Serhat Simsek

According to our database, Serhat Simsek authored at least 12 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Parsimonious Tree Augmented Naive Bayes Model for Exploring Colorectal Cancer Survival Factors and Their Conditional Interrelations.

Ali Dag, Abdullah Asilkalkan, Osman T. Aydas, Musa Çaglar, Serhat Simsek, Dursun Delen

Inf. Syst. Frontiers, June, 2025

Streamlining patients' opioid prescription dosage: an explanatory bayesian model.

Abdullah Asilkalkan, Asli Z. Dag, Serhat Simsek, Osman T. Aydas, Eyyüb Y. Kibis, Dursun Delen

Ann. Oper. Res., April, 2025

A decision support framework for misstatement identification in financial reporting: A hybrid tree-augmented Bayesian belief approach.

Serhat Simsek, Ali Dag, Kristof Coussement, Eyyüb Y. Kibis, Abdullah Asilkalkan, Srinivasan Ragothaman

Decis. Support Syst., 2025

2024

An interpretable machine learning methodology to generate interaction effect hypotheses from complex datasets.

Murtaza Nasir, Nichalin S. Summerfield, Serhat Simsek, Asil Oztekin

Decis. Sci., December, 2024

2022

A probabilistic data analytics methodology based on Bayesian Belief network for predicting and understanding breast cancer survival.

Asli Z. Dag, Zumrut Akcam, Eyyüb Y. Kibis, Serhat Simsek, Dursun Delen

Knowl. Based Syst., 2022

Improving Imbalanced Machine Learning with Neighborhood-Informed Synthetic Sample Placement.

Murtaza Nasir, Ali Dag, Serhat Simsek, Anton Ivanov, Asil Oztekin

J. Manag. Inf. Syst., 2022

An interpretable decision-support systems for daily cryptocurrency trading.

Hamidreza Ahady Dolatsara, Eyyüb Y. Kibis, Musa Çaglar, Serhat Simsek, Ali Dag, Gelareh Ahadi Dolatsara, Dursun Delen

Expert Syst. Appl., 2022

Artificial intelligence in healthcare operations to enhance treatment outcomes: a framework to predict lung cancer prognosis.

Marina Johnson, Abdullah Albizri, Serhat Simsek

Ann. Oper. Res., 2022

2021

Predictive data analytics for contract renewals: a decision support tool for managerial decision-making.

Serhat Simsek, Abdullah Albizri, Marina Johnson, Tyler Custis, Stephan Weikert

J. Enterp. Inf. Manag., 2021

Developing a decision support system to detect material weaknesses in internal control.

Murtaza Nasir, Serhat Simsek, Erin Cornelsen, Srinivasan Ragothaman, Ali Dag

Decis. Support Syst., 2021

2020

A hybrid data mining approach for identifying the temporal effects of variables associated with breast cancer survival.

Serhat Simsek, Ugur Kursuncu, Eyyüb Y. Kibis, Musheera AnisAbdellatif, Ali Dag

Expert Syst. Appl., 2020

Stratifying no-show patients into multiple risk groups via a holistic data analytics-based framework.

Serhat Simsek, Thomas Tiahrt, Ali Dag

Decis. Support Syst., 2020