Ivor W. Tsang
Ivor W. Tsang
Research Director & Professor of AI, Centre for AI, University of Technology Sydney
Verified email at uts.edu.au - Homepage
TitleCited byYear
Domain adaptation via transfer component analysis
SJ Pan, IW Tsang, JT Kwok, Q Yang
IEEE Transactions on Neural Networks 22 (2), 199-210, 2010
14082010
Core vector machines: Fast SVM training on very large data sets
IW Tsang, JT Kwok, PM Cheung
Journal of Machine Learning Research 6 (Apr), 363-392, 2005
10582005
The pre-image problem in kernel methods
JTY Kwok, IWH Tsang
Neural Networks, IEEE Transactions on 15 (6), 1517-1525, 2004
4852004
Local features are not lonely–Laplacian sparse coding for image classification
IWHT ShenghuaGao, PZ Liang-TienChia
4752010
Visual event recognition in videos by learning from web data
L Duan, D Xu, IWH Tsang, J Luo
IEEE Transactions on Pattern Analysis and Machine Intelligence 34 (9), 1667-1680, 2011
4042011
Kernel sparse representation for image classification and face recognition
S Gao, IWH Tsang, LT Chia
European Conference on Computer Vision, 1-14, 2010
3992010
Domain transfer multiple kernel learning
L Duan, IW Tsang, D Xu
IEEE Transactions on Pattern Analysis and Machine Intelligence 34 (3), 465-479, 2012
3632012
Flexible manifold embedding: A framework for semi-supervised and unsupervised dimension reduction
F Nie, D Xu, IWH Tsang, C Zhang
IEEE Transactions on Image Processing 19 (7), 1921-1932, 2010
3272010
Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications
S Gao, I Tsang, L Chia
Pattern Analysis and Machine Intelligence, IEEE Transactions, 1-1, 2013
3222013
Improved Nyström low-rank approximation and error analysis
K Zhang, IW Tsang, JT Kwok
Proceedings of the 25th international conference on Machine learning, 1232-1239, 2008
3222008
Domain transfer svm for video concept detection
L Duan, IW Tsang, D Xu, SJ Maybank
2009 IEEE Conference on Computer Vision and Pattern Recognition, 1375-1381, 2009
2812009
Domain adaptation from multiple sources via auxiliary classifiers
L Duan, IW Tsang, D Xu, TS Chua
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
2622009
Simpler core vector machines with enclosing balls
IW Tsang, A Kocsor, JT Kwok
Proceedings of the 24th international conference on Machine learning, 911-918, 2007
2452007
Learning with augmented features for supervised and semi-supervised heterogeneous domain adaptation
W Li, L Duan, D Xu, IW Tsang
IEEE transactions on pattern analysis and machine intelligence 36 (6), 1134-1148, 2013
2422013
Learning with augmented features for heterogeneous domain adaptation
L Duan, D Xu, I Tsang
Proceedings of the 29th International Conference on Machine Learning, 2012
2322012
Domain Adaptation from Multiple Sources: A Domain-Dependent Regularization Approach
L Duan, D Xu, IWH Tsang
Neural Networks and Learning Systems, IEEE Transactions on 23 (3), 504 - 518, 2012
2122012
Generalized core vector machines
IWH Tsang, JTY Kwok, JM Zurada
IEEE Transactions on Neural Networks 17 (5), 1126-1140, 2006
2092006
Maximum margin clustering made practical
K Zhang, IW Tsang, JT Kwok
IEEE Transactions on Neural Networks 20 (4), 583-596, 2009
2062009
Sparse Representation with Kernels
S Gao, IWH Tsang, LT Chia
IEEE Transactions on Image Processing, 2013
1972013
Region-based saliency detection and its application in object recognition
Z Ren, S Gao, LT Chia, IWH Tsang
IEEE Transactions on Circuits and Systems for Video Technology 24 (5), 769-779, 2013
1882013
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