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Serhat Simsek
Serhat Simsek
Professor of Statistics and Data Science
Verified email at montclair.edu
Title
Cited by
Cited by
Year
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
712020
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
562022
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
472021
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
432021
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
352021
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
322020
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
212022
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
182023
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
172022
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
102020
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
92020
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
82023
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
82022
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
62018
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
52020
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
42022
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
22024
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
12023
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
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Articles 1–20