Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Estimating criteria weight distributions in multiple criteria decision making: a Bayesian approach

ANNALS OF OPERATIONS RESEARCH, vol.293, no.2, pp.495-519, 2020 (Journal Indexed in SCI) identifier identifier

Analyzing the Simonshaven Case Using Bayesian Networks

TOPICS IN COGNITIVE SCIENCE, vol.12, no.4, pp.1092-1114, 2020 (Journal Indexed in SSCI) identifier identifier identifier

Integrating Risk into Project Control Using Bayesian Networks

INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, vol.19, no.5, pp.1327-1352, 2020 (Journal Indexed in SCI) identifier identifier

Cyber-physical-based PAT (CPbPAT) framework for Pharma 4.0

INTERNATIONAL JOURNAL OF PHARMACEUTICS, vol.567, 2019 (Journal Indexed in SCI) identifier identifier identifier

An improved method for solving Hybrid Influence Diagrams

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, vol.95, pp.93-112, 2018 (Journal Indexed in SCI) identifier identifier

Clinical evidence framework for Bayesian networks

KNOWLEDGE AND INFORMATION SYSTEMS, vol.50, no.1, pp.117-143, 2017 (Journal Indexed in SCI) identifier identifier

Compatible and incompatible abstractions in Bayesian networks

KNOWLEDGE-BASED SYSTEMS, vol.62, pp.84-97, 2014 (Journal Indexed in SCI) identifier identifier

Not just data: A method for improving prediction with knowledge

JOURNAL OF BIOMEDICAL INFORMATICS, vol.48, pp.28-37, 2014 (Journal Indexed in SCI) identifier identifier identifier

Articles Published in Other Journals

Football Analytics using Bayesian Networks: the FutBA Model

Pamukkale University Journal of Engineering Sciences, vol.25, no.1, pp.121-131, 2019 (Other Refereed National Journals)

Çok Kriterli Karar Verme Problemlerinde Fayda Fonksiyonu Ağırlıklarının Tahmin Edilmesi için Matematiksel Model Temelli bir Yöntem

Uludağ University Journal of The Faculty of Engineering, vol.23, no.1, pp.379-402, 2018 (Other Refereed National Journals)

COTTAPP: An Online University Timetable Application based on a Goal Programming Model

International Journal of Intelligent Systems and Applications in Engineering, vol.3, no.5, pp.117-123, 2017 (Other Refereed National Journals)

Using operational data for decision making a feasibility study in rail maintenance

Safety and Reliability, vol.36, no.1, pp.35-47, 2016 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

Decision Support for Project Management by using Diagnostic Inference and Explaining-Away in Bayesian Networks

6th International Conference on Decision Support System Technology (ICDSST 2020), Zaragoza, Spain, 27 - 29 May 2020, pp.131-136

Sınırlı Sayıda Veri ile Güvenilirlik Tahmini: SARP Modeli

Sekizinci Ulusal Savunma Uygulamaları Modelleme ve Simulasyon Konferansı - USMOS 2019, Ankara, Turkey, 19 - 20 November 2019, pp.327-338

Multicriteria Decision Support Approaches for Physiotherapy Under Uncertainty

30th European Conference on Operational Research (EURO 2019), Dublin, Ireland, 23 - 26 June 2019, pp.302

PROMETHEE Approaches for Medical Decision Support under Uncertainty

25th International Conference on Multiple Criteria Decision Making (MCDM 2019), İstanbul, Turkey, 16 - 21 June 2019, pp.159-160

Otomotiv Endüstrisinde Çok Kriterli Güvenilirlik Yaklaşımları

39. Yöneylem Araştırması ve Endüstri Mühendisliği Ulusal Kongresi (YA/EM 2019), Ankara, Turkey, 12 - 14 June 2019, pp.89

Sıralı Düğümler Yöntemi ile Bayes Ağı Temelli Fizyoterapi Karar Destek Aracı Öğrenilmesi

39. Yöneylem Araştırması ve Endüstri Mühendisliği Ulusal Kongresi(YA/EM 2019), Ankara, Turkey, 12 - 14 June 2019, pp.93

Belirsizlik Altında Medikal Karar Destek Için Çok Kriterli Karar Verme Yaklaşımları

39. Yöneylem Araştırması ve Endüstri Mühendisliği Ulusal Kongresi (YA/EM 2019), Ankara, Turkey, 12 - 14 June 2019, pp.99

Improved Software Reliability Prediction by Using Model Stacking and Averaging

45th Euromicro Conference on Software Engineering and Advanced Applications (SEAA) / 22nd Euromicro Conference on Digital System Design (DSD), Kallithea, Greece, 28 - 30 August 2019, pp.186-192 identifier identifier

Probabilistic Earned Value Management Using Bayesian Networks

INFORMS 2018, Phoenix, United States Of America, 2 - 06 November 2018, pp.488

Belirsizlik Altında Proje Kontrolü İçin Bayes Temelli Kazanılan Değer Yönetimi

38. Yöneylem Araştırması ve Endüstri Mühendisliği Ulusal Kongresi (YAEM-2018), Eskişehir, Turkey, 26 - 29 June 2018, pp.70

Karmaşık Bayes Ağlarının Sıralı Düğümler Yöntemi ile Küçük Miktarda Veriden Öğrenilmesi

38. Yöneylem Araştırması ve Endüstri Mühendisliği Ulusal Kongresi (YAEM-2018), Eskişehir, Turkey, 26 - 29 June 2018, pp.85

A Probabilistic Approach for Indirect Elicitation of the Preferences of a Decision Maker

BALCOR 2018 - XIII Balkan Conference on Operational Research, Belgrade, Serbia And Montenegro, 25 - 28 May 2018, pp.39

Towards an Evidence-Based Decision Support Tool for Management of Musculoskeletal Conditions

Special Topic Conference of the European-Fedeeration-for-Medical-Informatics (EFMI STC), Zagreb, Croatia, 15 - 16 October 2018, vol.255, pp.175-179 identifier identifier identifier

Estimating the Weights of a Utility Function using a Bayesian Approach

The 24th International Conference on Multiple Criteria Decision Making (MCDM 2017), Ottawa, Canada, 10 - 14 July 2017, pp.117

Predicting limb viability following lower extremity vascular trauma

Annual Meeting of the Society-of-Academic-and-Research-Surgery (SARS), Dublin, Ireland, 18 - 19 January 2017, vol.104, pp.7 identifier

A Framework to Present Bayesian Networks to Domain Experts and Potential Users

Probability and Statistics in Forensic Science - Isaac Newton Institute for Mathematical Sciences, Cambridge, Canada, 18 July - 21 December 2016

Predictive Accuracy of a Civilian Bayesian Network Trauma Tool in a Military Cohort and Applicability to Trauma Performance Improvement

International Surgical Congress of the Association-of-Surgeons-of-Great-Britain-and-Ireland, Belfast, England, 01 January 2016, vol.103, pp.96 identifier

Tek Değişkenli Meta analiz Sonuçları ve Çok Değiskenli Veriyi Birlikte Kullanarak Bayes Ağı Modelleri Öğrenme

36. Yöneylem Araştırması ve Endüstri Mühendisliği Ulusal Kongresi (YAEM-2016), İzmir, Turkey, 13 - 15 July 2016, pp.56-57

NEDENSEL BAYES AĞLARı İLE CERRAHİ KARAR DESTEK

35. Yöneylem Araştırması ve Endüstri Mühendisliği Ulusal Kongresi (YAEM-2015), Ankara, Turkey, 9 - 11 September 2015

Project Cost Benefit and Risk Analysis using Bayesian Networks

31st Conference on Uncertainty in Artificial Intelligence (UAI 2015) - Bayesian Applications Workshop, Amsterdam, Netherlands, 12 - 16 July 2015

Explicit Evidence for Prognostic Bayesian Network Models

25th European Medical Informatics Conference (MIE), İstanbul, Turkey, 31 August - 03 September 2014, vol.205, pp.53-57 identifier identifier identifier

EARLY PREDICTION OF TRAUMATIC COAGULOPATHY USING ADMISSION CLINICAL VARIABLES

5th Congress of the European-Shock-Society (ESS), Vienna, Austria, 12 - 14 September 2013, vol.40, pp.25 identifier

Predicting Latent Variables with Knowledge and Data A Case Study in Trauma Care

29th Conference on Uncertainty in Artificial Intelligence (UAI 2013 - Bayesian Applications Workshop, BELLEVUE, WASHINGTON, United States Of America, 15 July 2013, vol.1024, pp.49

Towards a Method for Building Causal Bayesian Networks for Prognostic Decision Support

AIME’11 Workshop onProbabilistic Problem Solving in Biomedicine (ProBioMed-11), BLED, Slovenia, 02 July 2011, pp.107-120

Episodes in the Encyclopedia