Dursun Delen

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 91

Top Venues

Publications

Mostafa Amini, Ali Bagheri, Saeed Piri, Dursun Delen
A Hybrid AI Framework to Address the Issue of Frequent Missing Values with Application in EHR Systems: the Case of Parkinson's Disease. HICSS (2024)
Baidyanath Biswas, Arunabha Mukhopadhyay, Ajay Kumar, Dursun Delen
A hybrid framework using explainable AI (XAI) in cyber-risk management for defence and recovery against phishing attacks. Decis. Support Syst. 177 (2024)
Meysam Rabiee, Mohsen Mirhashemi, Michael S. Pangburn, Saeed Piri, Dursun Delen
Towards explainable artificial intelligence through expert-augmented supervised feature selection. Decis. Support Syst. 181 (2024)
Yajun Lu, Thanh Duong, Zhuqi Miao, Thanh Thieu, Jivan Lamichhane, Abdulaziz Ahmed, Dursun Delen
A novel hyperparameter search approach for accuracy and simplicity in disease prediction risk scoring. J. Am. Medical Informatics Assoc. 31 (8) (2024)
Ilgin Gökasar, Ahmet Karakurt, Yusuf Kuvvetli, Muhammet Deveci, Dursun Delen, Dragan Pamucar
Correction: Sustainable regional rail system pricing using a machine learning-based optimization approach. Ann. Oper. Res. 332 (1) (2024)
Michel Fathi, Panos M. Pardalos, Dursun Delen, Stefan Gold, Marzieh Khakifirooz
An Introduction to the Applications of Operations Research and Data Science in Disrupting Illicit Markets. Ann. Oper. Res. 335 (2) (2024)
Koen W. De Bock, Kristof Coussement, Arno De Caigny, Roman Slowinski, Bart Baesens, Robert N. Boute, Tsan-Ming Choi, Dursun Delen, Mathias Kraus, Stefan Lessmann, Sebastián Maldonado, David Martens, María Óskarsdóttir, Carla Vairetti, Wouter Verbeke, Richard Weber
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda. Eur. J. Oper. Res. 317 (2) (2024)
Iman Mohamad Sharaf, Abdullah Hussein Alamoodi, Osamah Shihab Albahri, Muhammet Deveci, Mohammed Talal, Ahmed Shihab Albahri, Dursun Delen, Witold Pedrycz
Architecture selection for 5G-radio access network using type-2 neutrosophic numbers based decision making model. Expert Syst. Appl. 237 (Part A) (2024)
Dursun Delen, Behrooz Davazdahemami, Hamed Majidi Zolbanin
Introduction to the Minitrack on Data Science and Machine Learning to Support Business Decisions. HICSS (2024)
Dursun Delen, Behrooz Davazdahemami, Elham Rasouli Dezfouli
Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework. Inf. Syst. Frontiers 26 (2) (2024)
Aws Alaa Zaidan, Muhammet Deveci, Hassan A. AlSattar, Sarah Qahtan, Wen-Long Shang, Dursun Delen, Nahia Mourad, Zainab Khalid Mohammed
Neutrosophic bipolar fuzzy decision-based approach for developing sustainable circular business model innovation tools. Comput. Ind. Eng. 189 (2024)
Qinhui Wang, Corey Baham, Dursun Delen
The Impact of AI-Generated Misinformation Features on Human Believability: A Qualitative Approach. AMCIS (2024)
Rajan Kumar Gangadhari, Pradeep Kumar Tarei, Pushpendu Chand, Meysam Rabiee, Dursun Delen
Navigating the new normal: Redefining N95 respirator design with an integrated text mining and quality function deployment-based optimization model. Comput. Ind. Eng. 189 (2024)
Muhammet Deveci, Arunodaya Raj Mishra, Pratibha Rani, Ilgin Gökasar, Mehtap Isik, Dursun Delen, Keng-Boon Ooi, Tugrul U. Daim
Evaluation of intelligent transportation system implementation alternatives in metaverse using a Fermatean fuzzy distance measure-based OCRA model. Inf. Sci. 657 (2024)
Dursun Delen, Behrooz Davazdahemami
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics. HICSS (2023)
Hend Ghailani, A. A. Zaidan, Sarah Qahtan, Hassan A. AlSattar, Mostafa Al-Emran, Muhammet Deveci, Dursun Delen
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. 145 (2023)
Wael Zayat, Hüseyin Selçuk Kiliç, Ahmet Selcuk Yalcin, Selim Zaim, Dursun Delen
Application of MADM methods in Industry 4.0: A literature review. Comput. Ind. Eng. 177 (2023)
Enes Eryarsoy, Hakki Nalcioglu, Hüseyin Selçuk Kiliç, Ahmet Selcuk Yalcin, Selim Zaim, Dursun Delen
A Framework for Mitigating Excessive Transportation in the Context of Manufacturing Localization. IEEE Trans. Fuzzy Syst. 31 (2) (2023)
Sadik Kucuksari, Dragan Pamucar, Muhammet Deveci, Nuh Erdogan, Dursun Delen
A new rough ordinal priority-based decision support system for purchasing electric vehicles. Inf. Sci. 647 (2023)
Sarah Qahtan, Hassan A. Alsattar, A. A. Zaidan, Muhammet Deveci, Dragan Pamucar, Dursun Delen, Witold Pedrycz
Evaluation of agriculture-food 4.0 supply chain approaches using Fermatean probabilistic hesitant-fuzzy sets based decision making model. Appl. Soft Comput. 138 (2023)
Sarah Qahtan, Hassan A. Alsattar, A. A. Zaidan, Muhammet Deveci, Dragan Pamucar, Dursun Delen
Performance assessment of sustainable transportation in the shipping industry using a q-rung orthopair fuzzy rough sets-based decision making methodology. Expert Syst. Appl. 223 (2023)
Dragan Pamucar, Muhammet Deveci, Ilgin Gökasar, Dursun Delen, Mario Köppen, Witold Pedrycz
Evaluation of metaverse integration alternatives of sharing economy in transportation using fuzzy Schweizer-Sklar based ordinal priority approach. Decis. Support Syst. 171 (2023)
Ümit Hacioglu, Hasan Dinçer, Mustafa Kemal Yilmaz, Serhat Yüksel, Mariama Sonko, Dursun Delen
Optimizing sustainable industry investment selection: A golden cut-enhanced quantum spherical fuzzy decision-making approach. Appl. Soft Comput. 148 (2023)
Xinwang Liu, Xiaoqing Chen, Qun Wu, Muhammet Deveci, Dursun Delen
Measuring efficiency of the high-tech industry using uncertain multi-stage nonparametric technologies. Expert Syst. Appl. 216 (2023)
Zhuqi Miao, Meghan D. Sealey, Shrie Raam Sathyanarayanan, Dursun Delen, Lan Zhu, Scott Shepherd
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis. Inf. Syst. 111 (2023)
Sinem Buyuksaatci Kiris, Enes Eryarsoy, Selim Zaim, Dursun Delen
An integrated approach for lean production using simulation and data envelopment analysis. Ann. Oper. Res. 320 (2) (2023)
S. Jeevaraj, Ilgin Gökasar, Muhammet Deveci, Dursun Delen, Bilal Bahaa Zaidan, Xin Wen, Wen-Long Shang, Gang Kou
Adoption of energy consumption in urban mobility considering digital carbon footprint: A two-phase interval-valued Fermatean fuzzy dominance methodology. Eng. Appl. Artif. Intell. 126 (2023)
Mostafa Amini, Ali Bagheri, Dursun Delen
Discovering injury severity risk factors in automobile crashes: A hybrid explainable AI framework for decision support. Reliab. Eng. Syst. Saf. 226 (2022)
Ibrahim Yazici, Ömer Faruk Beyca, Omer Faruk Gurcan, Halil Zaim, Dursun Delen, Selim Zaim
A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria. Ann. Oper. Res. 308 (1) (2022)
Hamed Majidi Zolbanin, Behrooz Davazdahemami, Dursun Delen, Amir Hassan Zadeh
Data analytics for the sustainable use of resources in hospitals: Predicting the length of stay for patients with chronic diseases. Inf. Manag. 59 (5) (2022)
Sudip Bhattacharjee, Dursun Delen, Maryam Ghasemaghaei, Ajay Kumar, Eric W. T. Ngai
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. 162 (2022)
Behrooz Davazdahemami, Hamed Majidi Zolbanin, Dursun Delen
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics. HICSS (2022)
Ankita Srivastava, Surya Ayyalasomayajula, Chenzhang Bao, Sezgin Ayabakan, Dursun Delen
Relationship between electronic health records strategy and user satisfaction: a longitudinal study using clinicians' online reviews. J. Am. Medical Informatics Assoc. 29 (9) (2022)
Ibrahim Yazici, Ömer Faruk Beyca, Dursun Delen
Deep-learning-based short-term electricity load forecasting: A real case application. Eng. Appl. Artif. Intell. 109 (2022)
Muhammet Deveci, Dragan Pamucar, Ilgin Gökasar, Dursun Delen, Luis Martínez
A fuzzy Einstein-based decision support system for public transportation management at times of pandemic. Knowl. Based Syst. 252 (2022)
Mahdi Hajiali, Ebrahim Teimoury, Meysam Rabiee, Dursun Delen
An interactive decision support system for real-time ambulance relocation with priority guidelines. Decis. Support Syst. 155 (2022)
Hamidreza Ahady Dolatsara, Eyyub Kibis, Musa Çaglar, Serhat Simsek, Ali Dag, Gelareh Ahadi Dolatsara, Dursun Delen
An interpretable decision-support systems for daily cryptocurrency trading. Expert Syst. Appl. 203 (2022)
Baidyanath Biswas, Pooja Sengupta, Ajay Kumar, Dursun Delen, Shivam Gupta
A critical assessment of consumer reviews: A hybrid NLP-based methodology. Decis. Support Syst. 159 (2022)
Behrooz Davazdahemami, Hamed Majidi Zolbanin, Dursun Delen
An explanatory machine learning framework for studying pandemics: The case of COVID-19 emergency department readmissions. Decis. Support Syst. 161 (2022)
Abdulaziz Ahmed, Mohammed Al-Maamari, Mohammad Firouz, Dursun Delen
An Adaptive Simulated Annealing-Based Machine Learning Approach for Developing an E-Triage Tool for Hospital Emergency Operations. CoRR (2022)
Baidyanath Biswas, Arunabha Mukhopadhyay, Sudip Bhattacharjee, Ajay Kumar, Dursun Delen
A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums. Decis. Support Syst. 152 (2022)
Ankita Srivastava, Dursun Delen
Simulation-Based Electronic Health Record Usability Evaluation: A Proof of Concept. ICIS (2022)
Asli Z. Dag, Zumrut Akcam, Eyyub Kibis, Serhat Simsek, Dursun Delen
A probabilistic data analytics methodology based on Bayesian Belief network for predicting and understanding breast cancer survival. Knowl. Based Syst. 242 (2022)
Elham Rasouli Dezfouli, Dursun Delen, Huimin Zhao, Behrooz Davazdahemami
A Machine Learning Framework for Assessing the Risk of Venous Thromboembolism in Patients Undergoing Hip or Knee Replacement. J. Heal. Informatics Res. 6 (4) (2022)
Umit Hacioglu, Dounia Chlyeh, Mustafa Kemal Yilmaz, Ekrem Tatoglu, Dursun Delen
Crafting performance-based cryptocurrency mining strategies using a hybrid analytics approach. Decis. Support Syst. 142 (2021)
Dursun Delen, Hamed Majidi Zolbanin, Durand Crosby, David Wright
To imprison or not to imprison: an analytics model for drug courts. Ann. Oper. Res. 303 (1) (2021)
Dursun Delen, Stefan Helfrich, Rosaria Silipo
KNIME Analytics Platform for Visual Data Science and Business Analytics Teaching. SIGCSE (2021)
Marcio Salles Melo Lima, Enes Eryarsoy, Dursun Delen
Predicting and Explaining Pig Iron Production on Charcoal Blast Furnaces: A Machine Learning Approach. INFORMS J. Appl. Anal. 51 (3) (2021)
Ankita Srivastava, Chenzhang Bao, Dursun Delen
Assessing Ambulatory HIT Spillover Effects on Hospital Inpatient Costs. ICIS (2021)
Kazim Topuz, Dursun Delen
A probabilistic Bayesian inference model to investigate injury severity in automobile crashes. Decis. Support Syst. 150 (2021)
Dursun Delen, Hamed Majidi Zolbanin, Behrooz Davazdahemami
Introduction to the Minitrack on Data, Text and Web Mining for Business Analytics. HICSS (2021)
Yajun Lu, Suhao Chen, Zhuqi Miao, Dursun Delen, Andrew Gin
Clustering temporal disease networks to assist clinical decision support systems in visual analytics of comorbidity progression. Decis. Support Syst. 148 (2021)
Dursun Delen, Kazim Topuz, Enes Eryarsoy
Development of a Bayesian Belief Network-based DSS for predicting and understanding freshmen student attrition. Eur. J. Oper. Res. 281 (3) (2020)
Hamed Majidi Zolbanin, Dursun Delen, Durand Crosby, David Wright
A Predictive Analytics-Based Decision Support System for Drug Courts. Inf. Syst. Frontiers 22 (6) (2020)
Marcio Salles Melo Lima, Dursun Delen
Predicting and explaining corruption across countries: A machine learning approach. Gov. Inf. Q. 37 (1) (2020)
Erkan Bayraktar, Kazim Sari, Ekrem Tatoglu, Selim Zaim, Dursun Delen
Assessing the supply chain performance: a causal analysis. Ann. Oper. Res. 287 (1) (2020)
Dursun Delen, Behrooz Davazdahemami, Hamed Majidi Zolbanin
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics. HICSS (2020)
Hüseyin Selçuk Kiliç, Ayse Ecenaz Demirci, Dursun Delen
An integrated decision analysis methodology based on IF-DEMATEL and IF-ELECTRE for personnel selection. Decis. Support Syst. 137 (2020)
Dursun Delen, Behrooz Davazdahemami, Enes Eryarsoy, Leman Tomak, Abhinav Valluru
Using predictive analytics to identify drug-resistant epilepsy patients. Health Informatics J. 26 (1) (2020)
Ineen Sultana, Madhav Erraguntla, Hye-Chung Kum, Dursun Delen, Mark Lawley
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. 19 (1) (2019)
Amir Hassan Zadeh, Hamed Majidi Zolbanin, Ramesh Sharda, Dursun Delen
Social Media for Nowcasting Flu Activity: Spatio-Temporal Big Data Analysis. Inf. Syst. Frontiers 21 (4) (2019)
Enes Eryarsoy, Dursun Delen
Predicting the Outcome of a Football Game: A Comparative Analysis of Single and Ensemble Analytics Methods. HICSS (2019)
Behrooz Davazdahemami, Dursun Delen
Examining the effect of prescription sequence on developing adverse drug reactions: The case of renal failure in diabetic patients. Int. J. Medical Informatics 125 (2019)
Dursun Delen, Hamed Majidi Zolbanin
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics. HICSS (2019)
Bhargava K. Reddy, Dursun Delen, Rupesh Agrawal
Predicting and explaining inflammation in Crohn's disease patients using predictive analytics methods and electronic medical record data. Health Informatics J. 25 (4) (2019)
Rupesh Agrawal, Dursun Delen, Bruce Benjamin
Clinical Intervention Research with EHR: A Big Data Analytics Approach. AMCIS (2019)
Hasan Hüseyin Turan, Nihat Kasap, Dursun Delen, Hüseyin Savran
Volume discount strategies for the provider selection problem in telecommunications under uncertainty. J. Intell. Fuzzy Syst. 37 (2) (2019)
Behrooz Davazdahemami, Dursun Delen
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. 123 (2019)
Dursun Delen, Hamed Majidi Zolbanin
Introduction to the Minitrack on Data, Text and Web Mining for Business Analytics. HICSS (2018)
Saeed Piri, Dursun Delen, Tieming Liu
A synthetic informative minority over-sampling (SIMO) algorithm leveraging support vector machine to enhance learning from imbalanced datasets. Decis. Support Syst. 106 (2018)
Hamed Majidi Zolbanin, Dursun Delen
Processing electronic medical records to improve predictive analytics outcomes for hospital readmissions. Decis. Support Syst. 112 (2018)
Ayse Bagbaba, Baha Sen, Dursun Delen, Betul Seher Uysal
An Automated Grading and Diagnosis System for Evaluation of Dry Eye Syndrome. J. Medical Syst. 42 (11) (2018)
Bhargava K. Reddy, Dursun Delen
Predicting hospital readmission for lupus patients: An RNN-LSTM-based deep-learning methodology. Comput. Biol. Medicine 101 (2018)
Behrooz Davazdahemami, Dursun Delen
A chronological pharmacovigilance network analytics approach for predicting adverse drug events. J. Am. Medical Informatics Assoc. 25 (10) (2018)
Hamed Majidi Zolbanin, Dursun Delen, Sushil K. Sharma
The Strategic Value of Big Data Analytics in Health Care Policy-Making. Int. J. E Bus. Res. 14 (3) (2018)
Asil Oztekin, Lina Al-Ebbini, Aise Zülal Sevkli, Dursun Delen
A decision analytic approach to predicting quality of life for lung transplant recipients: A hybrid genetic algorithms-based methodology. Eur. J. Oper. Res. 266 (2) (2018)
Yong-Mi Kim, Dursun Delen
Medical informatics research trend analysis: A text mining approach. Health Informatics J. 24 (4) (2018)
Saeed Piri, Dursun Delen, Tieming Liu, William Paiva
Development of a new metric to identify rare patterns in association analysis: The case of analyzing diabetes complications. Expert Syst. Appl. 94 (2018)
Nihat Kasap, Hasan Hüseyin Turan, Hüseyin Savran, Berna Tektas Sivrikaya, Dursun Delen
Provider selection and task allocation in telecommunications with QoS degradation policy. Ann. Oper. Res. 263 (1-2) (2018)
M. Fatih Acar, Merve Tarim, Halil Zaim, Selim Zaim, Dursun Delen
Knowledge management and ERP: Complementary or contradictory? Int. J. Inf. Manag. 37 (6) (2017)
Ozlem Ayaz Arda, Dursun Delen, Ekrem Tatoglu, Selim Zaim
An analytic approach to assessing organizational citizenship behavior. Decis. Support Syst. 103 (2017)
Nihat Kasap, Berna Tektas Sivrikaya, Hasan Hüseyin Turan, Dursun Delen
A Hybrid Heuristic Approach to Provider Selection and Task Allocation Problem in Telecommunications with Varying QoS Levels. Int. J. Comput. Intell. Syst. 10 (1) (2017)
Saeed Piri, Dursun Delen, Tieming Liu, Hamed Majidi Zolbanin
A data analytics approach to building a clinical decision support system for diabetic retinopathy: Developing and deploying a model ensemble. Decis. Support Syst. 101 (2017)
Madhav Erraguntla, John Freeze, Dursun Delen, Karthic Madanagopal, Richard J. Mayer, Jam Khojasteh
Data Integration and Predictive Analysis System for Disease Prophylaxis. HICSS (2017)
Dursun Delen, Enes Eryarsoy, Sadi Seker
Introduction to Data, Text and Web Mining for Business Analytics Minitrack. HICSS (2017)
Berna Tektas Sivrikaya, Ferhan Çebi, Hasan Hüseyin Turan, Nihat Kasap, Dursun Delen
A fuzzy long-term investment planning model for a GenCo in a hybrid electricity market considering climate change impacts. Inf. Syst. Frontiers 19 (5) (2017)
Kazim Topuz, Scott Shepherd, William D. Paiva, Dursun Delen, Krista Schumacher, Shrie Raam Sathyanarayanan, Mehmet Bayram Yildirim
A Probabilistic Scoring Model to Evaluate Providers Regarding Continuity of Care from a Relational Perspective. AMIA (2017)
Musa Peker, Baha Sen, Dursun Delen
A Novel Method for Automated Diagnosis of Epilepsy Using Complex-Valued Classifiers. IEEE J. Biomed. Health Informatics 20 (1) (2016)
Hasan Hüseyin Turan, Nihat Kasap, Dursun Delen, Mehmet Nahit Serarslan
Stochastic Capacity Acquisition and Allocation Model for Bandwidth Brokers under Fuzzy Volume Based Pricing Scheme. Int. J. Comput. Intell. Syst. 9 (2) (2016)
Dursun Delen
Introduction to Data, Text, and Web Mining for Business Analytics Minitrack. HICSS (2016)
Hasan Dinçer, Umit Hacioglu, Ekrem Tatoglu, Dursun Delen
A fuzzy-hybrid analytic model to assess investors' perceptions for industry selection. Decis. Support Syst. 86 (2016)
Hüseyin Selçuk Kiliç, Selim Zaim, Dursun Delen
Selecting "The Best" ERP system for SMEs using a combination of ANP and PROMETHEE methods. Expert Syst. Appl. 42 (5) (2015)
Eyup Basti, Cemil Kuzey, Dursun Delen
Analyzing initial public offerings' short-term performance using decision trees and SVMs. Decis. Support Syst. 73 (2015)
Dursun Delen, Asil Oztekin
Introduction to Data, Text, and Web Mining for Business Analytics Minitrack. HICSS (2015)
Asil Oztekin, Dursun Delen, Halil Zaim, Ali Turkyilmaz, Selim Zaim
The Influence of Knowledge Management on Financial and Non-Financial Performance. J. Inf. Knowl. Manag. 14 (2) (2015)
Hamed Majidi Zolbanin, Dursun Delen, Amir Hassan Zadeh
Predicting overall survivability in comorbidity of cancers: A data mining approach. Decis. Support Syst. 74 (2015)
Nahit Emanet, Halil R. Öz, Nazan Bayram, Dursun Delen
A comparative analysis of machine learning methods for classification type decision problems in healthcare. Decis. Anal. 1 (2014)
Hüseyin Selçuk Kiliç, Selim Zaim, Dursun Delen
Development of a hybrid methodology for ERP system selection: The case of Turkish Airlines. Decis. Support Syst. 66 (2014)
Supavich Pengnate, Dursun Delen
Evaluating Emotions in Mobile Application Descriptions: Sentiment Analysis Approach. AMCIS (2014)
Dursun Delen, Asil Oztekin
Introduction to Data, Text, and Web Mining for Managerial Decision Support Minitrack. HICSS (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dursun Delen