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Barbaros Yet
E-mail
byet@metu.edu.tr
Department
Graduate School of Informatics
ORCID
0000-0003-4058-2677
Scopus Author ID
55413450700
Web of Science Researcher ID
L-8355-2018
Publications
Theses Advised
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Projects
Secondary data analysis using Evidence-Based Bayesian Networks with an application to investigate the determinants of childhood stunting
Yet, Barbaros; Öykü Başerdem, Elif; Rosenstock, Todd (2024-12-05)
Secondary data – data previously collected by other researchers for a different purpose – offers a cost-effective and readily available resource for research and policy or program design but presents challenges due to the ...
Bayesian networks may allow better performance and usability than logistic regression
Wohlgemut, Jared M.; Pisirir, Erhan; Stoner, Rebecca S.; Kyrimi, Evangelia; Yet, Barbaros; Marsh, William; Perkins, Zane B.; Tai, Nigel R. M. (2024-12-01)
Multicriteria decision support under uncertainty: combining outranking methods with Bayesian networks
Cebesoy, Melodi; TUNCER ŞAKAR, CEREN; Yet, Barbaros (2024-06-11)
Assessing alternative solutions that have uncertain evaluations in conflicting multiple criteria is not straightforward. Probabilistic models such as Bayesian networks (BNs) can effectively model and represent the uncertai...
Statistical modelling of determinants of child stunting using secondary data and Bayesian networks: a UKRI Global Challenges Research Fund (GCRF) Action Against Stunting Hub protocol paper
Rosenstock, Todd S.; Yet, Barbaros (2024-03-22)
Introduction Several factors have been implicated in child stunting, but the precise determinants, mechanisms of action and causal pathways remain poorly understood. The objective of this study is to explore causal relatio...
Assessing Serious Spinal Pathology Using Bayesian Network Decision Support: Development and Validation Study
Hill, Adele; Joyner, Christopher H; Keith-Jopp, Chloe; Yet, Barbaros; Tuncer Sakar, Ceren; Marsh, William; Morrissey, Dylan (2023-10-01)
Background Identifying and managing serious spinal pathology (SSP) such as cauda equina syndrome or spinal infection in patients presenting with low back pain is challenging. Traditional red flag questioning i...
Celecoxib Nanoformulations with Enhanced Solubility, Dissolution Rate, and Oral Bioavailability: Experimental Approaches over In Vitro/In Vivo Evaluation
Arslan, Aslıhan; Yet, Barbaros; NEMUTLU, EMİRHAN; AKDAĞ ÇAYLI, YAĞMUR; EROĞLU, HAKAN; ÖNER, LEVENT (2023-02-01)
Celecoxib (CXB) is a Biopharmaceutical Classification System (BCS) Class II molecule with high permeability that is practically insoluble in water. Because of the poor water solubility, there is a wide range of absorption ...
The Role of Honor Concerns in Disclosing (vs. Hiding) COVID-19 Diagnosis: Insights from Türkiye
Ceylan-Batur, Suzan; Doğulu, Canay; Akbaş, Gülçin; Yet, Barbaros; Uskul, Ayse K. (2023-01-01)
Members of honor cultures value engaging in moral behaviors and managing their social image to maintain their honor. These two goals reflect reputation and integrity concerns, which also have bearing on gender roles. In th...
Reducing the question burden of patient reported outcome measures using Bayesian networks
Yuceturk, Hakan; Gulle, Halime; TUNCER ŞAKAR, CEREN; Joyner, Christopher; Marsh, William; ÜNAL, EDİBE; Morrissey, Dylan; Yet, Barbaros (2022-11-01)
Patient Reported Outcome Measures (PROMs) are questionnaires completed by patients about aspects of their health status. They are a vital part of learning health systems as they are the primary source of information about ...
Reliability prediction for aircraft fleet operators: A Bayesian network model that combines supplier estimates, maintenance data and expert judgement
Kucuker, Faruk Umut; Yet, Barbaros (2022-09-01)
Reliability prediction is crucial for aircraft maintenance and spare part inventory decisions. These predictions are made based on operational data collected by fleet operators or design life estimates provided by aircraft...
Prioritizing Tanzania’s agricultural development policy to build smallholder climate resilience
Lamanna, Christine; Yet, Barbaros; Kimaro, Anthony; Shepherd, Keith D.; Jones, Kristal; Mayzelle, Megan; Nowak, Andreea; Salemo, Kate; Rosenstock, Todd (2021-07-01)
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