Monograph
1. Vaidya, J., Clifton, C. and Zhu, M. (2005). Privacy Preserving Data Mining.
Advances in Information Security Vol.19. Springer-Verlag.
Published and Accepted
2 Zhu, Y. and Wu, C.F.J. (2005). Structure Function for General
s^{l-m} Design and Blocked Regular (s^{l-m}, s^r) Design and
their Complementary Designs (PDF).
Statistica Sinica. To Appear.
3. Zhu, Y. and Zeng, P. (2005). Fourier Methods for Estimating the
Central Subspace and the Central Mean Subspace in Regression(PDF).
Journal of the American Statistical Association. Accepted.
4. Zhu, Y. and Zeng, P. (2005). Optimal Compound Orthogonal Arrays
and Single Arrays for Robust Parameter Design Experiments(PDF).
Technometrics. Accepted.
5. Zhong, W., Peng, Z., Ma, P., Liu, J.S. and Zhu, Y. (2005). RSIR:
Regularized Sliced Inverse Regression for Motif Discovery(PDF).
Bioinformatics. To Appear in Print.
6. Liu, L. and Zhu, Y. (2004). A Partial Projected Gradient Algorithm for
Calculating Nonparametric Maximum Likelihood Estimates of Mixing
Distributions(PDF).
Journal of Statistical Planning and Inferences. Accepted.
7. Zhu, Y. and Zeng, P. (2005). On the Coset Pattern Matrices and
Minimum M-Aberration of 2^{n-p} Designs.(PDF)
Statistica Sinica. Vol.15, 717-730.
8. Lin, X., Clifton, C., and Zhu, M. (2005). Privacy Preserving
Clustering with Distributed EM Mixture Modeling(LINK).
Knowledge and Information Systems, An International Journal. Vol.8,
No.1, 68-81.
9. Feng, R., Cai, L., and Zhu, Y. (2004). An Empirical Investigation
of Attitude to Long-Haul Pleasure Travel Need Recognition.
Journal of Travel and Tourism Marketing(DOC).
To Appear.
10. Zhu, Y. and Liu, L. (2004). Optimal Randomization for Privacy
Preserving Data Mining(LINK).
In KDD '04: Proceedings of the Tenth ACM SIGKDD International
Conference on Knowledge Discovery and Data Mining. 761-766.
11. Lin, X. and Zhu, Y. (2004). A Degenerate Expectation-Maximization
Algorithm for Local Dimension Reduction(PDF).
In Proceedings of the 2004 meeting of International Federation of
Classification Society. 259-269.
12. Zhu, Y. (2003). Structure Function for Aliasing Patterns in
2^{l-n} Design with Multiple Groups of Factors(LINK).
The Annals of Statistics. Vol. 31, No. 3, 995-1011.
13. Wu, C.F.J. and Zhu, Y. (2003). Optimal Selection of Single Arrays for
Parameter Design Experiments(LINK).
Statistica Sinica. Vol. 12, No. 4, 1179-1199.
14. Clifton, C., Kantarcioglu, M., Lin, X., Vaidya, J. and Zhu,Y. (2002).
Tools for Privacy Preserving Distributed Data Mining(PDF).
SIGKDD Explorations. Vol.4, No.2, 28-34.
Submitted or In Preparation
15. Lin, X. and Zhu, Y. (2005). Using Mixture of Factor Analyzers with Dynamic
Model Selection for High Dimensional Clustering.
16. Zhu, Y. and Zeng, P. (2005). Estimating Central Subspaces without
Distributional Constraints on Predictors in High-Dimensional Regression.
17. Zhu, Y. and Liu, L. (2005). Penalized Nonparametric Maximum Likelihood
Estimation of Mixing Distributions.