Serhat Simsek

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Parsimonious Tree Augmented Naive Bayes Model for Exploring Colorectal Cancer Survival Factors and Their Conditional Interrelations.
Inf. Syst. Frontiers
Ali Dag, Abdullah Asilkalkan, Osman T. Aydas, Musa Çaglar, Serhat Simsek, Dursun Delen
2025 J jnl
A decision support framework for misstatement identification in financial reporting: A hybrid tree-augmented Bayesian belief approach.
Decis. Support Syst.
Serhat Simsek, Ali Dag, Kristof Coussement, Eyyüb Y. Kibis, Abdullah Asilkalkan, Srinivasan Ragothaman
2025 J jnl
Streamlining patients' opioid prescription dosage: an explanatory bayesian model.
Ann. Oper. Res.
Abdullah Asilkalkan, Asli Z. Dag, Serhat Simsek, Osman T. Aydas, Eyyüb Y. Kibis, Dursun Delen
2024 J jnl
An interpretable machine learning methodology to generate interaction effect hypotheses from complex datasets.
Decis. Sci.
Murtaza Nasir, Nichalin S. Summerfield, Serhat Simsek, Asil Oztekin
2022 J jnl
A probabilistic data analytics methodology based on Bayesian Belief network for predicting and understanding breast cancer survival.
Knowl. Based Syst.
Asli Z. Dag, Zumrut Akcam, Eyyüb Y. Kibis, Serhat Simsek, Dursun Delen
2022 J jnl
An interpretable decision-support systems for daily cryptocurrency trading.
Expert Syst. Appl.
Hamidreza Ahady Dolatsara, Eyyüb Y. Kibis, Musa Çaglar, Serhat Simsek, Ali Dag, Gelareh Ahadi Dolatsara, Dursun Delen
2022 J jnl
Artificial intelligence in healthcare operations to enhance treatment outcomes: a framework to predict lung cancer prognosis.
Ann. Oper. Res.
Marina Johnson, Abdullah Albizri, Serhat Simsek
2022 J jnl
Improving Imbalanced Machine Learning with Neighborhood-Informed Synthetic Sample Placement.
J. Manag. Inf. Syst.
Murtaza Nasir, Ali Dag, Serhat Simsek, Anton Ivanov, Asil Oztekin
2021 J jnl
Developing a decision support system to detect material weaknesses in internal control.
Decis. Support Syst.
Murtaza Nasir, Serhat Simsek, Erin Cornelsen, Srinivasan Ragothaman, Ali Dag
2021 J jnl
Predictive data analytics for contract renewals: a decision support tool for managerial decision-making.
J. Enterp. Inf. Manag.
Serhat Simsek, Abdullah Albizri, Marina Johnson, Tyler Custis, Stephan Weikert
2020 J jnl
A hybrid data mining approach for identifying the temporal effects of variables associated with breast cancer survival.
Expert Syst. Appl.
Serhat Simsek, Ugur Kursuncu, Eyyüb Y. Kibis, Musheera AnisAbdellatif, Ali Dag
2020 J jnl
Stratifying no-show patients into multiple risk groups via a holistic data analytics-based framework.
Decis. Support Syst.
Serhat Simsek, Thomas Tiahrt, Ali Dag