2020, 32, 165-176
9.586Citations (PDF)
223Detecting Coherent Groups in Crowd Scenes by Multiview Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 42, 46-58
16.6231Citations (PDF)
224Semi-Supervised Learning with Auto-Weighting Feature and Adaptive Graph
IEEE Transactions on Knowledge and Data Engineering, 2020, 32, 1167-1178
9.539Citations (PDF)
225Fast Semisupervised Learning With Bipartite Graph for Large-Scale Data
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31, 626-638
12.134Citations (PDF)
226Joint Principal Component and Discriminant Analysis for Dimensionality Reduction
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31, 433-444
12.156Citations (PDF)
227LABIN: Balanced Min Cut for Large-Scale Data
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31, 725-736
12.133Citations (PDF)
228Multiview Semi-Supervised Learning Model for Image Classification
IEEE Transactions on Knowledge and Data Engineering, 2020, 32, 2389-2400
9.547Citations (PDF)
229Submanifold-Preserving Discriminant Analysis With an Auto-Optimized Graph
IEEE Transactions on Cybernetics, 2020, 50, 3682-3695
12.457Citations (PDF)
230Parameter-Free Weighted Multi-View Projected Clustering with Structured Graph Learning
IEEE Transactions on Knowledge and Data Engineering, 2020, 32, 2014-2025
9.571Citations (PDF)
231Multi-View Scaling Support Vector Machines for Classification and Feature Selection
IEEE Transactions on Knowledge and Data Engineering, 2020, 32, 1419-1430
9.559Citations (PDF)
232Fast spectral clustering learning with hierarchical bipartite graph for large-scale data
Pattern Recognition Letters, 2020, 130, 345-352
4.056Citations (PDF)
233Deep Fuzzy K-Means With Adaptive Loss and Entropy Regularization
IEEE Transactions on Fuzzy Systems, 2020, 28, 2814-2824
11.590Citations (PDF)
234Multi-view spectral clustering via integrating nonnegative embedding and spectral embedding
Information Fusion, 2020, 55, 251-259
19.9201Citations (PDF)
235Saliency Detection via a Multiple Self-Weighted Graph-Based Manifold Ranking
IEEE Transactions on Multimedia, 2020, 22, 885-896
9.446Citations (PDF)
236A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31, 1747-1756
12.1339Citations (PDF)
237Person Reidentification via Multi-Feature Fusion With Adaptive Graph Learning
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31, 1592-1601
12.1149Citations (PDF)
238Adaptive Weighted Sparse Principal Component Analysis for Robust Unsupervised Feature Selection
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31, 2153-2163
12.156Citations (PDF)
239A Memory-Efficient Hardware Architecture for Connected Component Labeling in Embedded System
IEEE Transactions on Circuits and Systems for Video Technology, 2020, 30, 3238-3252
11.19Citations (PDF)
240Supervised Dimensionality Reduction Methods via Recursive Regression
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31, 3269-3279
12.115Citations (PDF)
241Multiclass discriminant analysis via adaptive weighted scheme
Neurocomputing, 2020, 381, 1-9
7.210Citations (PDF)
242Discriminative and Uncorrelated Feature Selection With Constrained Spectral Analysis in Unsupervised Learning
IEEE Transactions on Image Processing, 2020, 29, 2139-2149
11.648Citations (PDF)
243A forest of trees with principal direction specified oblique split on random subspace
Neurocomputing, 2020, 379, 413-425
7.23Citations (PDF)
244Adaptive Robust Low-Rank 2-D Reconstruction With Steerable Sparsity
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31, 3754-3759
12.14Citations (PDF)
245Decision Tree SVM: An extension of linear SVM for non-linear classification
Neurocomputing, 2020, 401, 153-159
7.279Citations (PDF)
246Optimal Projection Guided Transfer Hashing for Image Retrieval
IEEE Transactions on Circuits and Systems for Video Technology, 2020, 30, 3788-3802
11.135Citations (PDF)
247WeGAN: Deep Image Hashing With Weighted Generative Adversarial Networks
IEEE Transactions on Multimedia, 2020, 22, 1458-1469
9.420Citations (PDF)
248Multi-view spectral clustering via sparse graph learning
Neurocomputing, 2020, 384, 1-10
7.2113Citations (PDF)
249Learning Robust Multilabel Sample Specific Distances for Identifying HIV-1 Drug Resistance
Journal of Computational Biology, 2020, 27, 655-672
1.83Citations (PDF)
250Structured Optimal Graph-Based Clustering With Flexible Embedding
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31, 3801-3813
12.114Citations (PDF)
251Double-Attentive Principle Component Analysis
IEEE Signal Processing Letters, 2020, 27, 1814-1818
4.17Citations (PDF)
252Capped $\ell _p$-Norm LDA for Outliers Robust Dimension Reduction
IEEE Signal Processing Letters, 2020, 27, 1315-1319
4.115Citations (PDF)
253Self-weighted collaborative representation for hyperspectral anomaly detection
Signal Processing, 2020, 177, 107718
3.937Citations (PDF)
254Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers
2020, 64, 4826-4835
7Citations (PDF)
255Fast Clustering With Co-Clustering Via Discrete Non-Negative Matrix Factorization for Image Identification
2020, , 2073-2077
12Citations (PDF)
256Multi-View Clustering Via Mixed Embedding Approximation
2020, , 3977-3981
10Citations (PDF)
257Fair and cache blocking aware warp scheduling for concurrent kernel execution on GPU
Future Generation Computer Systems, 2020, 112, 1093-1105
8.16Citations (PDF)
258Unsupervised Large Graph Embedding Based on Balanced and Hierarchical K-means
IEEE Transactions on Knowledge and Data Engineering, 2020, , 1-1
9.526Citations (PDF)
259Revisiting Fast Spectral Clustering with Anchor Graph
2020, , 3902-3906
32Citations (PDF)
260Enhanced Balanced Min Cut
International Journal of Computer Vision, 2020, 128, 1982-1995
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261Multiple Features and Isolation Forest-Based Fast Anomaly Detector for Hyperspectral Imagery
IEEE Transactions on Geoscience and Remote Sensing, 2020, 58, 6664-6676
7.049Citations (PDF)
262Robust and Efficient Linear Discriminant Analysis With<i>L</i><sub>2,1</sub>-Norm for Feature Selection
IEEE Access, 2020, 8, 44100-44110
4.818Citations (PDF)
263A linear multivariate binary decision tree classifier based on K-means splitting
Pattern Recognition, 2020, 107, 107521
8.645Citations (PDF)
264Fast adaptive neighbors clustering via embedded clustering
Neurocomputing, 2020, 399, 331-341
7.212Citations (PDF)
265Auto-weighted multi-view clustering via spectral embedding
Neurocomputing, 2020, 399, 369-379
7.251Citations (PDF)
266Auto-weighted multi-view co-clustering via fast matrix factorization
Pattern Recognition, 2020, 102, 107207
8.689Citations (PDF)
267Self-Weighted Clustering With Adaptive Neighbors
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31, 3428-3441
12.172Citations (PDF)
268Co-Clustering Ensemble Based on Bilateral K-Means Algorithm
IEEE Access, 2020, 8, 51285-51294
4.811Citations (PDF)
269Ratio sum formula for dimensionality reduction
Multimedia Tools and Applications, 2020, 80, 4367-4382
3.64Citations (PDF)
270Fast algorithm for large‐scale subspace clustering by LRR
IET Image Processing, 2020, 14, 1475-1480
2.87Citations (PDF)
271Adaptive Local Linear Discriminant Analysis
ACM Transactions on Knowledge Discovery From Data, 2020, 14, 1-19
4.352Citations (PDF)
272Discriminative Feature Selection via A Structured Sparse Subspace Learning Module
2020, , 3009-3015
65Citations (PDF)
273Clustering by Unified Principal Component Analysis and Fuzzy C-Means with Sparsity Constraint
Lecture Notes in Computer Science, 2020, , 337-351
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274Exploiting Combination Effect for Unsupervised Feature Selection by &lt;inline-formula&gt; &lt;tex-math notation="LaTeX"&gt;$\ell_{2,0}$ &lt;/tex-math&gt; &lt;/inline-formula&gt; Norm
IEEE Transactions on Neural Networks and Learning Systems, 2019, 30, 201-214
12.154Citations (PDF)
275A New Formulation of Linear Discriminant Analysis for Robust Dimensionality Reduction
IEEE Transactions on Knowledge and Data Engineering, 2019, 31, 629-640
9.591Citations (PDF)
276Harmonic Mean Linear Discriminant Analysis
IEEE Transactions on Knowledge and Data Engineering, 2019, 31, 1520-1531
9.530Citations (PDF)
277Efficient Feature Selection via $\ell _{2,0}$ ℓ2,0-norm Constrained Sparse Regression
IEEE Transactions on Knowledge and Data Engineering, 2019, 31, 880-893
9.590Citations (PDF)
278Semisupervised Learning With Parameter-Free Similarity of Label and Side Information
IEEE Transactions on Neural Networks and Learning Systems, 2019, 30, 405-414
12.116Citations (PDF)
279Spectral Embedded Adaptive Neighbors Clustering
IEEE Transactions on Neural Networks and Learning Systems, 2019, 30, 1265-1271
12.1137Citations (PDF)
280Joint Structured Graph Learning and Unsupervised Feature Selection
2019, 22, 3572-3576
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281K-Multiple-Means
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282Unsupervised Feature Selection Based on Reconstruction Error Minimization
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283An efficient framework for unsupervised feature selection
Neurocomputing, 2019, 366, 194-207
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284Modified fuzzy clustering with segregated cluster centroids
Neurocomputing, 2019, 361, 10-18
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285Adaptive graph weighting for multi-view dimensionality reduction
Signal Processing, 2019, 165, 186-196
3.922Citations (PDF)
286Feature Learning Viewpoint of Adaboost and a New Algorithm
IEEE Access, 2019, 7, 149890-149899
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287A Probabilistic Derivation of LASSO and L12-Norm Feature Selections
Proceedings of the AAAI Conference on Artificial Intelligence, 2019, 33, 4586-4593
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288Structured Graph Reconstruction for Scalable Clustering
IEEE Transactions on Knowledge and Data Engineering, 2019, , 1-1
9.55Citations (PDF)
289Structured Graph Optimization for Unsupervised Feature Selection
IEEE Transactions on Knowledge and Data Engineering, 2019, , 1-1
9.560Citations (PDF)
290Unsupervised Linear Discriminant Analysis for Jointly Clustering and Subspace Learning
IEEE Transactions on Knowledge and Data Engineering, 2019, , 1-1
9.524Citations (PDF)
291Nuclear-norm based 2DLDA with application to face recognition
Neurocomputing, 2019, 339, 94-104
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292Scalable Graph-Based Clustering With Nonnegative Relaxation for Large Hyperspectral Image
IEEE Transactions on Geoscience and Remote Sensing, 2019, 57, 7352-7364
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293Robust Subspace Clustering by Learning an Optimal Structured Bipartite Graph via Low-rank Representation
2019, 2, 3692-3696
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294Joint Structured Graph Learning and Clustering Based on Concept Factorization
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295Flexible Non-negative Matrix Factorization with Adaptively Learned Graph Regularization
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296Dense Multimodal Fusion for Hierarchically Joint Representation
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33Citations (PDF)
297Discrete Multi-Graph Clustering
IEEE Transactions on Image Processing, 2019, 28, 4701-4712
11.622Citations (PDF)
298Flexible unsupervised feature extraction for image classification
Neural Networks, 2019, 115, 65-71
6.852Citations (PDF)
299Speed up dynamic time warpingof multivariate time series
Journal of Intelligent and Fuzzy Systems, 2019, 36, 2593-2603
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300Speed Up Similarity Search of Time Series Under Dynamic Time Warping
IEEE Access, 2019, 7, 163644-163653
4.817Citations (PDF)
301Deep Binary Reconstruction for Cross-Modal Hashing
IEEE Transactions on Multimedia, 2019, 21, 973-985
9.4102Citations (PDF)
302A General Framework for Auto-Weighted Feature Selection via Global Redundancy Minimization
IEEE Transactions on Image Processing, 2019, 28, 2428-2438
11.660Citations (PDF)
303Robust Multiple Rank-&lt;inline-formula&gt; &lt;tex-math notation="LaTeX"&gt;$k$ &lt;/tex-math&gt; &lt;/inline-formula&gt; Bilinear Projections for Unsupervised Learning
IEEE Transactions on Image Processing, 2019, 28, 2574-2583
11.65Citations (PDF)
304Adaptive-weighting discriminative regression for multi-view classification
Pattern Recognition, 2019, 88, 236-245
8.6137Citations (PDF)
305Matrix Completion Based on Non-Convex Low-Rank Approximation
IEEE Transactions on Image Processing, 2019, 28, 2378-2388
11.663Citations (PDF)
306Accelerating Flexible Manifold Embedding for Scalable Semi-Supervised Learning
IEEE Transactions on Circuits and Systems for Video Technology, 2019, 29, 2786-2795
11.126Citations (PDF)
307Joint Learning of Fuzzy &lt;italic&gt;k&lt;/italic&gt;-Means and Nonnegative Spectral Clustering With Side Information
IEEE Transactions on Image Processing, 2019, 28, 2152-2162
11.651Citations (PDF)
308Simultaneously Learning Neighborship and Projection Matrix for Supervised Dimensionality Reduction
IEEE Transactions on Neural Networks and Learning Systems, 2019, 30, 2779-2793
12.140Citations (PDF)
309Unsupervised Feature Selection via Adaptive Multimeasure Fusion
IEEE Transactions on Neural Networks and Learning Systems, 2019, 30, 2886-2892
12.140Citations (PDF)
310Scalable and Flexible Unsupervised Feature Selection
Neural Computation, 2019, 31, 517-537
2.27Citations (PDF)
311Multiview Consensus Graph Clustering
IEEE Transactions on Image Processing, 2019, 28, 1261-1270
11.6470Citations (PDF)
312Discrete Spectral Hashing for Efficient Similarity Retrieval
IEEE Transactions on Image Processing, 2019, 28, 1080-1091
11.635Citations (PDF)
313A Local and Global Discriminative Framework and Optimization for Balanced Clustering
IEEE Transactions on Neural Networks and Learning Systems, 2019, 30, 3059-3071
12.125Citations (PDF)
314Feature selection with multi-view data: A survey
Information Fusion, 2019, 50, 158-167
19.9266Citations (PDF)
315Hierarchical Feature Selection for Random Projection
IEEE Transactions on Neural Networks and Learning Systems, 2019, 30, 1581-1586
12.174Citations (PDF)
316Graph Structure Fusion for Multiview Clustering
IEEE Transactions on Knowledge and Data Engineering, 2019, 31, 1984-1993
9.5158Citations (PDF)
317Generalized Uncorrelated Regression with Adaptive Graph for Unsupervised Feature Selection
IEEE Transactions on Neural Networks and Learning Systems, 2019, 30, 1587-1595
12.1155Citations (PDF)
318Dimension Reduction for Non-Gaussian Data by Adaptive Discriminative Analysis
IEEE Transactions on Cybernetics, 2019, 49, 933-946
12.439Citations (PDF)
319Large-Scale Robust Semisupervised Classification
IEEE Transactions on Cybernetics, 2019, 49, 907-917
12.417Citations (PDF)
320A General Framework for Dimensionality Reduction of K-Means Clustering
Journal of Classification, 2019, 37, 616-631
1.812Citations (PDF)
321On the optimal solution to maximum margin projection pursuit
Multimedia Tools and Applications, 2019, 79, 35441-35461
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322Worst-Case Discriminative Feature Selection
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12Citations (PDF)
323Fast clustering based on bipartite graph
Shenzhen Daxue Xuebao (Ligong Ban)/Journal of Shenzhen University Science and Engineering, 2019, 36, 18
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324Large‐Scale Spectral Clustering Based on Representative Points
Mathematical Problems in Engineering, 2019, 2019,
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325Rank-$k$ 2-D Multinomial Logistic Regression for Matrix Data Classification
IEEE Transactions on Neural Networks and Learning Systems, 2018, 29, 3524-3537
12.17Citations (PDF)
326LRAGE: Learning Latent Relationships With Adaptive Graph Embedding for Aerial Scene Classification
IEEE Transactions on Geoscience and Remote Sensing, 2018, 56, 621-634
7.09Citations (PDF)
327Unsupervised Salient Object Detection via Inferring From Imperfect Saliency Models
IEEE Transactions on Multimedia, 2018, 20, 1101-1112
9.429Citations (PDF)
328Fast unsupervised feature selection with anchor graph and ℓ2,1-norm regularization
Multimedia Tools and Applications, 2018, 77, 22099-22113
3.612Citations (PDF)
329Efficient tree classifiers for large scale datasets
Neurocomputing, 2018, 284, 70-79
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330SVM based multi-label learning with missing labels for image annotation
Pattern Recognition, 2018, 78, 307-317
8.6138Citations (PDF)
331Robust Object Co-Segmentation Using Background Prior
IEEE Transactions on Image Processing, 2018, 27, 1639-1651
11.6158Citations (PDF)
332PurTreeClust: A Clustering Algorithm for Customer Segmentation from Massive Customer Transaction Data
IEEE Transactions on Knowledge and Data Engineering, 2018, 30, 559-572
9.551Citations (PDF)
333Local Regression and Global Information-Embedded Dimension Reduction
IEEE Transactions on Neural Networks and Learning Systems, 2018, 29, 4882-4893
12.134Citations (PDF)
334Self-Weighted Supervised Discriminative Feature Selection
IEEE Transactions on Neural Networks and Learning Systems, 2018, 29, 3913-3918
12.161Citations (PDF)
335$\ell _{2,p}$ -Norm Based PCA for Image Recognition
IEEE Transactions on Image Processing, 2018, 27, 1336-1346
11.6108Citations (PDF)
336Self-weighted discriminative feature selection via adaptive redundancy minimization
Neurocomputing, 2018, 275, 2824-2830
7.211Citations (PDF)
337Robust principal component analysis via optimal mean by joint ℓ2,1 and Schatten p-norms minimization
Neurocomputing, 2018, 283, 205-213
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338Robust feature selection via simultaneous sapped norm and sparse regularizer minimization
Neurocomputing, 2018, 283, 228-240
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339Multi-Modal Joint Clustering With Application for Unsupervised Attribute Discovery
IEEE Transactions on Image Processing, 2018, 27, 4345-4356
11.633Citations (PDF)
340Rank-Constrained Spectral Clustering With Flexible Embedding
IEEE Transactions on Neural Networks and Learning Systems, 2018, 29, 6073-6082
12.1243Citations (PDF)
341Semi-Supervised Feature Selection via Insensitive Sparse Regression with Application to Video Semantic Recognition
IEEE Transactions on Knowledge and Data Engineering, 2018, 30, 1943-1956
9.530Citations (PDF)
342Flexible Manifold Learning With Optimal Graph for Image and Video Representation
IEEE Transactions on Image Processing, 2018, 27, 2664-2675
11.650Citations (PDF)
343Adaptive Unsupervised Feature Selection With Structure Regularization
IEEE Transactions on Neural Networks and Learning Systems, 2018, 29, 944-956
12.1188Citations (PDF)
344Angle 2DPCA: A New Formulation for 2DPCA
IEEE Transactions on Cybernetics, 2018, 48, 1672-1678
12.478Citations (PDF)
345Nuclear-norm based semi-supervised multiple labels learning
Neurocomputing, 2018, 275, 940-947
7.213Citations (PDF)
346Auto-Weighted Multi-View Learning for Image Clustering and Semi-Supervised Classification
IEEE Transactions on Image Processing, 2018, 27, 1501-1511
11.6360Citations (PDF)
347Feature selection under regularized orthogonal least square regression with optimal scaling
Neurocomputing, 2018, 273, 547-553
7.232Citations (PDF)
348Directly Solving the Original Ratiocut Problem for Effective Data Clustering
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349Learning Multi-instance Enriched Image Representations via Non-greedy Ratio Maximization of the l1-Norm Distances
2018, 33, 7727-7735
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350Parallel Vector Field Regularized Non-Negative Matrix Factorization for Image Representation
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351A Generalized Uncorrelated Ridge Regression with Nonnegative Labels for Unsupervised Feature Selection
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352Unsupervised Feature Selection with Local Structure Learning
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353Locality-Based Discriminant Feature Selection with Trace Ratio
2018, 24, 3373-3377
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354Embedding Fuzzy K-Means with Nonnegative Spectral Clustering via Incorporating Side Information
2018, 32, 1567-1570
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355Robust Low Rank Approxiamtion via Inliers Selection
2018, 9, 3688-3692
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356Fast and Flexible Large Graph Embedding Based on Anchors
IEEE Journal on Selected Topics in Signal Processing, 2018, 12, 1465-1475
13.58Citations (PDF)
357Self-Weighted Adaptive Locality Discriminant Analysis
2018, 9, 3378-3382
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358Feature Selection via Incorporating Stiefel Manifold in Relaxed K-Means
2018, , 1503-1507
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359Spectral clustering based on iterative optimization for large-scale and high-dimensional data
Neurocomputing, 2018, 318, 227-235
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360Euler Label Consistent K-SVD for image classification and action recognition
Neurocomputing, 2018, 310, 277-286
7.215Citations (PDF)
361Auto-weighted 2-dimensional maximum margin criterion
Pattern Recognition, 2018, 83, 220-229
8.62Citations (PDF)
362Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features
IEEE Transactions on Neural Networks and Learning Systems, 2018, 29, 6323-6332
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363Local Adaptive Projection Framework for Feature Selection of Labeled and Unlabeled Data
IEEE Transactions on Neural Networks and Learning Systems, 2018, 29, 6362-6373
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364Manifold Adaptive Kernelized Low‐Rank Representation for Semisupervised Image Classification
Complexity, 2018, 2018,
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365Discriminant Analysis via Joint Euler Transform and $\ell_{2,1}$ -Norm
IEEE Transactions on Image Processing, 2018, 27, 5668-5682
11.629Citations (PDF)
366Calibrated Multi-Task Learning
2018, , 2012-2021
23Citations (PDF)
367Spectral Clustering of Large-scale Data by Directly Solving Normalized Cut
2018, 1, 1206-1215
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368Multiview Clustering via Adaptively Weighted Procrustes
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369Adaptive Neighborhood MinMax Projections
Neurocomputing, 2018, 313, 155-166
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370Matrix completion and vector completion via robust subspace learning
Neurocomputing, 2018, 306, 171-181
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371Multi-view embedded clustering with unsupervised trace ratio LDA
Neurocomputing, 2018, 315, 169-176
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372An improved locality preserving projection with ℓ1-norm minimization for dimensionality reduction
Neurocomputing, 2018, 316, 322-331
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373An investigation for loss functions widely used in machine learning
Communications in Information and Systems, 2018, 18, 37-52
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374Convex Sparse PCA for Unsupervised Feature Learning
ACM Transactions on Knowledge Discovery From Data, 2017, 11, 1-16
4.378Citations (PDF)
375Avoiding Optimal Mean ℓ<sub>2,1</sub>-Norm Maximization-Based Robust PCA for Reconstruction
Neural Computation, 2017, 29, 1124-1150
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376Self-weighted spectral clustering with parameter-free constraint
Neurocomputing, 2017, 241, 164-170
7.224Citations (PDF)
377Re-Weighted Discriminatively Embedded $K$ -Means for Multi-View Clustering
IEEE Transactions on Image Processing, 2017, 26, 3016-3027
11.6131Citations (PDF)
378Revisiting Co-Saliency Detection: A Novel Approach Based on Two-Stage Multi-View Spectral Rotation Co-clustering
IEEE Transactions on Image Processing, 2017, 26, 3196-3209
11.6219Citations (PDF)
379Multi-modal classification of neurodegenerative disease by progressive graph-based transductive learning
Medical Image Analysis, 2017, 39, 218-230
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380A Weight-Adaptive Laplacian Embedding for Graph-Based Clustering
Neural Computation, 2017, 29, 1902-1918
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381Multiview Feature Analysis via Structured Sparsity and Shared Subspace Discovery
Neural Computation, 2017, 29, 1986-2003
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3822D Feature Selection by Sparse Matrix Regression
IEEE Transactions on Image Processing, 2017, 26, 4255-4268
11.639Citations (PDF)
383Local PurTree Spectral Clustering for Massive Customer Transaction Data
IEEE Intelligent Systems, 2017, 32, 37-44
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384Multi-View Unsupervised Feature Selection with Adaptive Similarity and View Weight
IEEE Transactions on Knowledge and Data Engineering, 2017, 29, 1998-2011
9.5177Citations (PDF)
385Unsupervised 2D Dimensionality Reduction with Adaptive Structure Learning
Neural Computation, 2017, 29, 1352-1374
2.218Citations (PDF)
386Optimal mean two-dimensional principal component analysis with F-norm minimization
Pattern Recognition, 2017, 68, 286-294
8.633Citations (PDF)
387Refined Spectral Clustering via Embedded Label Propagation
Neural Computation, 2017, 29, 3381-3396
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388Convex Multiview Semi-Supervised Classification
IEEE Transactions on Image Processing, 2017, 26, 5718-5729
11.631Citations (PDF)
389Fast Spectral Clustering with efficient large graph construction
2017, , 2492-2496
85Citations (PDF)
390Beyond Trace Ratio: Weighted Harmonic Mean of Trace Ratios for Multiclass Discriminant Analysis
IEEE Transactions on Knowledge and Data Engineering, 2017, 29, 2100-2110
9.5140Citations (PDF)
391Linear Discriminative Star Coordinates for Exploring Class and Cluster Separation of High Dimensional Data
Computer Graphics Forum, 2017, 36, 401-410
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392Semi-supervised learning on large-scale geotagged photos for situation recognition
Journal of Visual Communication and Image Representation, 2017, 48, 310-316
3.65Citations (PDF)
393Semi-supervised classification via both label and side information
2017, , 2417-2421
2Citations (PDF)
394Fast Spectral Clustering With Anchor Graph for Large Hyperspectral Images
IEEE Geoscience and Remote Sensing Letters, 2017, 14, 2003-2007
3.8141Citations (PDF)
395Scalable Multi-View Semi-Supervised Classification via Adaptive Regression
IEEE Transactions on Image Processing, 2017, 26, 4283-4296
11.6107Citations (PDF)
396Fast and Orthogonal Locality Preserving Projections for Dimensionality Reduction
IEEE Transactions on Image Processing, 2017, 26, 5019-5030
11.6138Citations (PDF)
397Unsupervised Single and Multiple Views Feature Extraction with Structured Graph
IEEE Transactions on Knowledge and Data Engineering, 2017, 29, 2347-2359
9.560Citations (PDF)
398Embedded clustering via robust orthogonal least square discriminant analysis
2017, , 2332-2336
7Citations (PDF)
399Largest center-specific margin for dimension reduction
2017, , 2352-2356
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400A generalized power iteration method for solving quadratic problem on the Stiefel manifold
Science China Information Sciences, 2017, 60,
5.0162Citations (PDF)
401Auto-weighted two-dimensional principal component analysis with robust outliers
2017, , 6065-6069
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402A Non-Greedy Algorithm for L1-Norm LDA
IEEE Transactions on Image Processing, 2017, 26, 684-695
11.6104Citations (PDF)
403Regularized Class-Specific Subspace Classifier
IEEE Transactions on Neural Networks and Learning Systems, 2017, 28, 2738-2747
12.17Citations (PDF)
404A graph regularized dimension reduction method for out-of-sample data
Neurocomputing, 2017, 225, 58-63
7.212Citations (PDF)
405Deep Binary Reconstruction for Cross-modal Hashing
2017, 313, 1398-1406
39Citations (PDF)
406Ranking with adaptive neighbors
Tsinghua Science and Technology, 2017, 22, 733-738
4.41Citations (PDF)
407A Self-Balanced Min-Cut Algorithm for Image Clustering
2017, 2, 2080-2088
46Citations (PDF)
408Projected clustering via robust orthogonal least square regression with optimal scaling
2017, , 2784-2791
3Citations (PDF)
409Scalable Normalized Cut with Improved Spectral Rotation
2017, , 1518-1524
45Citations (PDF)
410Semi-supervised Feature Selection via Rescaled Linear Regression
2017, , 1525-1531
82Citations (PDF)
411Locality Adaptive Discriminant Analysis
2017, , 2201-2207
115Citations (PDF)
412Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression
2017, , 2421-2427
15Citations (PDF)
413Joint Capped Norms Minimization for Robust Matrix Recovery
2017, , 2557-2563
28Citations (PDF)
414Self-weighted Multiview Clustering with Multiple Graphs
2017, , 2564-2570
429Citations (PDF)
415Convolutional 2D LDA for Nonlinear Dimensionality Reduction
2017, , 2929-2935
16Citations (PDF)
416Linear Manifold Regularization with Adaptive Graph for Semi-supervised Dimensionality Reduction
2017, , 3147-3153
18Citations (PDF)
417Semi-supervised Orthogonal Graph Embedding with Recursive Projections
2017, , 2308-2314
8Citations (PDF)
418Unsupervised feature extraction using a learned graph with clustering structure
2016, , 3597-3602
2Citations (PDF)
419Semi-Supervised Multi-label Dimensionality Reduction
2016, , 919-924
21Citations (PDF)
420Joint Graph Learning and Video Segmentation via Multiple Cues and Topology Calibration
2016, 27, 831-840
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421Learning from less for better
2016, ,
44Citations (PDF)
422Discriminatively Embedded K-Means for Multi-view Clustering
2016, , 5356-5364
114Citations (PDF)
423A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification
2016, , 402-409
12Citations (PDF)
424Object Co-segmentation via Graph Optimized-Flexible Manifold Ranking
2016, , 687-695
63Citations (PDF)
425Guest editors' introduction: Perception, Aesthetics, and Emotion in Multimedia Quality Modeling
IEEE MultiMedia, 2016, 23, 20-22
3.11Citations (PDF)
426On the schatten norm for matrix based subspace learning and classification
Neurocomputing, 2016, 216, 192-199
7.222Citations (PDF)
427Orthogonal least squares regression for feature extraction
Neurocomputing, 2016, 216, 200-207
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428Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation
IEEE Transactions on Image Processing, 2016, 25, 4999-5011
11.6114Citations (PDF)
429Image Classification by Cross-Media Active Learning With Privileged Information
IEEE Transactions on Multimedia, 2016, 18, 2494-2502
9.4137Citations (PDF)
430Capped Lp-Norm Graph Embedding for Photo Clustering
2016, 89, 431-435
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431A graph based multimodal geospatial interpolation framework
2016, , 1-6
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432Robust and Effective Metric Learning Using Capped Trace Norm
2016, , 1605-1614
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433Structured Doubly Stochastic Matrix for Graph Based Clustering
2016, 1, 1245-1254
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434Unsupervised automatic attribute discovery method via multi-graph clustering
2016, , 1713-1718
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435Effective Discriminative Feature Selection With Nontrivial Solution
IEEE Transactions on Neural Networks and Learning Systems, 2016, 27, 796-808
12.1157Citations (PDF)
436Compound Rank-&lt;inline-formula&gt; &lt;tex-math notation="LaTeX"&gt;$k$ &lt;/tex-math&gt; &lt;/inline-formula&gt; Projections for Bilinear Analysis
IEEE Transactions on Neural Networks and Learning Systems, 2016, 27, 1502-1513
12.1201Citations (PDF)
437Two-Dimensional Whitening Reconstruction for Enhancing Robustness of Principal Component Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016, 38, 2130-2136
16.641Citations (PDF)
438Uncovering Locally Discriminative Structure for Feature Analysis
Lecture Notes in Computer Science, 2016, , 281-295
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439Optimal graph learning with partial tags and multiple features for image and video annotation
2015, , 4371-4379
60Citations (PDF)
440Multi-view Subspace Clustering
2015, , 4238-4246
469Citations (PDF)
441Feature Selection via Global Redundancy Minimization
IEEE Transactions on Knowledge and Data Engineering, 2015, 27, 2743-2755
9.5143Citations (PDF)
442Robust Capped Norm Nonnegative Matrix Factorization
2015, ,
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443Robust 2DPCA With Non-greedy &lt;inline-formula&gt; &lt;tex-math notation="LaTeX"&gt;$\ell _{1}$ &lt;/tex-math&gt;&lt;/inline-formula&gt;-Norm Maximization for Image Analysis
IEEE Transactions on Cybernetics, 2015, 45, 1108-1112
12.4103Citations (PDF)
444Discriminative Embedded Clustering: A Framework for Grouping High-Dimensional Data
IEEE Transactions on Neural Networks and Learning Systems, 2015, 26, 1287-1299
12.179Citations (PDF)
445Multitask Spectral Clustering by Exploring Intertask Correlation
IEEE Transactions on Cybernetics, 2015, 45, 1083-1094
12.4152Citations (PDF)
446Unsupervised Feature Analysis with Class Margin Optimization
Lecture Notes in Computer Science, 2015, , 383-398
0.513Citations (PDF)
447Large-scale adaptive semi-supervised learning via unified inductive and transductive model
2014, ,
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448Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection
IEEE Transactions on Cybernetics, 2014, 44, 793-804
12.4594Citations (PDF)
449Multiple rank multi-linear SVM for matrix data classification
Pattern Recognition, 2014, 47, 454-469
8.672Citations (PDF)
450A generative probability model of joint label fusion for multi-atlas based brain segmentation
Medical Image Analysis, 2014, 18, 881-890
14.1113Citations (PDF)
451Flexible Shift-Invariant Locality and Globality Preserving Projections
Lecture Notes in Computer Science, 2014, , 485-500
0.58Citations (PDF)
452Clustering and projected clustering with adaptive neighbors
2014, ,
750Citations (PDF)
453Harnessing Lab Knowledge for Real-World Action Recognition
International Journal of Computer Vision, 2014, 109, 60-73
9.565Citations (PDF)
454Robust Manifold Nonnegative Matrix Factorization
ACM Transactions on Knowledge Discovery From Data, 2014, 8, 1-21
4.3235Citations (PDF)
455Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization
International Journal of Computer Vision, 2014, 113, 113-127
9.5378Citations (PDF)
456Unsupervised Feature Selection via Unified Trace Ratio Formulation and K-means Clustering (TRACK)
Lecture Notes in Computer Science, 2014, , 306-321
0.567Citations (PDF)
457On the equivalent of low-rank linear regressions and linear discriminant analysis based regressions
2013, ,
106Citations (PDF)
458Efficient semi-supervised feature selection with noise insensitive trace ratio criterion
Neurocomputing, 2013, 105, 12-18
7.292Citations (PDF)
459Learning a subspace for clustering via pattern shrinking
Information Processing and Management, 2013, 49, 871-883
8.023Citations (PDF)
460Predicting Protein–Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Tri-Factorization
Journal of Computational Biology, 2013, 20, 344-358
1.856Citations (PDF)
461Efficient Image Classification via Multiple Rank Regression
IEEE Transactions on Image Processing, 2013, 22, 340-352
11.651Citations (PDF)
462Heterogeneous Image Features Integration via Multi-modal Semi-supervised Learning Model
2013, ,
93Citations (PDF)
463Heterogeneous Visual Features Fusion via Sparse Multimodal Machine
2013, 9, 3097-3102
69Citations (PDF)
464Learning high-dimensional correspondence via manifold learning and local approximation
Neural Computing and Applications, 2013, 24, 1555-1568
5.08Citations (PDF)
465Joint Schatten $$p$$ p -norm and $$\ell _p$$ ℓ p -norm robust matrix completion for missing value recovery
Knowledge and Information Systems, 2013, 42, 525-544
3.6130Citations (PDF)
466A Flexible and Effective Linearization Method for Subspace Learning
2013, , 177-203
2Citations (PDF)
467A New Sparse Simplex Model for Brain Anatomical and Genetic Network Analysis
Lecture Notes in Computer Science, 2013, , 625-632
0.512Citations (PDF)
468Minimizing Joint Risk of Mislabeling for Iterative Patch-Based Label Fusion
Lecture Notes in Computer Science, 2013, , 551-558
0.53Citations (PDF)
469Robust and discriminative distance for Multi-Instance Learning
2012, , 2919-2924
8Citations (PDF)
470Discriminative Least Squares Regression for Multiclass Classification and Feature Selection
IEEE Transactions on Neural Networks and Learning Systems, 2012, 23, 1738-1754
12.1428Citations (PDF)
471Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort
Bioinformatics, 2012, 28, 229-237
5.0166Citations (PDF)
472Unsupervised maximum margin feature selection via L 2,1-norm minimization
Neural Computing and Applications, 2012, 21, 1791-1799
5.030Citations (PDF)
473Robust Matrix Completion via Joint Schatten p-Norm and lp-Norm Minimization
2012, 10, 566-574
88Citations (PDF)
474Patch Distribution Compatible Semisupervised Dimension Reduction for Face and Human Gait Recognition
IEEE Transactions on Circuits and Systems for Video Technology, 2012, 22, 479-488
11.122Citations (PDF)
475Discriminating Joint Feature Analysis for Multimedia Data Understanding
IEEE Transactions on Multimedia, 2012, 14, 1662-1672
9.4147Citations (PDF)
476Web Image Annotation Via Subspace-Sparsity Collaborated Feature Selection
IEEE Transactions on Multimedia, 2012, 14, 1021-1030
9.4184Citations (PDF)
477Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction
Pattern Recognition Letters, 2012, 33, 485-491
4.061Citations (PDF)
478Initialization Independent Clustering With Actively Self-Training Method
IEEE Transactions on Systems, Man, and Cybernetics, 2012, 42, 17-27
5.753Citations (PDF)
479Web and Personal Image Annotation by Mining Label Correlation With Relaxed Visual Graph Embedding
IEEE Transactions on Image Processing, 2012, 21, 1339-1351
11.6103Citations (PDF)
480Semi-Supervised Dimension Reduction Using Trace Ratio Criterion
IEEE Transactions on Neural Networks and Learning Systems, 2012, 23, 519-526
12.197Citations (PDF)
481A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, 34, 723-742
16.6427Citations (PDF)
482Nonnegative Matrix Tri-factorization Based High-Order Co-clustering and Its Fast Implementation
2011, , 774-783
31Citations (PDF)
483Multi-Class L2,1-Norm Support Vector Machine
2011, 61, 91-100
42Citations (PDF)
484Semisupervised Learning Using Negative Labels
IEEE Transactions on Neural Networks, 2011, 22, 420-432
5.121Citations (PDF)
485Interactive Image Segmentation With Multiple Linear Reconstructions in Windows
IEEE Transactions on Multimedia, 2011, 13, 342-352
9.418Citations (PDF)
486Sparse multi-task regression and feature selection to identify brain imaging predictors for memory performance
2011, 21, 557-562
82Citations (PDF)
487Heterogeneous image feature integration via multi-modal spectral clustering
2011, , 1977-1984
185Citations (PDF)
488Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering
IEEE Transactions on Neural Networks, 2011, 22, 1796-1808
5.1267Citations (PDF)
489Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression
IEEE Transactions on Systems, Man, and Cybernetics, 2011, 41, 675-685
5.793Citations (PDF)
490Learning a 3D Human Pose Distance Metric from Geometric Pose Descriptor
IEEE Transactions on Visualization and Computer Graphics, 2011, 17, 1676-1689
4.995Citations (PDF)
4913D human pose recovery from image by efficient visual feature selection
Computer Vision and Image Understanding, 2011, 115, 290-299
4.433Citations (PDF)
492Unsupervised and semi-supervised learning via &amp;#x2113;&lt;inf&gt;1&lt;/inf&gt;-norm graph
2011, , 2268-2273
35Citations (PDF)
493Dyadic transfer learning for cross-domain image classification
2011, , 551-556
43Citations (PDF)
494Consensus spectral clustering in near-linear time
2011, , 1079-1090
18Citations (PDF)
495Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression
Lecture Notes in Computer Science, 2011, , 115-123
0.560Citations (PDF)
496On the eigenvectors of p-Laplacian
Machine Learning, 2010, 81, 37-51
2.644Citations (PDF)
497A general kernelization framework for learning algorithms based on kernel PCA
Neurocomputing, 2010, 73, 959-967
7.287Citations (PDF)
498Classification by semi-supervised discriminative regularization
Neurocomputing, 2010, 73, 1641-1651
7.238Citations (PDF)
499Multiple view semi-supervised dimensionality reduction
Pattern Recognition, 2010, 43, 720-730
8.699Citations (PDF)
500Regularized Trace Ratio Discriminant Analysis with Patch Distribution Feature for human gait recognition
2010, , 2449-2452
9Citations (PDF)
501Image Clustering Using Local Discriminant Models and Global Integration
IEEE Transactions on Image Processing, 2010, 19, 2761-2773
11.6328Citations (PDF)
502Improved MinMax Cut Graph Clustering with Nonnegative Relaxation
Lecture Notes in Computer Science, 2010, , 451-466
0.557Citations (PDF)
503Semi-Supervised Classification via Local Spline Regression
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 32, 2039-2053
16.6112Citations (PDF)
504Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction
IEEE Transactions on Image Processing, 2010, 19, 1921-1932
11.6477Citations (PDF)
505TurboPixel Segmentation Using Eigen-Images
IEEE Transactions on Image Processing, 2010, 19, 3024-3034
11.630Citations (PDF)
506Semi-supervised feature selection based on label propagation and subset selection
2010, , 293-296
20Citations (PDF)
507Learning an Orthogonal and Smooth Subspace for Image Classification
IEEE Signal Processing Letters, 2009, 16, 303-306
4.115Citations (PDF)
508Probabilistic Labeled Semi-supervised SVM
2009, , 394-399
6Citations (PDF)
509Nonlinear Dimensionality Reduction with Local Spline Embedding
IEEE Transactions on Knowledge and Data Engineering, 2009, 21, 1285-1298
9.5108Citations (PDF)
510Orthogonal locality minimizing globality maximizing projections for feature extraction
Optical Engineering, 2009, 48, 017202
1.147Citations (PDF)
511Nonlinear dimensionality reduction with relative distance comparison
Neurocomputing, 2009, 72, 1719-1731
7.210Citations (PDF)
512Extracting the optimal dimensionality for local tensor discriminant analysis
Pattern Recognition, 2009, 42, 105-114
8.672Citations (PDF)
513Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two Interpretations
Neural Processing Letters, 2009, 30, 89-102
2.92Citations (PDF)
514Semi-supervised orthogonal discriminant analysis via label propagation
Pattern Recognition, 2009, 42, 2615-2627
8.6139Citations (PDF)
515Ranking with local regression and global alignment for cross media retrieval
2009, ,
154Citations (PDF)
516Trace Ratio Problem Revisited
IEEE Transactions on Neural Networks, 2009, 20, 729-735
5.1256Citations (PDF)
517Interactive Natural Image Segmentation via Spline Regression
IEEE Transactions on Image Processing, 2009, 18, 1623-1632
11.635Citations (PDF)
518A general graph-based semi-supervised learning with novel class discovery
Neural Computing and Applications, 2009, 19, 549-555
5.0126Citations (PDF)
519Contour graph based human tracking and action sequence recognition
Pattern Recognition, 2008, 41, 3653-3664
8.615Citations (PDF)
520Learning a Mahalanobis distance metric for data clustering and classification
Pattern Recognition, 2008, 41, 3600-3612
8.6572Citations (PDF)
521A unified framework for semi-supervised dimensionality reduction
Pattern Recognition, 2008, 41, 2789-2799
8.6171Citations (PDF)
522Semi-supervised sub-manifold discriminant analysis
Pattern Recognition Letters, 2008, 29, 1806-1813
4.031Citations (PDF)
523Embedding new data points for manifold learning via coordinate propagation
Knowledge and Information Systems, 2008, 19, 159-184
3.638Citations (PDF)
524Extracting the Optimal Dimensionality for Discriminant Analysis
2007, ,
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525Semi-supervised additive logistic regression: A gradient descent solution
Tsinghua Science and Technology, 2007, 12, 638-646
4.43Citations (PDF)