2008 |
29 | EE | Zhihua Zhang,
Michael I. Jordan,
Dit-Yan Yeung:
Posterior Consistency of the Silverman g-prior in Bayesian Model Choice.
NIPS 2008: 1969-1976 |
2007 |
28 | EE | Zhihua Zhang,
Gang Wu,
Edward Y. Chang:
Semiparametric Regression Using Student t Processes.
IEEE Transactions on Neural Networks 18(6): 1572-1588 (2007) |
27 | EE | Zhihua Zhang:
Measures, densities and diameters of frequency bands of scaling functions and wavelets.
Journal of Approximation Theory 148(2): 128-147 (2007) |
26 | EE | Zhihua Zhang,
James T. Kwok,
Dit-Yan Yeung:
Surrogate maximization/minimization algorithms and extensions.
Machine Learning 69(1): 1-33 (2007) |
2006 |
25 | EE | Ankur Jain,
Zhihua Zhang,
Edward Y. Chang:
Adaptive non-linear clustering in data streams.
CIKM 2006: 122-131 |
24 | EE | Zhihua Zhang,
Hiroshi Sato:
Design Object Modeling Based on Designer's Creation Idea for Design Support of Conceptual Stage of Architectural Design.
CIT 2006: 271 |
23 | EE | Zhihua Zhang,
Michael I. Jordan:
Bayesian Multicategory Support Vector Machines.
UAI 2006 |
22 | EE | Yong Zhang,
Shaojuan Li,
Geir Skogerbø,
Zhihua Zhang,
Xiaopeng Zhu,
Zefeng Zhang,
Shiwei Sun,
Hongchao Lu,
Baochen Shi,
Runsheng Chen:
Phylophenetic properties of metabolic pathway topologies as revealed by global analysis.
BMC Bioinformatics 7: 252 (2006) |
21 | EE | Zhihua Zhang,
James T. Kwok,
Dit-Yan Yeung:
Model-based transductive learning of the kernel matrix.
Machine Learning 63(1): 69-101 (2006) |
20 | EE | Tao Wu,
Jie Wang,
Changning Liu,
Yong Zhang,
Baochen Shi,
Xiaopeng Zhu,
Zhihua Zhang,
Geir Skogerbø,
Lan Chen,
Hongchao Lu,
Yi Zhao,
Runsheng Chen:
NPInter: the noncoding RNAs and protein related biomacromolecules interaction database.
Nucleic Acids Research 34(Database-Issue): 150-152 (2006) |
2005 |
19 | EE | Gang Wu,
Edward Y. Chang,
Zhihua Zhang:
Learning with non-metric proximity matrices.
ACM Multimedia 2005: 411-414 |
18 | EE | Zhihua Zhang:
Weld Joint Modeling and Representation on Assembly Structure for Knowledge-Based Design Support Systems.
CIT 2005: 881-887 |
17 | EE | Gang Wang,
Zhihua Zhang,
Frederick H. Lochovsky:
Annealed Discriminant Analysis.
ECML 2005: 449-460 |
16 | EE | Gang Wang,
Hui Zhang,
Zhihua Zhang,
Frederick H. Lochovsky:
A Bernoulli Relational Model for Nonlinear Embedding.
ICDM 2005: 458-465 |
15 | | Gang Wu,
Zhihua Zhang,
Edward Y. Chang:
Kronecker Factorization for Speeding up Kernel Machines.
SDM 2005 |
14 | EE | Zhihua Zhang:
Periodic wavelet frames.
Adv. Comput. Math. 22(2): 165-180 (2005) |
2004 |
13 | | Zhihua Zhang,
Kap Luk Chan,
James T. Kwok,
Dit-Yan Yeung:
Bayesian Inference on Principal Component Analysis Using Reversible Jump Markov Chain Monte Carlo.
AAAI 2004: 372-377 |
12 | EE | Zhihua Zhang,
Isao Nagasawa:
Object Modeling and Design Knowledge Processing Based-On Assembly Structure in Manufacturing Design of Welding Vessels.
CIT 2004: 1052-1057 |
11 | EE | Zhihua Zhang,
Dit-Yan Yeung,
James T. Kwok:
Bayesian inference for transductive learning of kernel matrix using the Tanner-Wong data augmentation algorithm.
ICML 2004 |
10 | EE | Zhihua Zhang,
James T. Kwok,
Dit-Yan Yeung:
Surrogate maximization/minimization algorithms for AdaBoost and the logistic regression model.
ICML 2004 |
9 | EE | Yong Zhang,
Zhihua Zhang,
Lunjiang Ling,
Baochen Shi,
Runsheng Chen:
Conservation analysis of small RNA genes in Escherichia coli.
Bioinformatics 20(5): 599-603 (2004) |
8 | EE | Zhihua Zhang,
Kap Luk Chan,
Yiming Wu,
Chibiao Chen:
Learning a multivariate Gaussian mixture model with the reversible jump MCMC algorithm.
Statistics and Computing 14(4): 343-355 (2004) |
2003 |
7 | EE | Lei Wang,
Kap Luk Chan,
Zhihua Zhang:
Bootstrapping SVM Active Learning by Incorporating Unlabelled Images for Image Retrieval.
CVPR (1) 2003: 629-634 |
6 | | Zhihua Zhang:
Learning Metrics via Discriminant Kernels and Multidimensional Scaling: Toward Expected Euclidean Representation.
ICML 2003: 872-879 |
5 | | Zhihua Zhang,
James T. Kwok,
Dit-Yan Yeung:
Parametric Distance Metric Learning with Label Information.
IJCAI 2003: 1450- |
4 | EE | Zhihua Zhang,
Chibiao Chen,
Jian Sun,
Kap Luk Chan:
EM algorithms for Gaussian mixtures with split-and-merge operation.
Pattern Recognition 36(9): 1973-1983 (2003) |
3 | EE | Yong Huang,
Kap Luk Chan,
Zhihua Zhang:
Texture classification by multi-model feature integration using Bayesian networks.
Pattern Recognition Letters 24(1-3): 393-401 (2003) |
2002 |
2 | | Zhihua Zhang,
Isao Nagasawa,
M. Mochizuki,
H. Yamaguchi,
Masanobu Umeda:
An Application of Assembly Structure in Welding Estimate of Welding Object in Manufacturing Design.
Intelligent Information Processing 2002: 311-314 |
2000 |
1 | EE | Nanning Zheng,
Zhihua Zhang,
Haibing Zheng,
Shi Gang:
Deterministic Annealing Learning of the Radial Basis Function Nets for Improving the Regression Ability of RBF Network.
IJCNN (3) 2000: 601-607 |