Dr. Yi Tan Assistant Professor, College of Business Contact 301 Sparkman DriveBusiness Administration BuildingRoom 363Huntsville, AL 35899 Campus Map 256.824.6671yi.tan@uah.edu Biography Curriculum Vitae Education 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 Honors & Awards John O. Tollefson Best Paper Award University of Kansas, 2020 Expertise SAS R MATLAB SQL STATA HUGIN GAMS AMPL Arena Crystal Ball Recent Publications Tan, Y., Shenoy, P.P., Chan, M.W., and Romberg, P.M.(2016): On construction of hybrid logistic regression-naïve Bayes model for classification. In Proceedings of Machine Learning Research: Conference on Probabilistic Graphical Models (Vol. 52. pp. 523-534). 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. Tan, Y., Xi, Y., and Arikan, M.: Politics and inventory: An empirical examination of the impact on inventories of CEO political ideology alignment with the US President’s party. To be submitted to Manufacturing & Service Operations Management in Spring 2021. Tan, Y., Shenoy, P. P., and Sherwood, B.: A naïve Bayes penalized logistic regression model for classification. To be submitted to Journal of Machine Learning Research in Spring 2021. Tan, Y., Shenoy, P.P., Sherwood, B., Gaddy, M., Oehlert, M., and Shenoy, C.: A new Bayesian network-based approach for PTSD detection. To be submitted to Journal on Computing in Spring 2021. Li, L, Yang, J., Tan, Y., Li, X., Lin, Y.: Influence mechanism of online Word-of-Mouth on purchase decisions: a deep learning approach.
