Xiao-Bai Li

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 14

Top Topics

Top Venues

Decis. Support Syst.

ACM Trans. Manag. Inf. Syst.

Publications

Xiaoping Liu, Xiao-Bai Li, Sumit Sarkar
Cost-Restricted Feature Selection for Data Acquisition. Manag. Sci. 69 (7) (2023)
Xiao-Bai Li, Xiaoping Liu, Luvai Motiwalla
Valuing Personal Data with Privacy Consideration. Decis. Sci. 52 (2) (2021)
Juheng Zhang, Xiaoping Liu, Xiao-Bai Li
Predictive Analytics with Strategically Missing Data. INFORMS J. Comput. 32 (4) (2020)
Hasan B. Kartal, Xiao-Bai Li
Protecting Privacy When Sharing and Releasing Data with Multiple Records per Person. J. Assoc. Inf. Syst. 21 (6) (2020)
Hasan B. Kartal, Xiaoping Liu, Xiao-Bai Li
Differential Privacy for the Vast Majority. ACM Trans. Manag. Inf. Syst. 10 (2) (2019)
Xiao-Bai Li, Jialun Qin
Protecting Privacy When Releasing Search Results from Medical Document Data. HICSS (2018)
Hasan B. Kartal, Xiao-Bai Li
Protecting Privacy When Releasing Query Results with Multiple Records Per Person. ICIS (2018)
Qiyuan Gong, Junzhou Luo, Ming Yang, Weiwei Ni, Xiao-Bai Li
Anonymizing 1: M microdata with high utility. Knowl. Based Syst. 115 (2017)
Xiao-Bai Li, Jialun Qin
Anonymizing and Sharing Medical Text Records. Inf. Syst. Res. 28 (2) (2017)
Luvai F. Motiwalla, Xiao-Bai Li
Unveiling consumers' privacy paradox behaviour in an economic exchange. Int. J. Bus. Inf. Syst. 23 (3) (2016)
Xiaoping Liu, Xiao-Bai Li, Luvai Motiwalla, Wenjun Li, Hua Zheng, Patricia D. Franklin
Preserving Patient Privacy When Sharing Same-Disease Data. ACM J. Data Inf. Qual. 7 (4) (2016)
Xiaoping Liu, Xiao-Bai Li
Data Acquisition for Business Analytics. ICIS (2016)
Xiao-Bai Li, Xiaoping Liu, Luvai Motiwalla
Valuation of Personal Information. ICIS (2015)
Xiaoping Liu, Xiao-Bai Li
Acquiring High Quality Customer Data with Low Cost. WEB (2015)
Xiao-Bai Li, Srinivasan Raghunathan
Pricing and disseminating customer data with privacy awareness. Decis. Support Syst. 59 (2014)
Xiao-Bai Li, Sumit Sarkar
Digression and Value Concatenation to Enable Privacy-Preserving Regression. MIS Q. 38 (3) (2014)
Xiao-Bai Li, Sumit Sarkar
Class-Restricted Clustering and Microperturbation for Data Privacy. Manag. Sci. 59 (4) (2013)
Luvai F. Motiwalla, Xiao-Bai Li
Developing privacy solutions for sharing and analysing healthcare data. Int. J. Bus. Inf. Syst. 13 (2) (2013)
Xiao-Bai Li, Jialun Qin
A Framework for Privacy-Preserving Medical Document Sharing. ICIS (2013)
X. Rong Li, Zhanlue Zhao, Xiao-Bai Li
Evaluation of Estimation Algorithms: Credibility Tests. IEEE Trans. Syst. Man Cybern. Part A 42 (1) (2012)
Xiao-Bai Li, Sumit Sarkar
Protecting Privacy Against Record Linkage Disclosure: A Bounded Swapping Approach for Numeric Data. Inf. Syst. Res. 22 (4) (2011)
Xiao-Bai Li, Sumit Sarkar
Protecting Privacy Against Regression Attacks in Predictive Data Mining. ICIS (2011)
Xiao-Bai Li, Sumit Sarkar
Data Clustering and Micro-perturbation for Privacy-Preserving Data Sharing and Analysis. ICIS (2010)
Xiao-Bai Li, Luvai F. Motiwalla
For sale by owner online: who gets the saved commission? Commun. ACM 52 (2) (2009)
Dan Zhu, Xiao-Bai Li, Shuning Wu
Identity disclosure protection: A data reconstruction approach for privacy-preserving data mining. Decis. Support Syst. 48 (1) (2009)
Xiao-Bai Li
Enterprise Systems for Management, L.F. Motiwalla, J.T. Pearson. Prentice Hall (2009), ISBN: 0-13-207950-X. Int. J. Inf. Manag. 29 (1) (2009)
Xiao-Bai Li, Sumit Sarkar
Against Classification Attacks: A Decision Tree Pruning Approach to Privacy Protection in Data Mining. Oper. Res. 57 (6) (2009)
Xiao-Bai Li
A Bayesian Approach for Estimating and Replacing Missing Categorical Data. ACM J. Data Inf. Qual. 1 (1) (2009)
X. Rong Li, Xiao-Bai Li
Common fallacies in applying hypothesis testing. FUSION (2008)
Xiao-Bai Li, Varghese S. Jacob
Adaptive data reduction for large-scale transaction data. Eur. J. Oper. Res. 188 (3) (2008)
Dan Zhu, Shuning Wu, Xiao-Bai Li
Identity Disclosure Protection: A Data Reconstruction Approach for Preserving Privacy in Data Mining. ICIS (2007)
Xiao-Bai Li, Sumit Sarkar
A Tree-Based Data Perturbation Approach for Privacy-Preserving Data Mining. IEEE Trans. Knowl. Data Eng. 18 (9) (2006)
Xiao-Bai Li, Sumit Sarkar
Privacy Protection in Data Mining: A Perturbation Approach for Categorical Data. Inf. Syst. Res. 17 (3) (2006)
Xiao-Bai Li
A scalable decision tree system and its application in pattern recognition and intrusion detection. Decis. Support Syst. 41 (1) (2005)
X. Rong Li, Zhanlue Zhao, Xiao-Bai Li
General model-set design methods for multiple-model approach. IEEE Trans. Autom. Control. 50 (9) (2005)
Zhonglei Yuan, Xiao-Bai Li, Jin Chen
OBDMS - A Document Management System. PACIS (2004)
Xiao-Bai Li, Sumit Sarkar
A Data Perturbation Approach to Privacy Protection in Data Mining. ICIS (2004)
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 Trans. Syst. Man Cybern. Part A 33 (2) (2003)
Xiao-Bai Li
Data reduction via adaptive sampling. Commun. Inf. Syst. 2 (1) (2002)
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 J. Comput. 13 (4) (2001)
Xiao-Bai Li, Gary R. Reeves
A multiple criteria approach to data envelopment analysis. Eur. J. Oper. Res. 115 (3) (1999)