Ali Tosyali
Assistant Professor
Ali Tosyali
Assistant Professor
Bio
Ali Tosyali is an Assistant Professor of Management Information Systems in RIT’s Saunders College of Business. His research interests lie at the intersection of network science, machine learning, and information systems, with applications in financial services analytics, social network analysis, healthcare analytics, digital platforms, and business analytics. His research has been published in the Proceedings of the National Academy of Sciences (PNAS), Journal of Management Information Systems (JMIS), IEEE Transactions on Engineering Management, and International Journal of Production Research, among other journals.
Select Scholarship
See my Google Scholar for all publications.
Tutun, S., Topuz, K., Tosyali, A., Bhattacherjee, A., & Li, G. (forthcoming). Explainable artificial intelligence for mental disorder screening: A computational design science approach. Journal of Management Information Systems.
Xie, Y., Wang, T., Jeong, Y. S., Tosyali, A., & Jeong, M. K. (2024). True sparse PCA for reducing the number of essential sensors in virtual metrology. International Journal of Production Research, 62(6), 2142-2157.
He, S., Hollenbeck, B., Overgoor, G., Proserpio, D., & Tosyali, A. (2022). Detecting fake-review buyers using network structure: Direct evidence from Amazon. Proceedings of the National Academy of Sciences, 119(47), e2211932119.
Tosyali, A., Kim, J., Choi, J., Kang, Y., & Jeong, M. K. (2020). New node anomaly detection algorithm based on nonnegative matrix factorization for directed citation networks. Annals of Operations Research, 288(1), 457-474.
Choi, J., Tosyali, A., Kim, B., Lee, H. S., & Jeong, M. K. (2019). A novel method for identifying competitors using a financial transaction network. IEEE Transactions on Engineering Management, 69(4), 845-860.
Tosyali, A., Kim, J., Choi, J., & Jeong, M. K. (2019). Regularized asymmetric nonnegative matrix factorization for clustering in directed networks. Pattern Recognition Letters, 125, 750-757.
Rodriguez, A., Tosyali, A., Kim, B., Choi, J., Lee, J. M., Coh, B. Y., & Jeong, M. K. (2016). Patent clustering and outlier ranking methodologies for attributed patent citation networks for technology opportunity discovery. IEEE Transactions on Engineering Management, 63(4), 426-437.