A hybrid data mining approach for identifying the temporal effects of variables associated with breast cancer survival S Simsek, U Kursuncu, E Kibis, M AnisAbdellatif, A Dag Expert Systems with Applications 139, 112863, 2020 | 71 | 2020 |
Artificial intelligence in healthcare operations to enhance treatment outcomes: a framework to predict lung cancer prognosis M Johnson, A Albizri, S Simsek Annals of Operations Research 308 (1), 275-305, 2022 | 56 | 2022 |
Developing a decision support system to detect material weaknesses in internal control M Nasir, S Simsek, E Cornelsen, S Ragothaman, A Dag Decision Support Systems 151, 113631, 2021 | 47 | 2021 |
A Bayesian Belief Network-based probabilistic mechanism to determine patient no-show risk categories S Simsek, A Dag, T Tiahrt, A Oztekin Omega 100, 102296, 2021 | 43 | 2021 |
Predictive data analytics for contract renewals: a decision support tool for managerial decision-making S Simsek, A Albizri, M Johnson, T Custis, S Weikert Journal of Enterprise Information Management 34 (2), 718-732, 2021 | 35 | 2021 |
Stratifying no-show patients into multiple risk groups via a holistic data analytics-based framework S Simsek, T Tiahrt, A Dag Decision Support Systems 132, 113269, 2020 | 32 | 2020 |
An interpretable decision-support systems for daily cryptocurrency trading HA Dolatsara, E Kibis, M Caglar, S Simsek, A Dag, GA Dolatsara, D Delen Expert Systems with Applications 203, 117409, 2022 | 21 | 2022 |
A Tree Augmented Naïve Bayes-based methodology for classifying cryptocurrency trends A Dag, AZ Dag, A Asilkalkan, S Simsek, D Delen Journal of Business Research 156, 113522, 2023 | 18 | 2023 |
A probabilistic data analytics methodology based on Bayesian Belief network for predicting and understanding breast cancer survival AZ Dag, Z Akcam, E Kibis, S Simsek, D Delen Knowledge-Based Systems 242, 108407, 2022 | 17 | 2022 |
A hybrid data analytics approach for high-performance concrete compressive strength prediction S Simsek, M Gumus, M Khalafalla, TB Issa Journal of Business Analytics 3 (2), 158-168, 2020 | 10 | 2020 |
Icyano: a cyanobacterial bloom vulnerability index for drinking water treatment plants MUG Barros, JIR Leitão, TRBT Aranha, S Simsek, RP Buley, ... Water Supply 20 (8), 3517-3530, 2020 | 9 | 2020 |
A machine learning decision support system for determining the primary factors impacting cancer survival and their temporal effect AZ Dag, M Johnson, E Kibis, S Simsek, B Cankaya, D Delen Healthcare Analytics 4, 100263, 2023 | 8 | 2023 |
Improving imbalanced machine learning with neighborhood-Informed synthetic sample placement M Nasir, A Dag, S Simsek, A Ivanov, A Oztekin Journal of Management Information Systems 39 (4), 1116-1145, 2022 | 8 | 2022 |
A Bayesian approach to detect the firms with material weakness in internal control S Simsek, E Bayraktar, S Ragothaman, A Dag 2018 Institute of Industrial and Systems Engineers Annual Conference and …, 2018 | 6 | 2018 |
Artificial neural network incorporated decision support tool for point velocity prediction S Simsek, O Genc, A Albizri, S Dinc, B Gonen Journal of Business Analytics 3 (1), 67-78, 2020 | 5 | 2020 |
Comparison of the condyle-fossa relationship and resorption between patients with and without Juvenile Idiopathic Arthritis (JIA) AA Celebi, R Cron, M Stoll, S Simsek, B Kinard, PD Waite, J Wang, V Vo, ... Journal of Oral and Maxillofacial Surgery 80 (3), 422-430, 2022 | 4 | 2022 |
A Parsimonious Tree Augmented Naive Bayes Model for Exploring Colorectal Cancer Survival Factors and Their Conditional Interrelations A Dag, A Asilkalkan, OT Aydas, M Caglar, S Simsek, D Delen Information Systems Frontiers, 1-17, 2024 | 2 | 2024 |
Streamlining patients’ opioid prescription dosage: an explanatory bayesian model A Asilkalkan, AZ Dag, S Simsek, OT Aydas, EY Kibis, D Delen Annals of Operations Research, 1-24, 2023 | 1 | 2023 |
A decision support framework for misstatement identification in financial reporting: A hybrid tree-augmented Bayesian belief approach S Simsek, A Dag, K Coussement, EY Kibis, A Asilkalkan, S Ragothaman Decision Support Systems, 114369, 2025 | | 2025 |
An interpretable machine learning methodology to generate interaction effect hypotheses from complex datasets M Nasir, NS Summerfield, S Simsek, A Oztekin Decision Sciences 55 (6), 549-576, 2024 | | 2024 |