Dursun Delen

190 papers A 1C 2Misc 8Journal 146Unranked 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
A multi-criteria decision-making framework for metaverse adoption: evidence from higher education systems.
Expert Syst. Appl.
Yajing Zhang, Min Kong, Weizhong Wang, Muhammet Deveci, Mevlut Savas Bilican, Dursun Delen
2026 J jnl
An optimization approach considering consistency and classification for managing social risks of medical artificial intelligence.
Expert Syst. Appl.
Jing Jiang, Xin-Wang Liu, Weizhong Wang, Muhammet Deveci, Dursun Delen
2026 J jnl
Assessing middle managers' digital competency in manufacturing transformation: An integrated type-2 neutrosophic ExpTODIM approach.
Appl. Soft Comput.
Quanguo Bi, Yu Chen, Weizhong Wang, Muhammet Deveci, Dursun Delen
2026 J jnl
Deep reinforcement learning based bi-level optimization for order acceptance and scheduling: A slow-moving inventory activation policy for resilient manufacturing.
Swarm Evol. Comput.
Min Kong, Yexing Shen, Chao Zuo, Wei Zhong Wang, Muhammet Deveci, Hana Tomásková, Dursun Delen
2026 J jnl
Designing transparent, equitable, and efficient decision support systems for drug courts using machine learning.
Decis. Support Syst.
Hamed Majidi Zolbanin, Behrooz Davazdahemami, Dursun Delen, David Wright, Durand Crosby
2026 J jnl
Graph attention network with comorbidity connectivity embedding for post-traumatic epilepsy risk prediction using sparse time-series electronic health records.
Int. J. Medical Informatics
Priyadharsini Ramamurthy, Zheng Han, Dursun Delen, Zhuqi Miao, Andrew Gin, Xiao Luo, William Paiva
2026 J jnl
Objective weighting with a modified ITARA: Aspiration‑Level normalization, Inter‑criteria dependency, and Evidence‑weighted convex synthesis.
Adv. Eng. Informatics
Huai-Wei Lo, You-Shan Chen, Muhammet Deveci, Dursun Delen
2026 — conf
Understanding the Impact of AI Label Disclosure on Engagement with Deepfakes Videos.
HICSS
Qinhui Wang, Chenzhang Bao, Dursun Delen, Emre Okçular
2025 J jnl
A Large Language Model Based Pipeline for Review of Systems Entity Recognition from Clinical Notes.
CoRR
Hieu Nghiem, Hemanth Reddy Singareddy, Zhuqi Miao, Jivan Lamichhane, Abdulaziz Ahmed, Johnson Thomas, Dursun Delen, William Paiva
2025 J jnl
A Parsimonious Tree Augmented Naive Bayes Model for Exploring Colorectal Cancer Survival Factors and Their Conditional Interrelations.
Inf. Syst. Frontiers
Ali Dag, Abdullah Asilkalkan, Osman T. Aydas, Musa Çaglar, Serhat Simsek, Dursun Delen
2025 J jnl
A comprehensive systematic review on machine learning application in the 5G-RAN architecture: Issues, challenges, and future directions.
J. Netw. Comput. Appl.
Mohammed Talal, Salem Garfan, Rami Qays Malik, Dragan Pamucar, Dursun Delen, Witold Pedrycz, Amneh Alamleh, Abdullah Hussein Alamoodi, B. B. Zaidan, Vladimir Simic
2025 J jnl
An Organizational Routines Theory of Employee Well-Being: Explaining the Love-Hate Relationship Between Electronic Health Records and Clinicians.
J. Assoc. Inf. Syst.
Ankita Srivastava, Surya Ayyalasomayajula, Chenzhang Bao, Sezgin Ayabakan, Dursun Delen
2025 J jnl
An enhanced T-spherical fuzzy generalized multi-criteria decisioning model for evaluating the effectiveness of digital transformation in the sustainability of agri-food systems.
Eng. Appl. Artif. Intell.
Weizhong Wang, Zhengyan Yang, Yushuo Cao, Muhammet Deveci, Huai-Wei Lo, Dursun Delen
2025 J jnl
Assessment of bio-medical waste disposal techniques using interval-valued pythagorean fuzzy soft Einstein aggregation information.
Inf. Sci.
Hong-Liang Dai, Rana Muhammad Zulqarnain, Saalam Ali, Dursun Delen, Muhammet Deveci
2025 J jnl
Developing an Interpretable Decision Support Framework for Artifact Design in Organ Transplantation.
Inf. Syst. Frontiers
Kazim Topuz, Ismail Abdulrashid, Behrooz Davazdahemami, Kristof Coussement, Dursun Delen
2025 J jnl
Enhancing financial resilience in manufacturing SMEs: A q-rung picture fuzzy set-based decision framework for digital transformation adoption.
Appl. Soft Comput.
Zhengyan Yang, Weizhong Wang, Zelin Wang, Muhammet Deveci, Dursun Delen
2025 J jnl
Evaluation of industry 4.0 adoption strategies in small and medium enterprises: A Circular-Fermatean fuzzy decision-making approach.
Appl. Soft Comput.
Dareen Abu-Lail, Nahia Mourad, Sarah Qahtan, A. A. Zaidan, Hassan A. AlSattar, B. B. Zaidan, Dragan Pamucar, Muhammet Deveci, Witold Pedrycz, Dursun Delen
2025 J jnl
Extracting Patient History from Clinical Text: A Comparative Study of Clinical Large Language Models.
CoRR
Hieu Nghiem, Tuan-Dung Le, Suhao Chen, Thanh Thieu, Andrew Gin, Ellie Phuong Nguyen, Dursun Delen, Johnson Thomas, Jivan Lamichhane, Zhuqi Miao
2025 — conf
Introduction to the Minitrack on Data Science and Machine Learning to Support Business Decisions.
HICSS
Behrooz Davazdahemami, Hamed Majidi Zolbanin, Dursun Delen
2025 J jnl
Maximizing sales: The art of short video creation in livestream e-commerce.
Comput. Ind. Eng.
Tong-Yuan Wang, Yi Chen, Zhen-Song Chen, Muhammet Deveci, Dursun Delen
2025 J jnl
Streamlining patients' opioid prescription dosage: an explanatory bayesian model.
Ann. Oper. Res.
Abdullah Asilkalkan, Asli Z. Dag, Serhat Simsek, Osman T. Aydas, Eyyüb Y. Kibis, Dursun Delen
2025 J jnl
The impact of natural disasters on agricultural credit risk: A theoretical model and empirical test.
Comput. Ind. Eng.
Qianting Ma, Weizhong Wang, Ruiqi Leng, Muhammet Deveci, Renjia Liu, Dursun Delen
2024 J jnl
A Bayesian belief network-based analytics methodology for early-stage risk detection of novel diseases.
Ann. Oper. Res.
Kazim Topuz, Behrooz Davazdahemami, Dursun Delen
2024 — conf
A Hybrid AI Framework to Address the Issue of Frequent Missing Values with Application in EHR Systems: the Case of Parkinson's Disease.
HICSS
Mostafa Amini, Ali Bagheri, Saeed Piri, Dursun Delen
2024 J jnl
A hybrid framework using explainable AI (XAI) in cyber-risk management for defence and recovery against phishing attacks.
Decis. Support Syst.
Baidyanath Biswas, Arunabha Mukhopadhyay, Ajay Kumar, Dursun Delen
2024 J jnl
A novel hyperparameter search approach for accuracy and simplicity in disease prediction risk scoring.
J. Am. Medical Informatics Assoc.
Yajun Lu, Thanh Duong, Zhuqi Miao, Thanh Thieu, Jivan Lamichhane, Abdulaziz Ahmed, Dursun Delen
2024 J jnl
AI-based decision support systems for sustainable business management under circular economy.
Ann. Oper. Res.
Muhammet Deveci, Dursun Delen, Weiping Ding
2024 J jnl
An Adaptive Simulated Annealing-Based Machine Learning Approach for Developing an E-Triage Tool for Hospital Emergency Operations.
Inf. Syst. Frontiers
Abdulaziz Ahmed, Mohammed Al-Maamari, Mohammad Firouz, Dursun Delen
2024 J jnl
An Introduction to the Applications of Operations Research and Data Science in Disrupting Illicit Markets.
Ann. Oper. Res.
Michel Fathi, Panos M. Pardalos, Dursun Delen, Stefan Gold, Marzieh Khakifirooz
2024 J jnl
An in-depth analysis of ensemble multi-criteria decision making: A comprehensive guide to terminology, design, applications, evaluations, and future prospects.
Appl. Soft Comput.
Bilal Bahaa Zaidan, Hassan Abdulsattar Ibrahim, Nahia Mourad, Aws Alaa Zaidan, Hossein Pilehkouhi, Sarah Qahtan, Muhammet Deveci, Dursun Delen
2024 J jnl
Architecture selection for 5G-radio access network using type-2 neutrosophic numbers based decision making model.
Expert Syst. Appl.
Iman Mohamad Sharaf, Abdullah Hussein Alamoodi, Osamah Shihab Albahri, Muhammet Deveci, Mohammed Talal, Ahmed Shihab Albahri, Dursun Delen, Witold Pedrycz
2024 J jnl
Bitcoin network-based anonymity and privacy model for metaverse implementation in Industry 5.0 using linear Diophantine fuzzy sets.
Ann. Oper. Res.
Zainab Khalid Mohammed, A. A. Zaidan, H. B. Aris, Hassan A. AlSattar, Sarah Qahtan, Muhammet Deveci, Dursun Delen
2024 J jnl
Business Analytics Adoption and Technological Intensity: An Efficiency Analysis.
Inf. Syst. Frontiers
Erkan Bayraktar, Ekrem Tatoglu, Arafat Salih Aydiner, Dursun Delen
2024 J jnl
Charting the future of pilots: maximizing airline workforce efficiency through advanced analytics.
Oper. Res.
Burak Cankaya, Bulent Erenay, Eyyüb Y. Kibis, Aaron Glassman, Dursun Delen
2024 J jnl
Correction: Sustainable regional rail system pricing using a machine learning-based optimization approach.
Ann. Oper. Res.
Ilgin Gökasar, Ahmet Karakurt, Yusuf Kuvvetli, Muhammet Deveci, Dursun Delen, Dragan Pamucar
2024 J jnl
Evaluation and benchmarking of research-based microgrid systems using FWZIC-VIKOR approach for sustainable energy management.
Appl. Soft Comput.
Mohammed Talal, Michael Loong Peng Tan, Dragan Pamucar, Dursun Delen, Witold Pedrycz, Vladimir Simic
2024 J jnl
Evaluation of intelligent transportation system implementation alternatives in metaverse using a Fermatean fuzzy distance measure-based OCRA model.
Inf. Sci.
Muhammet Deveci, Arunodaya Raj Mishra, Pratibha Rani, Ilgin Gökasar, Mehtap Isik, Dursun Delen, Keng-Boon Ooi, Tugrul U. Daim
2024 J jnl
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda.
Eur. J. Oper. Res.
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
2024 — conf
Introduction to the Minitrack on Data Science and Machine Learning to Support Business Decisions.
HICSS
Dursun Delen, Behrooz Davazdahemami, Hamed Majidi Zolbanin
2024 J jnl
Navigating the new normal: Redefining N95 respirator design with an integrated text mining and quality function deployment-based optimization model.
Comput. Ind. Eng.
Rajan Kumar Gangadhari, Pradeep Kumar Tarei, Pushpendu Chand, Meysam Rabiee, Dursun Delen
2024 J jnl
Neutrosophic bipolar fuzzy decision-based approach for developing sustainable circular business model innovation tools.
Comput. Ind. Eng.
Aws Alaa Zaidan, Muhammet Deveci, Hassan A. AlSattar, Sarah Qahtan, Wen-Long Shang, Dursun Delen, Nahia Mourad, Zainab Khalid Mohammed
2024 J jnl
Operational assessment of nursing homes at times of pandemic: an integrated DEA and machine learning approach.
Oper. Res.
Özlem Cosgun, Amjad Umar, Dursun Delen
2024 J jnl
Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework.
Inf. Syst. Frontiers
Dursun Delen, Behrooz Davazdahemami, Elham Rasouli Dezfouli
2024 — conf
The Impact of AI-Generated Misinformation Features on Human Believability: A Qualitative Approach.
AMCIS
Qinhui Wang, Corey Baham, Dursun Delen
2024 J jnl
Towards explainable artificial intelligence through expert-augmented supervised feature selection.
Decis. Support Syst.
Meysam Rabiee, Mohsen Mirhashemi, Michael S. Pangburn, Saeed Piri, Dursun Delen
2023 J jnl
A Framework for Mitigating Excessive Transportation in the Context of Manufacturing Localization.
IEEE Trans. Fuzzy Syst.
Enes Eryarsoy, Hakki Nalcioglu, Hüseyin Selçuk Kiliç, Ahmet Selcuk Yalcin, Selim Zaim, Dursun Delen
2023 J jnl
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis.
Inf. Syst.
Zhuqi Miao, Meghan D. Sealey, Shrie Raam Sathyanarayanan, Dursun Delen, Lan Zhu, Scott Shepherd
2023 J jnl
A new rough ordinal priority-based decision support system for purchasing electric vehicles.
Inf. Sci.
Sadik Kucuksari, Dragan Pamucar, Muhammet Deveci, Nuh Erdogan, Dursun Delen
2023 J jnl
Adoption of energy consumption in urban mobility considering digital carbon footprint: A two-phase interval-valued Fermatean fuzzy dominance methodology.
Eng. Appl. Artif. Intell.
S. Jeevaraj, Ilgin Gökasar, Muhammet Deveci, Dursun Delen, Bilal Bahaa Zaidan, Xin Wen, Wen-Long Shang, Gang Kou
2023 J jnl
An integrated approach for lean production using simulation and data envelopment analysis.
Ann. Oper. Res.
Sinem Büyüksaatçi Kiris, Enes Eryarsoy, Selim Zaim, Dursun Delen
2023 J jnl
Application of MADM methods in Industry 4.0: A literature review.
Comput. Ind. Eng.
Wael Zayat, Hüseyin Selçuk Kiliç, Ahmet Selcuk Yalcin, Selim Zaim, Dursun Delen
2023 J jnl
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.
Hend Ghailani, A. A. Zaidan, Sarah Qahtan, Hassan A. AlSattar, Mostafa Al-Emran, Muhammet Deveci, Dursun Delen
2023 J jnl
Evaluation of agriculture-food 4.0 supply chain approaches using Fermatean probabilistic hesitant-fuzzy sets based decision making model.
Appl. Soft Comput.
Sarah Qahtan, Hassan A. AlSattar, A. A. Zaidan, Muhammet Deveci, Dragan Pamucar, Dursun Delen, Witold Pedrycz
2023 J jnl
Evaluation of metaverse integration alternatives of sharing economy in transportation using fuzzy Schweizer-Sklar based ordinal priority approach.
Decis. Support Syst.
Dragan Pamucar, Muhammet Deveci, Ilgin Gökasar, Dursun Delen, Mario Köppen, Witold Pedrycz
2023 — conf
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics.
HICSS
Dursun Delen, Behrooz Davazdahemami
2023 J jnl
Measuring efficiency of the high-tech industry using uncertain multi-stage nonparametric technologies.
Expert Syst. Appl.
Xinwang Liu, Xiaoqing Chen, Qun Wu, Muhammet Deveci, Dursun Delen
2023 J jnl
Optimizing sustainable industry investment selection: A golden cut-enhanced quantum spherical fuzzy decision-making approach.
Appl. Soft Comput.
Ümit Hacioglu, Hasan Dinçer, Mustafa Kemal Yilmaz, Serhat Yüksel, Mariama Sonko, Dursun Delen
2023 J jnl
Performance assessment of sustainable transportation in the shipping industry using a q-rung orthopair fuzzy rough sets-based decision making methodology.
Expert Syst. Appl.
Sarah Qahtan, Hassan A. AlSattar, A. A. Zaidan, Muhammet Deveci, Dragan Pamucar, Dursun Delen
2022 J jnl
A Machine Learning Framework for Assessing the Risk of Venous Thromboembolism in Patients Undergoing Hip or Knee Replacement.
J. Heal. Informatics Res.
Elham Rasouli Dezfouli, Dursun Delen, Huimin Zhao, Behrooz Davazdahemami
2022 J jnl
A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria.
Ann. Oper. Res.
Ibrahim Yazici, Ömer Faruk Beyca, Omer Faruk Gurcan, Halil Zaim, Dursun Delen, Selim Zaim
2022 J jnl
A critical assessment of consumer reviews: A hybrid NLP-based methodology.
Decis. Support Syst.
Baidyanath Biswas, Pooja Sengupta, Ajay Kumar, Dursun Delen, Shivam Gupta
2022 J jnl
A fuzzy Einstein-based decision support system for public transportation management at times of pandemic.
Knowl. Based Syst.
Muhammet Deveci, Dragan Pamucar, Ilgin Gökasar, Dursun Delen, Luis Martínez
2022 J jnl
A probabilistic data analytics methodology based on Bayesian Belief network for predicting and understanding breast cancer survival.
Knowl. Based Syst.
Asli Z. Dag, Zumrut Akcam, Eyyüb Y. Kibis, Serhat Simsek, Dursun Delen
2022 J jnl
A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums.
Decis. Support Syst.
Baidyanath Biswas, Arunabha Mukhopadhyay, Sudip Bhattacharjee, Ajay Kumar, Dursun Delen
2022 J jnl
An Adaptive Simulated Annealing-Based Machine Learning Approach for Developing an E-Triage Tool for Hospital Emergency Operations.
CoRR
Abdulaziz Ahmed, Mohammed Al-Maamari, Mohammad Firouz, Dursun Delen
2022 J jnl
An explanatory machine learning framework for studying pandemics: The case of COVID-19 emergency department readmissions.
Decis. Support Syst.
Behrooz Davazdahemami, Hamed Majidi Zolbanin, Dursun Delen
2022 J jnl
An interactive decision support system for real-time ambulance relocation with priority guidelines.
Decis. Support Syst.
Mahdi Hajiali, Ebrahim Teimoury, Meysam Rabiee, Dursun Delen
2022 J jnl
An interpretable decision-support systems for daily cryptocurrency trading.
Expert Syst. Appl.
Hamidreza Ahady Dolatsara, Eyyüb Y. Kibis, Musa Çaglar, Serhat Simsek, Ali Dag, Gelareh Ahadi Dolatsara, Dursun Delen
2022 J jnl
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.
Sudip Bhattacharjee, Dursun Delen, Maryam Ghasemaghaei, Ajay Kumar, Eric W. T. Ngai
2022 J jnl
Data analytics for the sustainable use of resources in hospitals: Predicting the length of stay for patients with chronic diseases.
Inf. Manag.
Hamed Majidi Zolbanin, Behrooz Davazdahemami, Dursun Delen, Amir Hassan Zadeh
2022 J jnl
Deep-learning-based short-term electricity load forecasting: A real case application.
Eng. Appl. Artif. Intell.
Ibrahim Yazici, Ömer Faruk Beyca, Dursun Delen
2022 J jnl
Discovering injury severity risk factors in automobile crashes: A hybrid explainable AI framework for decision support.
Reliab. Eng. Syst. Saf.
Mostafa Amini, Ali Bagheri, Dursun Delen
2022 — conf
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics.
HICSS
Behrooz Davazdahemami, Hamed Majidi Zolbanin, Dursun Delen
2022 J jnl
Relationship between electronic health records strategy and user satisfaction: a longitudinal study using clinicians' online reviews.
J. Am. Medical Informatics Assoc.
Ankita Srivastava, Surya Ayyalasomayajula, Chenzhang Bao, Sezgin Ayabakan, Dursun Delen
2022 C conf
Simulation-Based Electronic Health Record Usability Evaluation: A Proof of Concept.
ICIS
Ankita Srivastava, Dursun Delen
2021 J jnl
A probabilistic Bayesian inference model to investigate injury severity in automobile crashes.
Decis. Support Syst.
Kazim Topuz, Dursun Delen
2021 C conf
Assessing Ambulatory HIT Spillover Effects on Hospital Inpatient Costs.
ICIS
Ankita Srivastava, Chenzhang Bao, Dursun Delen
2021 J jnl
Clustering temporal disease networks to assist clinical decision support systems in visual analytics of comorbidity progression.
Decis. Support Syst.
Yajun Lu, Suhao Chen, Zhuqi Miao, Dursun Delen, Andrew Gin
2021 J jnl
Crafting performance-based cryptocurrency mining strategies using a hybrid analytics approach.
Decis. Support Syst.
Ümit Hacioglu, Dounia Chlyeh, Mustafa Kemal Yilmaz, Ekrem Tatoglu, Dursun Delen
2021 — conf
Introduction to the Minitrack on Data, Text and Web Mining for Business Analytics.
HICSS
Dursun Delen, Hamed Majidi Zolbanin, Behrooz Davazdahemami
2021 A conf
KNIME Analytics Platform for Visual Data Science and Business Analytics Teaching.
SIGCSE
Dursun Delen, Stefan Helfrich, Rosaria Silipo
2021 J jnl
Predicting and Explaining Pig Iron Production on Charcoal Blast Furnaces: A Machine Learning Approach.
INFORMS J. Appl. Anal.
Marcio Salles Melo Lima, Enes Eryarsoy, Dursun Delen
2021 J jnl
To imprison or not to imprison: an analytics model for drug courts.
Ann. Oper. Res.
Dursun Delen, Hamed Majidi Zolbanin, Durand Crosby, David Wright
2020 J jnl
A Predictive Analytics-Based Decision Support System for Drug Courts.
Inf. Syst. Frontiers
Hamed Majidi Zolbanin, Dursun Delen, Durand Crosby, David Wright
2020 J jnl
An integrated decision analysis methodology based on IF-DEMATEL and IF-ELECTRE for personnel selection.
Decis. Support Syst.
Hüseyin Selçuk Kiliç, Ayse Ecenaz Demirci, Dursun Delen
2020 J jnl
Assessing the supply chain performance: a causal analysis.
Ann. Oper. Res.
Erkan Bayraktar, Kazim Sari, Ekrem Tatoglu, Selim Zaim, Dursun Delen
2020 J jnl
Development of a Bayesian Belief Network-based DSS for predicting and understanding freshmen student attrition.
Eur. J. Oper. Res.
Dursun Delen, Kazim Topuz, Enes Eryarsoy
2020 — conf
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics.
HICSS
Dursun Delen, Behrooz Davazdahemami, Hamed Majidi Zolbanin
2020 J jnl
Predicting and explaining corruption across countries: A machine learning approach.
Gov. Inf. Q.
Marcio Salles Melo Lima, Dursun Delen
2020 J jnl
Using predictive analytics to identify drug-resistant epilepsy patients.
Health Informatics J.
Dursun Delen, Behrooz Davazdahemami, Enes Eryarsoy, Leman Tomak, Abhinav Valluru
2019 — conf
Clinical Intervention Research with EHR: A Big Data Analytics Approach.
AMCIS
Rupesh Agrawal, Dursun Delen, Bruce Benjamin
2019 J jnl
Examining the effect of prescription sequence on developing adverse drug reactions: The case of renal failure in diabetic patients.
Int. J. Medical Informatics
Behrooz Davazdahemami, Dursun Delen
2019 — conf
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics.
HICSS
Dursun Delen, Hamed Majidi Zolbanin
2019 J jnl
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.
Ineen Sultana, Madhav Erraguntla, Hye-Chung Kum, Dursun Delen, Mark Lawley
2019 J jnl
Predicting and explaining inflammation in Crohn's disease patients using predictive analytics methods and electronic medical record data.
Health Informatics J.
Bhargava K. Reddy, Dursun Delen, Rupesh Agrawal
2019 — conf
Predicting the Outcome of a Football Game: A Comparative Analysis of Single and Ensemble Analytics Methods.
HICSS
Enes Eryarsoy, Dursun Delen
2019 J jnl
Social Media for Nowcasting Flu Activity: Spatio-Temporal Big Data Analysis.
Inf. Syst. Frontiers
Amir Hassan Zadeh, Hamed Majidi Zolbanin, Ramesh Sharda, Dursun Delen
2019 J jnl
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.
Behrooz Davazdahemami, Dursun Delen
2019 J jnl
Volume discount strategies for the provider selection problem in telecommunications under uncertainty.
J. Intell. Fuzzy Syst.
Hasan Hüseyin Turan, Nihat Kasap, Dursun Delen, Hüseyin Savran
2018 J jnl
A chronological pharmacovigilance network analytics approach for predicting adverse drug events.
J. Am. Medical Informatics Assoc.
Behrooz Davazdahemami, Dursun Delen
2018 J jnl
A decision analytic approach to predicting quality of life for lung transplant recipients: A hybrid genetic algorithms-based methodology.
Eur. J. Oper. Res.
Asil Oztekin, Lina Al-Ebbini, Aise Zülal Sevkli, Dursun Delen
2018 J jnl
A synthetic informative minority over-sampling (SIMO) algorithm leveraging support vector machine to enhance learning from imbalanced datasets.
Decis. Support Syst.
Saeed Piri, Dursun Delen, Tieming Liu
2018 J jnl
An Automated Grading and Diagnosis System for Evaluation of Dry Eye Syndrome.
J. Medical Syst.
Ayse Bagbaba, Baha Sen, Dursun Delen, Betul Seher Uysal
2018 J jnl
Development of a new metric to identify rare patterns in association analysis: The case of analyzing diabetes complications.
Expert Syst. Appl.
Saeed Piri, Dursun Delen, Tieming Liu, William Paiva
2018 — conf
Introduction to the Minitrack on Data, Text and Web Mining for Business Analytics.
HICSS
Dursun Delen, Hamed Majidi Zolbanin
2018 J jnl
Medical informatics research trend analysis: A text mining approach.
Health Informatics J.
Yong-Mi Kim, Dursun Delen
2018 J jnl
Predicting hospital readmission for lupus patients: An RNN-LSTM-based deep-learning methodology.
Comput. Biol. Medicine
Bhargava K. Reddy, Dursun Delen
2018 J jnl
Processing electronic medical records to improve predictive analytics outcomes for hospital readmissions.
Decis. Support Syst.
Hamed Majidi Zolbanin, Dursun Delen
2018 J jnl
Provider selection and task allocation in telecommunications with QoS degradation policy.
Ann. Oper. Res.
Nihat Kasap, Hasan Hüseyin Turan, Hüseyin Savran, Berna Tektas Sivrikaya, Dursun Delen
2018 J jnl
The Strategic Value of Big Data Analytics in Health Care Policy-Making.
Int. J. E Bus. Res.
Hamed Majidi Zolbanin, Dursun Delen, Sushil K. Sharma
2017 J jnl
A Hybrid Heuristic Approach to Provider Selection and Task Allocation Problem in Telecommunications with Varying QoS Levels.
Int. J. Comput. Intell. Syst.
Nihat Kasap, Berna Tektas Sivrikaya, Hasan Hüseyin Turan, Dursun Delen
2017 Misc conf
A Probabilistic Scoring Model to Evaluate Providers Regarding Continuity of Care from a Relational Perspective.
AMIA
Kazim Topuz, Scott Shepherd, William D. Paiva, Dursun Delen, Krista Schumacher, Shrie Raam Sathyanarayanan, Mehmet Bayram Yildirim
2017 J jnl
A data analytics approach to building a clinical decision support system for diabetic retinopathy: Developing and deploying a model ensemble.
Decis. Support Syst.
Saeed Piri, Dursun Delen, Tieming Liu, Hamed Majidi Zolbanin
2017 J jnl
A fuzzy long-term investment planning model for a GenCo in a hybrid electricity market considering climate change impacts.
Inf. Syst. Frontiers
Berna Tektas Sivrikaya, Ferhan Çebi, Hasan Hüseyin Turan, Nihat Kasap, Dursun Delen
2017 J jnl
An analytic approach to assessing organizational citizenship behavior.
Decis. Support Syst.
Ozlem Ayaz Arda, Dursun Delen, Ekrem Tatoglu, Selim Zaim
2017 — conf
Data Integration and Predictive Analysis System for Disease Prophylaxis.
HICSS
Madhav Erraguntla, John Freeze, Dursun Delen, Karthic Madanagopal, Richard J. Mayer, Jam Khojasteh
2017 — conf
Introduction to Data, Text and Web Mining for Business Analytics Minitrack.
HICSS
Dursun Delen, Enes Eryarsoy, Sadi Seker
2017 J jnl
Knowledge management and ERP: Complementary or contradictory?
Int. J. Inf. Manag.
M. Fatih Acar, Merve Tarim, Halil Zaim, Selim Zaim, Dursun Delen
2016 J jnl
A Novel Method for Automated Diagnosis of Epilepsy Using Complex-Valued Classifiers.
IEEE J. Biomed. Health Informatics
Musa Peker, Baha Sen, Dursun Delen
2016 J jnl
A fuzzy-hybrid analytic model to assess investors' perceptions for industry selection.
Decis. Support Syst.
Hasan Dinçer, Ümit Hacioglu, Ekrem Tatoglu, Dursun Delen
2016 — conf
Introduction to Data, Text, and Web Mining for Business Analytics Minitrack.
HICSS
Dursun Delen
2016 J jnl
Stochastic Capacity Acquisition and Allocation Model for Bandwidth Brokers under Fuzzy Volume Based Pricing Scheme.
Int. J. Comput. Intell. Syst.
Hasan Hüseyin Turan, Nihat Kasap, Dursun Delen, Mehmet Nahit Serarslan
2015 J jnl
Analyzing initial public offerings' short-term performance using decision trees and SVMs.
Decis. Support Syst.
Eyup Basti, Cemil Kuzey, Dursun Delen
2015 — conf
Introduction to Data, Text, and Web Mining for Business Analytics Minitrack.
HICSS
Dursun Delen, Asil Oztekin
2015 J jnl
Predicting overall survivability in comorbidity of cancers: A data mining approach.
Decis. Support Syst.
Hamed Majidi Zolbanin, Dursun Delen, Amir Hassan Zadeh
2015 J jnl
Selecting "The Best" ERP system for SMEs using a combination of ANP and PROMETHEE methods.
Expert Syst. Appl.
Hüseyin Selçuk Kiliç, Selim Zaim, Dursun Delen
2015 J jnl
The Influence of Knowledge Management on Financial and Non-Financial Performance.
J. Inf. Knowl. Manag.
Asil Oztekin, Dursun Delen, Halil Zaim, Ali Turkyilmaz, Selim Zaim
2014 J jnl
A comparative analysis of machine learning methods for classification type decision problems in healthcare.
Decis. Anal.
Nahit Emanet, Halil R. Öz, Nazan Bayram, Dursun Delen
2014 J jnl
A critical assessment of imbalanced class distribution problem: The case of predicting freshmen student attrition.
Expert Syst. Appl.
Dech Thammasiri, Dursun Delen, Phayung Meesad, Nihat Kasap
2014 — conf
Analyzing the Predictability of Exchange Traded Funds Characteristics in the Mutual Fund Market on the Flow of Shares Using a Data Mining Approach.
HICSS
Asil Oztekin, Kyle Best, Dursun Delen
2014 J jnl
Development of a hybrid methodology for ERP system selection: The case of Turkish Airlines.
Decis. Support Syst.
Hüseyin Selçuk Kiliç, Selim Zaim, Dursun Delen
2014 — conf
Evaluating Emotions in Mobile Application Descriptions: Sentiment Analysis Approach.
AMCIS
Supavich Pengnate, Dursun Delen
2014 — conf
Introduction to Data, Text, and Web Mining for Managerial Decision Support Minitrack.
HICSS
Dursun Delen, Asil Oztekin
2014 J jnl
The impact of multinationality on firm value: A comparative analysis of machine learning techniques.
Decis. Support Syst.
Cemil Kuzey, Ali Uyar, Dursun Delen
2014 J jnl
Use of ANP weighted crisp and fuzzy QFD for product development.
Expert Syst. Appl.
Selim Zaim, Mehmet Sevkli, Hatice Camgöz-Akdag, Omer Fahrettin Demirel, A. Yesim Yayla, Dursun Delen
2013 J jnl
A comparative analysis of machine learning systems for measuring the impact of knowledge management practices.
Decis. Support Syst.
Dursun Delen, Halil Zaim, Cemil Kuzey, Selim Zaim
2013 J jnl
A machine learning-based usability evaluation method for eLearning systems.
Decis. Support Syst.
Asil Oztekin, Dursun Delen, Ali Turkyilmaz, Selim Zaim
2013 — conf
An Analytic Approach to Understanding and Predicting Healthcare Coverage.
ICIMTH
Dursun Delen, Christie M. Fuller
2013 J jnl
Data, information and analytics as services.
Decis. Support Syst.
Dursun Delen, Haluk Demirkan
2013 — conf
Introduction to Predictive Analytics and Big Data Minitrack.
HICSS
Dursun Delen, Asil Oztekin, Haluk Demirkan
2013 J jnl
Leveraging the capabilities of service-oriented decision support systems: Putting analytics and big data in cloud.
Decis. Support Syst.
Haluk Demirkan, Dursun Delen
2013 J jnl
Measuring firm performance using financial ratios: A decision tree approach.
Expert Syst. Appl.
Dursun Delen, Cemil Kuzey, Ali Uyar
2013 J jnl
Optimal Pricing Strategies for Capacity Leasing Based on Time and Volume Usage in Telecommunication Networks.
Decis. Sci.
Nihat Kasap, Berna Tektas Sivrikaya, Dursun Delen
2012 J jnl
An analytic approach to better understanding and management of coronary surgeries.
Decis. Support Syst.
Dursun Delen, Asil Oztekin, Leman Tomak
2012 J jnl
Comparative analysis of data mining methods for bankruptcy prediction.
Decis. Support Syst.
David L. Olson, Dursun Delen, Yanyan Meng
2012 J jnl
Development of a fuzzy ANP based SWOT analysis for the airline industry in Turkey.
Expert Syst. Appl.
Mehmet Sevkli, Asil Oztekin, Özgür Uysal, Gökhan Torlak, Ali Turkyilmaz, Dursun Delen
2012 — conf
Forecasting Financial Success of Hollywood Movies - A Comparative Analysis of Machine Learning Methods.
ICINCO (1)
Dursun Delen, Ramesh Sharda
2012 J jnl
Intelligent Computational Techniques in Science, Engineering and Business.
Expert Syst. Appl.
Dursun Delen, Asil Oztekin, Aziz Kolkiran
2012 J jnl
Measuring the efficiency of customer satisfaction and loyalty for mobile phone brands with DEA.
Expert Syst. Appl.
Erkan Bayraktar, Ekrem Tatoglu, Ali Turkyilmaz, Dursun Delen, Selim Zaim
2012 J jnl
Predicting and analyzing secondary education placement-test scores: A data mining approach.
Expert Syst. Appl.
Baha Sen, Emine Uçar, Dursun Delen
2011 J jnl
An investigation of data and text mining methods for real world deception detection.
Expert Syst. Appl.
Christie M. Fuller, David P. Biros, Dursun Delen
2011 J jnl
Better management of blood supply-chain with GIS-based analytics.
Ann. Oper. Res.
Dursun Delen, Madhav Erraguntla, Richard J. Mayer, Chang-Nien Wu
2011 J jnl
Development of a structural equation modeling-based decision tree methodology for the analysis of lung transplantations.
Decis. Support Syst.
Asil Oztekin, Zhenyu James Kong, Dursun Delen
2011 J jnl
The promise of RFID-based sensors in the perishables supply chain.
IEEE Wirel. Commun.
Dursun Delen, Ramesh Sharda, Bill C. Hardgrave
2011 — conf
Understading Black Boxes: Knowledge Induction From Models.
PACIS
Jinhwa Kim, Jae Kwon Bae, Dursun Delen
2010 J jnl
A comparative analysis of machine learning techniques for student retention management.
Decis. Support Syst.
Dursun Delen
2010 J jnl
A machine learning-based approach to prognostic analysis of thoracic transplantations.
Artif. Intell. Medicine
Dursun Delen, Asil Oztekin, Zhenyu James Kong
2010 J jnl
An RFID network design methodology for asset tracking in healthcare.
Decis. Support Syst.
Asil Oztekin, Foad Mahdavi Pajouh, Dursun Delen, Leva K. Swim
2009 J jnl
A holistic approach to manufacturing systems modelling.
Int. J. Simul. Process. Model.
Dursun Delen
2009 J jnl
A holistic framework for knowledge discovery and management.
Commun. ACM
Dursun Delen, Suliman Al-Hawamdeh
2009 J jnl
Analysis of cancer data: a data mining approach.
Expert Syst. J. Knowl. Eng.
Dursun Delen
2009 J jnl
Analysis of healthcare coverage: A data mining approach.
Expert Syst. Appl.
Dursun Delen, Christie M. Fuller, Charles McCann, Deepa Ray
2009 — ed.
International Conference on Networked Computing and Advanced Information Management, NCM 2009, Fifth International Joint Conference on INC, IMS and IDC: INC 2009: International Conference on Networked Computing, IMS 2009: International Conference on Advanced Information Management and Service, IDC 2009: International Conference on Digital Content, Multimedia Technology and its Applications, Seoul, Korea, August 25-27, 2009
NCM
Jinhwa Kim, Dursun Delen, Jinsoo Park, Franz Ko, Chen Rui, Jong Hyung Lee, Jian Wang, Gang Kou
2009 J jnl
Predicting the graft survival for heart-lung transplantation patients: An integrated data mining methodology.
Int. J. Medical Informatics
Asil Oztekin, Dursun Delen, Zhenyu James Kong
2008 — book
Advanced Data Mining Techniques.
David L. Olson, Dursun Delen
2008 — conf
Exploration of Feature Selection and Advanced Classification Models for High-Stakes Deception Detection.
HICSS
Christie M. Fuller, David P. Biros, Dursun Delen
2008 — ed.
NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008 - Volume 1
NCM (1)
Jinhwa Kim, Dursun Delen, Jinsoo Park, Franz Ko, Yun Ji Na
2008 — ed.
NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008 - Volume 2
NCM (2)
Jinhwa Kim, Dursun Delen, Jinsoo Park, Franz Ko, Yun Ji Na
2008 J jnl
Seeding the survey and analysis of research literature with text mining.
Expert Syst. Appl.
Dursun Delen, Martin D. Crossland
2007 J jnl
Movie forecast Guru: A Web-based DSS for Hollywood managers.
Decis. Support Syst.
Dursun Delen, Ramesh Sharda, Prajeeb Kumar
2007 — conf
Using Neural Networks to Forecast Box Office Success.
AMCIS
Mike Henry, Ramesh Sharda, Dursun Delen
2006 J jnl
An integrated and intelligent DSS for manufacturing systems.
Expert Syst. Appl.
Dursun Delen, David B. Pratt
2006 — conf
Knowledge Extraction from Prostate Cancer Data.
HICSS
Dursun Delen, Nainish Patil
2006 J jnl
Predicting box-office success of motion pictures with neural networks.
Expert Syst. Appl.
Ramesh Sharda, Dursun Delen
2005 J jnl
A Scalable Classification Algorithm for Very Large Datasets.
J. Inf. Knowl. Manag.
Dursun Delen, Marilyn G. Kletke, Jin-Hwa Kim
2005 — conf
Data Quality in Very Large, Multiple-Source, Secondary Datasets for Data Mining Applications.
AMCIS
Marilyn G. Kletke, Dursun Delen
2005 J jnl
Integrated modeling: the key to holistic understanding of the enterprise.
Commun. ACM
Dursun Delen, Nikunj P. Dalal, Perakath C. Benjamin
2005 J jnl
Performance analysis of a kitting process in stochastic assembly systems.
Comput. Oper. Res.
Satheesh Ramachandran, Dursun Delen
2005 J jnl
Predicting breast cancer survivability: a comparison of three data mining methods.
Artif. Intell. Medicine
Dursun Delen, Glenn Walker, Amit Kadam
2004 — conf
An Approach to Improve Classification Accuracy in Very Large Datasets.
AMCIS
Marilyn G. Kletke, Dursun Delen, Jin-Hwa Kim
2003 J jnl
A hybrid approach to knowledge discovery from military health systems.
Neural Parallel Sci. Comput.
Dursun Delen, Satheesh Ramachandran
2003 J jnl
Towards a truly integrated enterprise modeling and analysis environment.
Comput. Ind.
Dursun Delen, Perakath C. Benjamin
2001 J jnl
Enabling multi-use, multi-tool models of manufacturing systems through an experimental frame expert system.
J. Intell. Manuf.
Dursun Delen, David B. Pratt, Manjunath Kamath
2000 Misc conf
Distributed web-based component architectures: a model-based approach for component simulation development.
WSC
Perakath C. Benjamin, Dursun Delen, Richard J. Mayer, Timothy O'Brien
2000 Misc conf
Enterprise modeling and analysis: an enterprise modeling and analysis toolkit.
WSC
Dursun Delen, Perakath C. Benjamin
1999 Misc conf
An integrated toolkit for enterprise modeling and analysis.
WSC
Dursun Delen, Perakath C. Benjamin, Madhav Erraguntla
1998 Misc conf
An Introduction to Simulation Using ProSim for Business Process Simulation and Analysis.
WSC
Perakath C. Benjamin, Dursun Delen, Madhav Erraguntla
1998 Misc conf
Integrated Modeling and Analysis Generator Environment (IMAGE): A Decision Support Tool.
WSC
Dursun Delen, Perakath C. Benjamin, Madhav Erraguntla
1998 Misc conf
Simulation Modeling at Multiple Levels of Abstraction.
WSC
Perakath C. Benjamin, Madhav Erraguntla, Dursun Delen, Richard J. Mayer
1996 Misc conf
A New Paradigm for Manufacturing Enterprise Modeling: Reusable, Multi-Tool Modeling.
WSC
Dursun Delen, David B. Pratt, Manjunath Kamath