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IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 2014, Volume 36, Issue 8, pp. 1559 - 1572
Journal Article
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 2020, Volume 29, pp. 3490 - 3505
Conventional multi-view re-ranking methods usually perform asymmetrical matching between the region of interest (ROI) in the query image and the whole target... 
latent subspaces | Multi-view re-ranking | privileged information (PI) | multi-view embeddings
Journal Article
Neurocomputing, ISSN 0925-2312, 06/2019, Volume 347, pp. 191 - 199
With the development of information technology, we have witnessed an age of data explosion which produces a large variety of data filled with redundant... 
Dimension reduction | Multi-view sparse reconstruction Embedding | Multi-view | Sparse reconstruction | Multi-view sparse reconstruction | DISCRIMINANT-ANALYSIS | Embedding | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Information science
Journal Article
Expert Systems with Applications, ISSN 0957-4174, 10/2019, p. 113027
Journal Article
Pattern Recognition, ISSN 0031-3203, 07/2017, Volume 67, pp. 313 - 327
•Class indicator matrix is learned for incomplete and unlabeled multi-view data.•Preserving the inter-view and intra-view data similarity can improve... 
Multi-view clustering | Cross-modal retrieval | Incomplete and unlabeled data | Subspace learning | Multi-view learning | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Neurocomputing, ISSN 0925-2312, 10/2018, Volume 311, pp. 316 - 324
The partial multi-view clustering is an emerging hot research area. For example, in web page clustering, the web page content or its linkage information may... 
Partial multi-view data | Multi-view clustering | Spectral clustering | NONNEGATIVE MATRIX FACTORIZATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Military electronics industry | Algorithms
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 03/2020, Volume 191, p. 105172
During the last decades, we have witnessed a surge of interest in learning a low-dimensional space with discriminative information from one single view. Even... 
Dimension reduction | Low rank | Multi-view learning
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 01/2020, p. 105459
Journal Article
Neurocomputing, ISSN 0925-2312, 02/2019, Volume 330, pp. 412 - 424
•The structured multi-view sparse regularization is constructed.•Structured Multi-view Hessian sparse Feature Selection framework is proposed.•Multi-view... 
Structured sparse regularization | Multi-view Hessian regularization | Multi-view learning | Semi-supervised feature selection | REGRESSION | RECOGNITION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Pattern Recognition, ISSN 0031-3203, 02/2016, Volume 50, pp. 143 - 154
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 05/2014, Volume 41, Issue 1, pp. 73 - 82
•We combined LDA and k-means algorithm with co-training into an unified framework.•We extended co-training classifiers to co-training subspaces.•LDA... 
Subspace clustering | Co-training | Multi-view clustering | HIGH-DIMENSIONAL DATA | DISCRIMINANT-ANALYSIS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Algorithms
Journal Article
Pattern Recognition, ISSN 0031-3203, 06/2020, Volume 102, p. 107207
Journal Article
Remote Sensing, ISSN 2072-4292, 2015, Volume 7, Issue 9, pp. 11933 - 11953
In unmanned aerial vehicle (UAV) photogrammetric surveys, the camera can be pre-calibrated or can be calibrated on-the-job using structure-from-motion and a... 
Ground control accuracy | Calibration | UAV | Oblique imagery | Structure-from-motion; multi-view stereopsis | REMOTE SENSING | IMAGERY | SYSTEMATIC-ERROR | ground control accuracy | TOPOGRAPHY | structure-from-motion | multi-view stereopsis | calibration | oblique imagery | Ground based control | Photography | Accuracy | Deterioration | Grounds | Unmanned aerial vehicles | Photogrammetry
Journal Article
Signal Processing, ISSN 0165-1684, 03/2020, Volume 168, p. 107332
•Multi-view Adaptive Semi-supervised Feature Selection framework is proposed.•The self-paced learning is applied to semi-supervised feature... 
Graph-based semi-supervised learning | Multi-view learning, Semi-supervised feature selection | Self-paced learning | GRAPH | Multi-view learning, Semi-supervised | feature selection | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 8/2019, pp. 1 - 1
Multi-view learning (MVL) is an active direction in machine learning that aims at exploiting the consensus and complementarity information among multiple... 
Support vector machines | Training | Convex quadratic programming | Multi-view twin support vector machine | Entropy | Quadratic programming | Sun | Kernel | SVM-2K | Multi-view learning
Journal Article
Information Sciences, ISSN 0020-0255, 03/2020, Volume 513, pp. 600 - 613
In recent years, the scale and diversity of malicious software on mobile networks have grown significantly, thereby causing considerable danger to users’... 
Android malware detection | Multi-view neural network | URL feature mining
Journal Article
Remote Sensing, ISSN 2072-4292, 06/2012, Volume 4, Issue 6, pp. 1573 - 1599
Sensor miniaturisation, improved battery technology and the availability of low-cost yet advanced Unmanned Aerial Vehicles (UAV) have provided new... 
3D point cloud | Accuracy assessment | Coastal environment | UAV | Multi-view stereopsis | REMOTE SENSING | accuracy assessment | ELEVATION | LIDAR | SCALE | multi-view stereopsis | coastal environment
Journal Article