Dursun Delen
Orcid: 0000-0001-8857-5148
According to our database1,
Dursun Delen
authored at least 162 papers
between 1996 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
A comprehensive systematic review on machine learning application in the 5G-RAN architecture: Issues, challenges, and future directions.
J. Netw. Comput. Appl., 2025
2024
Operational assessment of nursing homes at times of pandemic: an integrated DEA and machine learning approach.
Oper. Res., December, 2024
Bitcoin network-based anonymity and privacy model for metaverse implementation in Industry 5.0 using linear Diophantine fuzzy sets.
Ann. Oper. Res., November, 2024
AI-based decision support systems for sustainable business management under circular economy.
Ann. Oper. Res., November, 2024
A Bayesian belief network-based analytics methodology for early-stage risk detection of novel diseases.
Ann. Oper. Res., October, 2024
Charting the future of pilots: maximizing airline workforce efficiency through advanced analytics.
Oper. Res., September, 2024
Inf. Syst. Frontiers, August, 2024
Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework.
Inf. Syst. Frontiers, April, 2024
An Introduction to the Applications of Operations Research and Data Science in Disrupting Illicit Markets.
Ann. Oper. Res., April, 2024
Architecture selection for 5G-radio access network using type-2 neutrosophic numbers based decision making model.
Expert Syst. Appl., March, 2024
Evaluation of intelligent transportation system implementation alternatives in metaverse using a Fermatean fuzzy distance measure-based OCRA model.
Inf. Sci., February, 2024
A hybrid framework using explainable AI (XAI) in cyber-risk management for defence and recovery against phishing attacks.
Decis. Support Syst., February, 2024
Correction: Sustainable regional rail system pricing using a machine learning-based optimization approach.
Ann. Oper. Res., January, 2024
A novel hyperparameter search approach for accuracy and simplicity in disease prediction risk scoring.
J. Am. Medical Informatics Assoc., 2024
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda.
Eur. J. Oper. Res., 2024
Towards explainable artificial intelligence through expert-augmented supervised feature selection.
Decis. Support Syst., 2024
Neutrosophic bipolar fuzzy decision-based approach for developing sustainable circular business model innovation tools.
Comput. Ind. Eng., 2024
Navigating the new normal: Redefining N95 respirator design with an integrated text mining and quality function deployment-based optimization model.
Comput. Ind. Eng., 2024
An in-depth analysis of ensemble multi-criteria decision making: A comprehensive guide to terminology, design, applications, evaluations, and future prospects.
Appl. Soft Comput., 2024
Evaluation and benchmarking of research-based microgrid systems using FWZIC-VIKOR approach for sustainable energy management.
Appl. Soft Comput., 2024
Introduction to the Minitrack on Data Science and Machine Learning to Support Business Decisions.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
A Hybrid AI Framework to Address the Issue of Frequent Missing Values with Application in EHR Systems: the Case of Parkinson's Disease.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
The Impact of AI-Generated Misinformation Features on Human Believability: A Qualitative Approach.
Proceedings of the 30th Americas Conference on Information Systems: Elevating Life through Digital Social Entrepreneurship, 2024
2023
A new rough ordinal priority-based decision support system for purchasing electric vehicles.
Inf. Sci., November, 2023
Adoption of energy consumption in urban mobility considering digital carbon footprint: A two-phase interval-valued Fermatean fuzzy dominance methodology.
Eng. Appl. Artif. Intell., November, 2023
Optimizing sustainable industry investment selection: A golden cut-enhanced quantum spherical fuzzy decision-making approach.
Appl. Soft Comput., November, 2023
Developing sustainable management strategies in construction and demolition wastes using a q-rung orthopair probabilistic hesitant fuzzy set-based decision modelling approach.
Appl. Soft Comput., September, 2023
Performance assessment of sustainable transportation in the shipping industry using a q-rung orthopair fuzzy rough sets-based decision making methodology.
Expert Syst. Appl., August, 2023
Evaluation of metaverse integration alternatives of sharing economy in transportation using fuzzy Schweizer-Sklar based ordinal priority approach.
Decis. Support Syst., August, 2023
Evaluation of agriculture-food 4.0 supply chain approaches using Fermatean probabilistic hesitant-fuzzy sets based decision making model.
Appl. Soft Comput., May, 2023
Measuring efficiency of the high-tech industry using uncertain multi-stage nonparametric technologies.
Expert Syst. Appl., April, 2023
Comput. Ind. Eng., March, 2023
A Framework for Mitigating Excessive Transportation in the Context of Manufacturing Localization.
IEEE Trans. Fuzzy Syst., February, 2023
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis.
Inf. Syst., 2023
An integrated approach for lean production using simulation and data envelopment analysis.
Ann. Oper. Res., 2023
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
2022
A Machine Learning Framework for Assessing the Risk of Venous Thromboembolism in Patients Undergoing Hip or Knee Replacement.
J. Heal. Informatics Res., December, 2022
Discovering injury severity risk factors in automobile crashes: A hybrid explainable AI framework for decision support.
Reliab. Eng. Syst. Saf., 2022
A fuzzy Einstein-based decision support system for public transportation management at times of pandemic.
Knowl. Based Syst., 2022
A probabilistic data analytics methodology based on Bayesian Belief network for predicting and understanding breast cancer survival.
Knowl. Based Syst., 2022
Relationship between electronic health records strategy and user satisfaction: a longitudinal study using clinicians' online reviews.
J. Am. Medical Informatics Assoc., 2022
Data analytics for the sustainable use of resources in hospitals: Predicting the length of stay for patients with chronic diseases.
Inf. Manag., 2022
Expert Syst. Appl., 2022
Deep-learning-based short-term electricity load forecasting: A real case application.
Eng. Appl. Artif. Intell., 2022
An interactive decision support system for real-time ambulance relocation with priority guidelines.
Decis. Support Syst., 2022
An explanatory machine learning framework for studying pandemics: The case of COVID-19 emergency department readmissions.
Decis. Support Syst., 2022
Decis. Support Syst., 2022
A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums.
Decis. Support Syst., 2022
Business and government applications of text mining & Natural Language Processing (NLP) for societal benefit: Introduction to the special issue on "text mining & NLP".
Decis. Support Syst., 2022
An Adaptive Simulated Annealing-Based Machine Learning Approach for Developing an E-Triage Tool for Hospital Emergency Operations.
CoRR, 2022
A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria.
Ann. Oper. Res., 2022
Proceedings of the 43rd International Conference on Information Systems, 2022
2021
Predicting and Explaining Pig Iron Production on Charcoal Blast Furnaces: A Machine Learning Approach.
INFORMS J. Appl. Anal., 2021
A probabilistic Bayesian inference model to investigate injury severity in automobile crashes.
Decis. Support Syst., 2021
Clustering temporal disease networks to assist clinical decision support systems in visual analytics of comorbidity progression.
Decis. Support Syst., 2021
Crafting performance-based cryptocurrency mining strategies using a hybrid analytics approach.
Decis. Support Syst., 2021
Ann. Oper. Res., 2021
Proceedings of the SIGCSE '21: The 52nd ACM Technical Symposium on Computer Science Education, 2021
Proceedings of the 42nd International Conference on Information Systems, 2021
2020
Inf. Syst. Frontiers, 2020
Health Informatics J., 2020
Gov. Inf. Q., 2020
Development of a Bayesian Belief Network-based DSS for predicting and understanding freshmen student attrition.
Eur. J. Oper. Res., 2020
An integrated decision analysis methodology based on IF-DEMATEL and IF-ELECTRE for personnel selection.
Decis. Support Syst., 2020
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020
2019
Post-acute care referral in United States of America: a multiregional study of factors associated with referral destination in a cohort of patients with coronary artery bypass graft or valve replacement.
BMC Medical Informatics Decis. Mak., 2019
Volume discount strategies for the provider selection problem in telecommunications under uncertainty.
J. Intell. Fuzzy Syst., 2019
Inf. Syst. Frontiers, 2019
Examining the effect of prescription sequence on developing adverse drug reactions: The case of renal failure in diabetic patients.
Int. J. Medical Informatics, 2019
Predicting and explaining inflammation in Crohn's disease patients using predictive analytics methods and electronic medical record data.
Health Informatics J., 2019
The confounding role of common diabetes medications in developing acute renal failure: A data mining approach with emphasis on drug-drug interactions.
Expert Syst. Appl., 2019
Predicting the Outcome of a Football Game: A Comparative Analysis of Single and Ensemble Analytics Methods.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
Proceedings of the 25th Americas Conference on Information Systems, 2019
2018
J. Medical Syst., 2018
A chronological pharmacovigilance network analytics approach for predicting adverse drug events.
J. Am. Medical Informatics Assoc., 2018
Int. J. E Bus. Res., 2018
Health Informatics J., 2018
Development of a new metric to identify rare patterns in association analysis: The case of analyzing diabetes complications.
Expert Syst. Appl., 2018
A decision analytic approach to predicting quality of life for lung transplant recipients: A hybrid genetic algorithms-based methodology.
Eur. J. Oper. Res., 2018
Processing electronic medical records to improve predictive analytics outcomes for hospital readmissions.
Decis. Support Syst., 2018
A synthetic informative minority over-sampling (SIMO) algorithm leveraging support vector machine to enhance learning from imbalanced datasets.
Decis. Support Syst., 2018
Predicting hospital readmission for lupus patients: An RNN-LSTM-based deep-learning methodology.
Comput. Biol. Medicine, 2018
Provider selection and task allocation in telecommunications with QoS degradation policy.
Ann. Oper. Res., 2018
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
2017
A fuzzy long-term investment planning model for a GenCo in a hybrid electricity market considering climate change impacts.
Inf. Syst. Frontiers, 2017
Int. J. Inf. Manag., 2017
A Hybrid Heuristic Approach to Provider Selection and Task Allocation Problem in Telecommunications with Varying QoS Levels.
Int. J. Comput. Intell. Syst., 2017
A data analytics approach to building a clinical decision support system for diabetic retinopathy: Developing and deploying a model ensemble.
Decis. Support Syst., 2017
Decis. Support Syst., 2017
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017
A Probabilistic Scoring Model to Evaluate Providers Regarding Continuity of Care from a Relational Perspective.
Proceedings of the AMIA 2017, 2017
2016
IEEE J. Biomed. Health Informatics, 2016
Stochastic Capacity Acquisition and Allocation Model for Bandwidth Brokers under Fuzzy Volume Based Pricing Scheme.
Int. J. Comput. Intell. Syst., 2016
A fuzzy-hybrid analytic model to assess investors' perceptions for industry selection.
Decis. Support Syst., 2016
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
2015
J. Inf. Knowl. Manag., 2015
Selecting "The Best" ERP system for SMEs using a combination of ANP and PROMETHEE methods.
Expert Syst. Appl., 2015
Decis. Support Syst., 2015
Analyzing initial public offerings' short-term performance using decision trees and SVMs.
Decis. Support Syst., 2015
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015
2014
Expert Syst. Appl., 2014
A critical assessment of imbalanced class distribution problem: The case of predicting freshmen student attrition.
Expert Syst. Appl., 2014
The impact of multinationality on firm value: A comparative analysis of machine learning techniques.
Decis. Support Syst., 2014
Development of a hybrid methodology for ERP system selection: The case of Turkish Airlines.
Decis. Support Syst., 2014
A comparative analysis of machine learning methods for classification type decision problems in healthcare.
Decis. Anal., 2014
Analyzing the Predictability of Exchange Traded Funds Characteristics in the Mutual Fund Market on the Flow of Shares Using a Data Mining Approach.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014
Introduction to Data, Text, and Web Mining for Managerial Decision Support Minitrack.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014
Proceedings of the 20th Americas Conference on Information Systems, 2014
2013
Expert Syst. Appl., 2013
Decis. Support Syst., 2013
Leveraging the capabilities of service-oriented decision support systems: Putting analytics and big data in cloud.
Decis. Support Syst., 2013
A comparative analysis of machine learning systems for measuring the impact of knowledge management practices.
Decis. Support Syst., 2013
Optimal Pricing Strategies for Capacity Leasing Based on Time and Volume Usage in Telecommunication Networks.
Decis. Sci., 2013
Proceedings of the Informatics, 2013
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013
2012
Expert Syst. Appl., 2012
Predicting and analyzing secondary education placement-test scores: A data mining approach.
Expert Syst. Appl., 2012
Expert Syst. Appl., 2012
Measuring the efficiency of customer satisfaction and loyalty for mobile phone brands with DEA.
Expert Syst. Appl., 2012
Decis. Support Syst., 2012
Decis. Support Syst., 2012
Forecasting Financial Success of Hollywood Movies - A Comparative Analysis of Machine Learning Methods.
Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012
2011
IEEE Wirel. Commun., 2011
Expert Syst. Appl., 2011
Development of a structural equation modeling-based decision tree methodology for the analysis of lung transplantations.
Decis. Support Syst., 2011
Ann. Oper. Res., 2011
Proceedings of the Pacific Asia Conference on Information Systems, 2011
2010
Decis. Support Syst., 2010
A comparative analysis of machine learning techniques for student retention management.
Decis. Support Syst., 2010
A machine learning-based approach to prognostic analysis of thoracic transplantations.
Artif. Intell. Medicine, 2010
2009
Int. J. Simul. Process. Model., 2009
Predicting the graft survival for heart-lung transplantation patients: An integrated data mining methodology.
Int. J. Medical Informatics, 2009
2008
Expert Syst. Appl., 2008
Exploration of Feature Selection and Advanced Classification Models for High-Stakes Deception Detection.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008
Advanced Data Mining Techniques.
Springer, ISBN: 978-3-540-76916-3, 2008
2007
Decis. Support Syst., 2007
Proceedings of the Reaching New Heights. 13th Americas Conference on Information Systems, 2007
2006
Expert Syst. Appl., 2006
Expert Syst. Appl., 2006
Proceedings of the 39th Hawaii International International Conference on Systems Science (HICSS-39 2006), 2006
2005
J. Inf. Knowl. Manag., 2005
Comput. Oper. Res., 2005
Commun. ACM, 2005
Artif. Intell. Medicine, 2005
Data Quality in Very Large, Multiple-Source, Secondary Datasets for Data Mining Applications.
Proceedings of the A Conference on a Human Scale. 11th Americas Conference on Information Systems, 2005
2004
Proceedings of the 10th Americas Conference on Information Systems, 2004
2003
Neural Parallel Sci. Comput., 2003
Comput. Ind., 2003
2001
Enabling multi-use, multi-tool models of manufacturing systems through an experimental frame expert system.
J. Intell. Manuf., 2001
2000
Proceedings of the 32nd conference on Winter simulation, 2000
Distributed web-based component architectures: a model-based approach for component simulation development.
Proceedings of the 32nd conference on Winter simulation, 2000
1999
Proceedings of the 31st conference on Winter simulation: Simulation, 1999
1998
Integrated Modeling and Analysis Generator Environment (IMAGE): A Decision Support Tool.
Proceedings of the 30th conference on Winter simulation, 1998
Proceedings of the 30th conference on Winter simulation, 1998
An Introduction to Simulation Using ProSim for Business Process Simulation and Analysis.
Proceedings of the 30th conference on Winter simulation, 1998
1996
Proceedings of the 28th conference on Winter simulation, 1996