 | 2012 |
| 17 |  | X. Rong Li,
Zhanlue Zhao,
Xiao-Bai Li:
Evaluation of Estimation Algorithms: Credibility Tests.
IEEE Transactions on Systems, Man, and Cybernetics, Part A 42(1): 147-163 (2012) |
| 2011 |
| 16 |  | Xiao-Bai Li,
Sumit Sarkar:
Protecting Privacy Against Regression Attacks in Predictive Data Mining.
ICIS 2011 |
| 2010 |
| 15 |  | Xiao-Bai Li,
Sumit Sarkar:
Data Clustering and Micro-perturbation for Privacy-Preserving Data Sharing and Analysis.
ICIS 2010: 58 |
| 2009 |
| 14 |  | Xiao-Bai Li,
Luvai F. Motiwalla:
For sale by owner online: who gets the saved commission?
Commun. ACM 52(2): 110-114 (2009) |
| 13 |  | Dan Zhu,
Xiao-Bai Li,
Shuning Wu:
Identity disclosure protection: A data reconstruction approach for privacy-preserving data mining.
Decision Support Systems 48(1): 133-140 (2009) |
| 12 |  | Xiao-Bai Li:
A Bayesian Approach for Estimating and Replacing Missing Categorical Data.
J. Data and Information Quality 1(1): (2009) |
| 11 |  | Xiao-Bai Li,
Sumit Sarkar:
Against Classification Attacks: A Decision Tree Pruning Approach to Privacy Protection in Data Mining.
Operations Research 57(6): 1496-1509 (2009) |
| 2008 |
| 10 |  | Xiao-Bai Li,
Varghese S. Jacob:
Adaptive data reduction for large-scale transaction data.
European Journal of Operational Research 188(3): 910-924 (2008) |
| 2007 |
| 9 |  | Dan Zhu,
Shuning Wu,
Xiao-Bai Li:
Identity Disclosure Protection: A Data Reconstruction Approach for Preserving Privacy in Data Mining.
ICIS 2007: 109 |
| 2006 |
| 8 |  | Xiao-Bai Li,
Sumit Sarkar:
A Tree-Based Data Perturbation Approach for Privacy-Preserving Data Mining.
IEEE Trans. Knowl. Data Eng. 18(9): 1278-1283 (2006) |
| 7 |  | Xiao-Bai Li,
Sumit Sarkar:
Privacy Protection in Data Mining: A Perturbation Approach for Categorical Data.
Information Systems Research 17(3): 254-270 (2006) |
| 2005 |
| 6 |  | Xiao-Bai Li:
A scalable decision tree system and its application in pattern recognition and intrusion detection.
Decision Support Systems 41(1): 112-130 (2005) |
| 2004 |
| 5 |  | Xiao-Bai Li,
Sumit Sarkar:
A Data Perturbation Approach to Privacy Protection in Data Mining.
ICIS 2004: 995-1008 |
| 4 |  | Zhonglei Yuan,
Xiao-Bai Li,
Jin Chen:
OBDMS - A Document Management System.
PACIS 2004: 73 |
| 2003 |
| 3 |  | Xiao-Bai Li,
James R. Sweigart,
James T. C. Teng,
Joan M. Donohue,
Lori A. Thombs,
S. M. Wang:
Multivariate decision trees using linear discriminants and tabu search.
IEEE Transactions on Systems, Man, and Cybernetics, Part A 33(2): 194-205 (2003) |
| 2001 |
| 2 |  | Xiao-Bai Li,
James R. Sweigart,
James T. C. Teng,
Joan M. Donohue,
Lori A. Thombs:
A Dynamic Programming Based Pruning Method for Decision Trees.
INFORMS Journal on Computing 13(4): 332-344 (2001) |
| 1999 |
| 1 |  | Xiao-Bai Li,
Gary R. Reeves:
A multiple criteria approach to data envelopment analysis.
European Journal of Operational Research 115(3): 507-517 (1999) |