Defeng Wang

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Eric C. C. Tsang

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Publications

2007
[j7]
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Daniel S. Yeung, Defeng Wang, Wing W. Y. Ng, Eric C. C. Tsang, Xizhao Wang:
Structured large margin machines: sensitive to data distributions. Mach. Learn. 68(2): 171-200 (2007)
[j6]
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Defeng Wang, Lin Shi, Daniel S. Yeung, Eric C. C. Tsang, Pheng-Ann Heng:
Ellipsoidal support vector clustering for functional MRI analysis. Pattern Recognit. 40(10): 2685-2695 (2007)
[j5]
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  - journals/soco/NgYWTW07
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Wing W. Y. Ng, Daniel S. Yeung, Defeng Wang, Eric C. C. Tsang, Xizhao Wang:
Localized Generalization Error of Gaussian-based Classifiers and Visualization of Decision Boundaries. Soft Comput. 11(4): 375-381 (2007)
[j4]
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Daniel S. Yeung, Wing W. Y. Ng, Defeng Wang, Eric C. C. Tsang, Xizhao Wang:
Localized Generalization Error Model and Its Application to Architecture Selection for Radial Basis Function Neural Network. IEEE Trans. Neural Networks 18(5): 1294-1305 (2007)
[j3]
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Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang:
Weighted Mahalanobis Distance Kernels for Support Vector Machines. IEEE Trans. Neural Networks 18(5): 1453-1462 (2007)
[c4]
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  - conf/sysose/WangYT07
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Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang:
Sample Reduction for SVMs via Data Structure Analysis. SoSE 2007: 1-6
2006
[j2]
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  - journals/tsmc/WangYT06
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Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang:
Structured One-Class Classification. IEEE Trans. Syst. Man Cybern. Part B 36(6): 1283-1295 (2006)
[c3]
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  - conf/smc/ChanWTY06
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Patrick P. K. Chan, Defeng Wang, Eric C. C. Tsang, Daniel S. Yeung:
Structured Large Margin Machine Ensemble. SMC 2006: 840-844
2005
[c2]
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  - conf/complife/WangYTS05
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Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang, Lin Shi:
Gene Selection Through Sensitivity Analysis of Support Vector Machines. CompLife 2005: 117-127
[c1]
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  - conf/miccai/WangSYHWT05
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Defeng Wang, Lin Shi, Daniel S. Yeung, Pheng-Ann Heng, Tien-Tsin Wong, Eric C. C. Tsang:
Support Vector Clustering for Brain Activation Detection. MICCAI 2005: 572-579

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