Dr. Yi Tan

Assistant Professor, College of Business

Contact

301 Sparkman Drive
Business Administration Building
Room 363
Huntsville, AL 35899
Campus Map

Ph.D., in Analytics, Information, and Operations Management, University of Kansas
M.S., in Business Analytics, University of Cincinnati
B.S., in Statistics, Wuhan University

Huang, W., Wang, Z., Bao, Y., Tan, Y., Yeung, A. C. (2026): Do More Services Lead to Better Buyer-supplier Relationships? The Unintended Consequence of Manufacturing Firms Providing Customer Solutions. Accept at Production and Operations Management.
Pham, H., Arwade, G., Tan, Y., Bhatt, P., Pavlopoulos V. (2026): Instance Selection via Weighted Dimensional Reduction and Adaptive Stratified Clustering for Balanced and Imbalanced Data. Accept at Journal of Classification.
Pham, H., Bhatt, P., Pavlopoulos, V., Tan, Y., & Patnayakuni, R. (2026). A Comparative Study of Convolutional Neural Networks and Vision Transformers for Agricultural Image Classification. Journal of Database Management, 36(1), 1-27.

Tan, Y., Orman, W. H., Pavlopoulos, V., Pham, H., & Patnayakuni, R. (2026).Transforming Student Data Into Timely Interventions: A Dynamic Bayesian Network Decision Support System. International Journal of Knowledge Management, 22(1), 1-27.
Tan, Y., Lu, Y., and Wang, L. (2025), Flight Delay Dynamics: Unraveling the Impact of Airport-Network-Spilled Propagation on Airline On-Time Performance. Decision Support Systems, 114494.
Geng, H., Wang, J., Su, Z., Tan, Y., and Huang S. (2024): Analysts’ initial coverage and stock price. International Review of Financial Analysis, 103870.
Pham, H., Tan, Y., Singh, T., Pavlopoulos V., and Patnayakuni, R. (2024): A multi-head attention-like feature selection approach for tabular data. Knowledge-Based Systems, 301, 112250.
Tan, Y., Shenoy, P. P., and Sherwood, B. (2024): A naïve Bayes regularized logistic regression model for low-dimensional classification. International Journal of Approximate Reasoning, 109239.
Tan, Y., Shenoy, P.P., Sherwood, B., Gaddy, M., Oehlert, M., and Shenoy, C. (2024): Bayesian network models for PTSD screening in veterans. INFORMS Journal on Computing, 36(2), 495-509.
Tan, Y., and Shenoy, P.P.(2020): A bias-variance based heuristic for constructing a hybrid logistic regression-naive Bayes model for classification. International Journal of Approximate Reasoning, 117,15-28.