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Defeng Wang, Ph.D. - Publications

Affiliations: 
2006 Hong Kong Polytechnic University (Hong Kong) 
Area:
Computer Science
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11 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2007 Wang D, Yeung DS, Tsang EC. Weighted mahalanobis distance kernels for support vector machines. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 18: 1453-62. PMID 18220193 DOI: 10.1109/TNN.2007.895909  0.535
2007 Yeung DS, Ng WW, Wang D, Tsang EC, Wang XZ. 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. PMID 18220181 DOI: 10.1109/Tnn.2007.894058  0.535
2007 Wang D, Yeung DS, Tsang ECC. Sample reduction for SVMs via data structure analysis 2007 Ieee International Conference On System of Systems Engineering, Sose. DOI: 10.1109/SYSOSE.2007.4304333  0.487
2007 Chan PPK, Wang D, Tsang ECC, Yeung DS. Structured large margin machine ensemble Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 1: 840-844. DOI: 10.1109/ICSMC.2006.384493  0.532
2007 Wang D, Shi L, Yeung DS, Tsang EC, Ann Heng P. Ellipsoidal support vector clustering for functional MRI analysis Pattern Recognition. 40: 2685-2695. DOI: 10.1016/J.Patcog.2007.01.017  0.483
2007 Yeung DS, Wang D, Ng WWY, Tsang ECC, Wang X. Structured large margin machines: sensitive to data distributions Machine Learning. 68: 171-200. DOI: 10.1007/S10994-007-5015-9  0.563
2006 Wang D, Yeung DS, Tsang EC. 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. PMID 17186805 DOI: 10.1109/TSMCB.2006.876189  0.493
2006 Ng WWY, Yeung DS, Wang D, Tsang ECC, Wang X. Localized Generalization Error of Gaussian-based Classifiers and Visualization of Decision Boundaries Soft Computing. 11: 375-381. DOI: 10.1007/s00500-006-0092-4  0.43
2005 Wang D, Shi L, Yeung DS, Tsang EC. 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. PMID 17281602 DOI: 10.1109/IEMBS.2005.1615832  0.455
2005 Wang D, Shi L, Yeung DS, Heng PA, Wong TT, Tsang EC. 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. PMID 16685892  0.501
2005 Wang D, Yeung DS, Tsang ECC, Shi L. Gene selection through sensitivity analysis of support vector machines Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3695: 117-127. DOI: 10.1007/11560500_11  0.523
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