Patent clustering and outlier ranking methodologies for attributed patent citation networks for technology opportunity discovery A Rodriguez, A Tosyali, B Kim, J Choi, JM Lee, BY Coh, MK Jeong IEEE Transactions on Engineering Management 63 (4), 426-437, 2016 | 50 | 2016 |
Detecting fake-review buyers using network structure: Direct evidence from Amazon S He, B Hollenbeck, G Overgoor, D Proserpio, A Tosyali Proceedings of the National Academy of Sciences 119 (47), e2211932119, 2022 | 16 | 2022 |
Regularized asymmetric nonnegative matrix factorization for clustering in directed networks A Tosyali, J Kim, J Choi, MK Jeong Pattern Recognition Letters 125, 750-757, 2019 | 16 | 2019 |
New node anomaly detection algorithm based on nonnegative matrix factorization for directed citation networks A Tosyali, J Kim, J Choi, Y Kang, MK Jeong Annals of Operations Research 288 (1), 457-474, 2020 | 12 | 2020 |
A novel method for identifying competitors using a financial transaction network J Choi, A Tosyali, B Kim, H Lee, MK Jeong IEEE Transactions on Engineering Management 69 (4), 845-860, 2019 | 12 | 2019 |
As a supply chain financing source, trade credit and bank credit relationship during financial crises from clustering point of view C Sevim, A Ekiyor, A Tosyali International Business Research 9 (4), 45-57, 2016 | 9 | 2016 |
Artificial intelligence in energy industry: forecasting electricity consumption through cohort intelligence & adaptive neural fuzzy inference system S Tutun, A Tosyali, H Sangrody, M Khasawneh, M Johnson, A Albizri, ... Journal of Business Analytics 6 (1), 59-76, 2023 | 6 | 2023 |
Data-driven gantry health monitoring and process status identification based on texture extraction A Tosyali, R Song, W Guo, A Abolhassani, R Kalamdani Journal of Computing and Information Science in Engineering 21 (1), 011003, 2021 | 5 | 2021 |
True sparse PCA for reducing the number of essential sensors in virtual metrology Y Xie, T Wang, YS Jeong, A Tosyali, MK Jeong International Journal of Production Research 62 (6), 2142-2157, 2024 | 2 | 2024 |
A dynamic graph-based approach to ranking firms for identifying key players using inter-firm transactions A Tosyali, J Choi, B Kim, H Lee, MK Jeong Annals of Operations Research 303 (1), 5-27, 2021 | 2 | 2021 |
A Novel Similarity-Based Link Prediction Approach for Transaction Networks Y Yu, A Tosyali, J Baek, MK Jeong IEEE Transactions on Engineering Management 71, 981-992, 2022 | 1 | 2022 |
A node-based index for clustering validation of graph data A Tosyali, B Tavakkol Annals of Operations Research, 1-25, 2021 | 1 | 2021 |
Robust asymmetric non-negative matrix factorization for clustering nodes in directed networks Y Yu, J Baek, A Tosyali, MK Jeong Annals of Operations Research, 1-21, 2024 | | 2024 |
MDScan Explainable AI Artifact for Screening and Monitoring Mental Disorders S Tutun, G Li, A Bhattacherjee, K Topuz, A Tosyali IISE Annual Conference and Expo, 2023 | | 2023 |
MDSCAN: AN EXPLAINABLE ARTIFICIAL INTELLIGENCE ARTIFACT FOR MENTAL HEALTH SCREENING S Tutun, A Bhattacherjee, K Topuz, A Tosyali, G Li European Conference on Information Systems, 2023 | | 2023 |
Development of Advanced Data Mining Algorithms for the Analysis of Directed Networks A Tosyali Rutgers The State University of New Jersey, School of Graduate Studies, 2019 | | 2019 |
Characterization of Model-Based Uncertainties in Incompressible Turbulent Flows by Machine Learning M Usta, A Tosyali ASME International Mechanical Engineering Congress and Exposition 52101 …, 2018 | | 2018 |