Use of data mining techniques to classify length of stay of emergency department patients. - Görkem Sariyer; Ceren Ocal Tasar; Gizem Ersoy Cepe (Bio Algorithms Med Syst., 2019)

Highlighting the rules between diagnosis types and laboratory diagnostic tests for patients of an emergency department: Use of association rule mining. - Görkem Sariyer; Ceren Ocal Tasar (Health Informatics J., 2020)

Predicting cost of defects for segmented products and customers using ensemble learning. - Görkem Sariyer; Sachin Kumar Mangla; Yigit Kazançoglu; Lei Xu; Ceren Ocal Tasar (Comput. Ind. Eng., 2022)

Big data analytics and the effects of government restrictions and prohibitions in the COVID-19 pandemic on emergency department sustainable operations. - Görkem Sariyer; Mustafa Gokalp Ataman; Sachin Kumar Mangla; Yigit Kazançoglu; Manoj Dora (Ann. Oper. Res., 2023)

A hybrid Bayesian approach for assessment of industry 4.0 technologies towards achieving decarbonization in manufacturing industry. - Devesh Kumar; Gunjan Soni; Fauzia Jabeen; Neeraj Kumar Tiwari; Görkem Sariyer; Bharti Ramtiyal (Comput. Ind. Eng., 2024)

Data analytics for quality management in Industry 4.0 from a MSME perspective. - Görkem Sariyer; Sachin Kumar Mangla; Yigit Kazançoglu; Ceren Ocal Tasar; Sunil Luthra (Ann. Oper. Res., 2025)

LLM-based embeddings for clustering and predicting integrated reporting quality levels of companies. - Mert Sarioglu; Görkem Sariyer; Mert Erkan Sozen (Discov. Comput., 2025)