Defeng Wang, Ph.D.
Affiliations: | 2006 | Hong Kong Polytechnic University (Hong Kong) |
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Computer ScienceGoogle:
"Defeng Wang"Parents
Sign in to add mentor| Daniel S. Yeung | grad student | 2006 | Hong Kong Polytechnic University (Hong Kong) | |
| (Modular structured learning: An integrated framework and its applications.) | ||||
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Publications
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| Wang D, Yeung DS, Tsang EC. (2007) Weighted mahalanobis distance kernels for support vector machines. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 18: 1453-62 |
| Yeung DS, Ng WW, Wang D, et al. (2007) Localized generalization error model and its application to architecture selection for radial basis function neural network. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 18: 1294-305 |
| Wang D, Yeung DS, Tsang ECC. (2007) Sample reduction for SVMs via data structure analysis 2007 Ieee International Conference On System of Systems Engineering, Sose |
| Chan PPK, Wang D, Tsang ECC, et al. (2007) Structured large margin machine ensemble Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 1: 840-844 |
| Wang D, Shi L, Yeung DS, et al. (2007) Ellipsoidal support vector clustering for functional MRI analysis Pattern Recognition. 40: 2685-2695 |
| Yeung DS, Wang D, Ng WWY, et al. (2007) Structured large margin machines: sensitive to data distributions Machine Learning. 68: 171-200 |
| Wang D, Yeung DS, Tsang EC. (2006) Structured one-class classification. Ieee Transactions On Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the Ieee Systems, Man, and Cybernetics Society. 36: 1283-95 |
| Ng WWY, Yeung DS, Wang D, et al. (2006) Localized Generalization Error of Gaussian-based Classifiers and Visualization of Decision Boundaries Soft Computing. 11: 375-381 |
| Wang D, Shi L, Yeung DS, et al. (2005) Nonlinear Canonical Correlation Analysis of fMRI Signals Using HDR Models. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 6: 5896-9 |
| Wang D, Shi L, Yeung DS, et al. (2005) Support vector clustering for brain activation detection. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 8: 572-9 |