Ali Tosyali
Ali Tosyali
2025 Submissions
Published Conference Proceedings
Varghese, B., Tosyali, A., & Hansen, S. (2025). CYBERSECURITY SHOW-AND-TELL: AN ANALYSIS OF FIRM DISCLOSURE BEHAVIOR AND THE RELEVANCE OF PRIOR DATA BREACHES. AMCIS.
Invited Article/Publication
Tutun, S., Topuz, K., Tosyali, A., Bhattacherjee, A., & Li, G. (2025). Explainable Artificial Intelligence for Mental Disorder Screening: A Computational Design Science Approach. Journal of Management Information Systems . .
2024 Submissions
Invited Article/Publication
Yu, Y., Baek, J., Tosyali, A., & Jeong, M. (2024). Robust Asymmetric Non-negative Matrix Factorization for Clustering Nodes in Directed Networks. Annals of Operations Research . .
2023 Submissions
Published Conference Proceedings
Tutun, S., Bhattacherjee, A., Topuz, K., Tosyali, A., & Li, G. (2023). MDscan: An Explainable Artificial Intelligence Artifact for Mental Health Screening. European Conference on Information Systems.
Invited Article/Publication
Xie, Y., Wang, T., Jeong, Y., Tosyali, A., & Jeong, M. (2023). True Sparse PCA for Reducing the Number of Essential Sensors in Virtual Metrology. International Journal of Production Research . .
2022 Submissions
Invited Article/Publication
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. e2211932119.
Tutun, S., Tosyali, A., Sangrody, H., Khasawneh, M., & Johnson, M. (2022). Artificial intelligence in energy industry: forecasting electricity consumption through cohort intelligence and adaptive neural fuzzy inference system. Journal of Business Analytics . .
Yu, Y., Tosyali, A., Baek, J., & Jeong, M. (2022). A novel similarity-based link prediction approach for transaction networks. IEEE Transactions on Engineering Management . .
Choi, J., Tosyali, A., Kim, B., Lee, H., & Jeong, M. (2022). A Novel Method for Identifying Competitors Using a Financial Transaction Network. IEEE Transactions on Engineering Management 69. 845-860.
2021 Submissions
Invited Article/Publication
Tosyali, A., & Tavakkol, B. (2021). A node-based index for clustering validation of graph data. Annals of Operations Research . .
Tosyali, A., Choi, J., Kim, B., Lee, H., & Jeong, M. (2021). A dynamic graph-based approach to ranking firms for identifying key players using inter-firm transactions. Annals of Operations Research . .
Tosyali, A., Song, R., Guo, W., Abolhassani, A., & Kalamdani, R. (2021). Data-Driven Gantry Health Monitoring and Process Status Identification Based on Texture Extraction. Journal of Computing and Information Science in Engineering . .
2020 Submissions
Published Conference Proceedings
Tavakkol, B., & Tosyali, A. (2020). Density-based clustering validation of uncertain data objects.. Northeast Decision Sciences Institute Annual Meeting.
Invited Article/Publication
Tosyali, A., Kim, J., Choi, J., Kang, Y., & Jeong, M. (2020). New node anomaly detection algorithm based on nonnegative matrix factorization for directed citation networks. Annals of Operations Research 288. 457-474.
2019 Submissions
Invited Article/Publication
Tosyali, A., Kim, J., Choi, J., & Jeong, M. (2019). Regularized asymmetric nonnegative matrix factorization for clustering in directed networks. Pattern Recognition Letters . .
2018 Submissions
Published Conference Proceedings
Usta, M., & Tosyali, A. (2018). Characterization of Model-Based Uncertainties in Incompressible Turbulent Flows by Machine Learning. ASME International Mechanical Engineering Congress and Exposition.
2016 Submissions
Invited Article/Publication
Rodriguez, A., Tosyali, A., Kim, B., Choi, J., & Lee, J. (2016). Patent clustering and outlier ranking methodologies for attributed patent citation networks for technology opportunity discovery. IEEE Transactions on Engineering Management . .
Sevim, C., Ekiyor, A., & Tosyali, A. (2016). As a supply chain financing source, trade credit and bank credit relationship during financial crises from clustering point of view. International Business Research . .