Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach
Lixin Duan, Dong Xu, Tsang, I. W.
Published in IEEE transaction on neural networks and learning systems (01.03.2012)
Published in IEEE transaction on neural networks and learning systems (01.03.2012)
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Journal Article
Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering
Feiping Nie, Zinan Zeng, Tsang, I. W., Dong Xu, Changshui Zhang
Published in IEEE transactions on neural networks (01.11.2011)
Published in IEEE transactions on neural networks (01.11.2011)
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Journal Article
Efficient Multitemplate Learning for Structured Prediction
Qi Mao, Tsang, I. W-H
Published in IEEE transaction on neural networks and learning systems (01.02.2013)
Published in IEEE transaction on neural networks and learning systems (01.02.2013)
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Journal Article
Fusing images with different focuses using support vector machines
Shutao Li, Kwok, J.T.-Y., Tsang, I.W.-H., Yaonan Wang
Published in IEEE transactions on neural networks (01.11.2004)
Published in IEEE transactions on neural networks (01.11.2004)
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Journal Article
Domain Transfer Multiple Kernel Learning
Lixin Duan, Tsang, I. W., Dong Xu
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2012)
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2012)
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Journal Article
Sparse Representation With Kernels
Shenghua Gao, Tsang, I. W., Liang-Tien Chia
Published in IEEE transactions on image processing (01.02.2013)
Published in IEEE transactions on image processing (01.02.2013)
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Journal Article
Soft Margin Multiple Kernel Learning
Xinxing Xu, Tsang, I. W., Dong Xu
Published in IEEE transaction on neural networks and learning systems (01.05.2013)
Published in IEEE transaction on neural networks and learning systems (01.05.2013)
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Journal Article
A Feature Selection Method for Multivariate Performance Measures
Qi Mao, Tsang, I. W-H
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2013)
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2013)
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Journal Article
Laplacian Embedded Regression for Scalable Manifold Regularization
Lin Chen, Tsang, I. W., Dong Xu
Published in IEEE transaction on neural networks and learning systems (01.06.2012)
Published in IEEE transaction on neural networks and learning systems (01.06.2012)
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Journal Article
Local features are not lonely - Laplacian sparse coding for image classification
Shenghua Gao, Tsang, I W, Liang-Tien Chia, Peilin Zhao
Published in 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (01.06.2010)
Published in 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (01.06.2010)
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Conference Proceeding
Tag-Based Image Retrieval Improved by Augmented Features and Group-Based Refinement
Lin Chen, Dong Xu, Tsang, I. W., Jiebo Luo
Published in IEEE transactions on multimedia (01.08.2012)
Published in IEEE transactions on multimedia (01.08.2012)
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Journal Article
Transductive Ordinal Regression
Chun-Wei Seah, Tsang, I. W., Yew-Soon Ong
Published in IEEE transaction on neural networks and learning systems (01.07.2012)
Published in IEEE transaction on neural networks and learning systems (01.07.2012)
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Journal Article
Visual event recognition in videos by learning from web data
Lixin Duan, Dong Xu, Tsang, I W, Jiebo Luo
Published in 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (01.06.2010)
Published in 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (01.06.2010)
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Conference Proceeding
An evolutionary search paradigm that learns with past experiences
Liang Feng, Yew-Soon Ong, Tsang, I. W-H, Ah-Hwee Tan
Published in 2012 IEEE Congress on Evolutionary Computation (01.06.2012)
Published in 2012 IEEE Congress on Evolutionary Computation (01.06.2012)
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Conference Proceeding
Pareto Rank Learning in Multi-objective Evolutionary Algorithms
Chun-Wei Seah, Yew-Soon Ong, Tsang, I. W., Siwei Jiang
Published in 2012 IEEE Congress on Evolutionary Computation (01.06.2012)
Published in 2012 IEEE Congress on Evolutionary Computation (01.06.2012)
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Conference Proceeding
Maximum Penalized Likelihood Kernel Regression for Fast Adaptation
Mak, B.K.-W., Tsz-Chung Lai, Tsang, I.W., Kwok, J.T.-Y.
Published in IEEE transactions on audio, speech, and language processing (01.09.2009)
Published in IEEE transactions on audio, speech, and language processing (01.09.2009)
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Journal Article