Ivy Profile

Academic History

• Ph.D., Information & Decision Science, Carnegie Mellon University, Pittsburgh, PA, 1995

• MS, Computer Science, Chinese Academy of Sciences, Beijing, PR China

Expertise

• Business Analytics

• Health Informatics

• Decision Support Systems

Selected Publications

• Park, Y.W., Kim, J., & Zhu, D. (2024) "Discordance Minimization-based Imputation Algorithms for Missing Values in Rating Data", Machine Learning, 113:241-279. Link to Paper

• Yin, M., Zhu, K., Xiao, H., Zhu, D., & Jiang, J. (2022) "Deep Neural Network Ensembles for Detecting Self-Admitted Technical Debt", Journal of Intelligent & Fuzzy Systems, 43 (1):95-105. Link to Paper

• Shi, S., Li, J., Zhu, D., Yang, F., & Xu, Y. (2023) "A Hybrid Imbalanced Classification Model Based on Data Density", Information Sciences, 624:50-67. Link to Paper

• Zhu, K., Yin, M., Zhu, D., Zhang, X., Gao, C., & Jiang, J. (2023) "SCGRU: A general approach for identifying multiple classes of self-admitted technical debt with text generation oversampling", Journal of Systems and Software, 195Link to Paper

• Li, Y. J., Hoffman, E., & Zhu, D. (2022) "Should firms pay for online brand communities: Using lead user theory in analyzing two contrasting cases", Decision Support Systems, 155:113729. Link to Paper

• Yin, M., Tian, J., Zhu, D., Wang, Y., & Jiang, J. (2024) "A data-driven distributed process monitoring method for industry manufacturing systems", Transactions of The Institute of Measurement and Control, 46 (7):1296 - 1316. Link to Paper