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2020 – today
- 2024
[j121]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): 1315-1316 (2024)- [j120]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): 641-644 (2024) - [j119]Kazim Topuz, Behrooz Davazdahemami, Dursun Delen:
A Bayesian belief network-based analytics methodology for early-stage risk detection of novel diseases. Ann. Oper. Res. 341(1): 673-697 (2024) - [j118]Mohammed Talal, Michael Loong Peng Tan, Dragan Pamucar, Dursun Delen, Witold Pedrycz, Vladimir Simic:
Evaluation and benchmarking of research-based microgrid systems using FWZIC-VIKOR approach for sustainable energy management. Appl. Soft Comput. 166: 112132 (2024) - [j117]Bilal Bahaa Zaidan, Hassan Abdulsattar Ibrahim, Nahia Mourad, Aws Alaa Zaidan, Hossein Pilehkouhi, Sarah Qahtan, Muhammet Deveci, Dursun Delen:
An in-depth analysis of ensemble multi-criteria decision making: A comprehensive guide to terminology, design, applications, evaluations, and future prospects. Appl. Soft Comput. 167: 112267 (2024) - [j116]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: 109962 (2024) - [j115]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: 109966 (2024) - [j114]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: 114102 (2024) - [j113]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: 114214 (2024) - [j112]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): 249-272 (2024) - [j111]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): 121420 (2024) - [j110]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: 120008 (2024) - [j109]Dursun Delen, Behrooz Davazdahemami, Elham Rasouli Dezfouli:
Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework. Inf. Syst. Frontiers 26(2): 641-662 (2024) - [j108]Erkan Bayraktar, Ekrem Tatoglu, Arafat Salih Aydiner, Dursun Delen:
Business Analytics Adoption and Technological Intensity: An Efficiency Analysis. Inf. Syst. Frontiers 26(4): 1509-1526 (2024) - [j107]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): 1763-1773 (2024) - [j106]Burak Cankaya, Bulent Erenay, Eyyub Kibis, Aaron Glassman, Dursun Delen:
Charting the future of pilots: maximizing airline workforce efficiency through advanced analytics. Oper. Res. 24(3): 50 (2024) - [c38]Qinhui Wang, Corey Baham, Dursun Delen:
The Impact of AI-Generated Misinformation Features on Human Believability: A Qualitative Approach. AMCIS 2024 - [c37]Dursun Delen, Behrooz Davazdahemami, Hamed Majidi Zolbanin:
Introduction to the Minitrack on Data Science and Machine Learning to Support Business Decisions. HICSS 2024: 1037-1039 - [c36]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: 1040-1049 - 2023
- [j105]Sinem Büyüksaatçi Kiris, Enes Eryarsoy, Selim Zaim, Dursun Delen:
An integrated approach for lean production using simulation and data envelopment analysis. Ann. Oper. Res. 320(2): 863-886 (2023) - [j104]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: 110170 (2023) - [j103]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: 110606 (2023) - [j102]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: 110853 (2023) - [j101]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: 109075 (2023) - [j100]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: 113944 (2023) - [j99]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: 106836 (2023) - [j98]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: 119490 (2023) - [j97]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: 119958 (2023) - [j96]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: 102130 (2023) - [j95]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: 119443 (2023) - [j94]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): 619-630 (2023) - [c35]Dursun Delen, Behrooz Davazdahemami:
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics. HICSS 2023: 918-919 - 2022
- [j93]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): 753-776 (2022) - [j92]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: 113651 (2022) - [j91]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: 113712 (2022) - [j90]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: 113799 (2022) - [j89]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: 113730 (2022) - [j88]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: 113867 (2022) - [j87]Ibrahim Yazici, Ömer Faruk Beyca, Dursun Delen:
Deep-learning-based short-term electricity load forecasting: A real case application. Eng. Appl. Artif. Intell. 109: 104645 (2022) - [j86]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: 117409 (2022) - [j85]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): 103282 (2022) - [j84]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): 1577-1583 (2022) - [j83]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): 423-441 (2022) - [j82]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: 108407 (2022) - [j81]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: 109414 (2022) - [j80]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: 108720 (2022) - [c34]Behrooz Davazdahemami, Hamed Majidi Zolbanin, Dursun Delen:
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics. HICSS 2022: 1-2 - [c33]Ankita Srivastava, Dursun Delen:
Simulation-Based Electronic Health Record Usability Evaluation: A Proof of Concept. ICIS 2022 - [i1]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 abs/2212.11892 (2022) - 2021
- [j79]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): 101-124 (2021) - [j78]Ümit 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: 113473 (2021) - [j77]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: 113583 (2021) - [j76]Kazim Topuz, Dursun Delen:
A probabilistic Bayesian inference model to investigate injury severity in automobile crashes. Decis. Support Syst. 150: 113557 (2021) - [j75]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): 213-235 (2021) - [c32]Dursun Delen, Hamed Majidi Zolbanin, Behrooz Davazdahemami:
Introduction to the Minitrack on Data, Text and Web Mining for Business Analytics. HICSS 2021: 1 - [c31]Ankita Srivastava, Chenzhang Bao, Dursun Delen:
Assessing Ambulatory HIT Spillover Effects on Hospital Inpatient Costs. ICIS 2021 - [c30]Dursun Delen, Stefan Helfrich, Rosaria Silipo:
KNIME Analytics Platform for Visual Data Science and Business Analytics Teaching. SIGCSE 2021: 1373 - 2020
- [j74]Erkan Bayraktar, Kazim Sari, Ekrem Tatoglu, Selim Zaim, Dursun Delen:
Assessing the supply chain performance: a causal analysis. Ann. Oper. Res. 287(1): 37-60 (2020) - [j73]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: 113360 (2020) - [j72]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): 575-587 (2020) - [j71]Marcio Salles Melo Lima, Dursun Delen:
Predicting and explaining corruption across countries: A machine learning approach. Gov. Inf. Q. 37(1) (2020) - [j70]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) - [j69]Hamed Majidi Zolbanin, Dursun Delen, Durand Crosby, David Wright:
A Predictive Analytics-Based Decision Support System for Drug Courts. Inf. Syst. Frontiers 22(6): 1323-1342 (2020) - [c29]Dursun Delen, Behrooz Davazdahemami, Hamed Majidi Zolbanin:
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics. HICSS 2020: 1
2010 – 2019
- 2019
- [j68]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: 168-177 (2019) - [j67]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) - [j66]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: 62-70 (2019) - [j65]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): 743-760 (2019) - [j64]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): 2991-3015 (2019) - [j63]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): 223:1-223:15 (2019) - [c28]Rupesh Agrawal, Dursun Delen, Bruce Benjamin:
Clinical Intervention Research with EHR: A Big Data Analytics Approach. AMCIS 2019 - [c27]Dursun Delen, Hamed Majidi Zolbanin:
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics. HICSS 2019: 1-2 - [c26]Enes Eryarsoy, Dursun Delen:
Predicting the Outcome of a Football Game: A Comparative Analysis of Single and Ensemble Analytics Methods. HICSS 2019: 1-9 - 2018
- [j62]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): 311-337 (2018) - [j61]Bhargava K. Reddy, Dursun Delen:
Predicting hospital readmission for lupus patients: An RNN-LSTM-based deep-learning methodology. Comput. Biol. Medicine 101: 199-209 (2018) - [j60]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: 15-29 (2018) - [j59]Hamed Majidi Zolbanin, Dursun Delen:
Processing electronic medical records to improve predictive analytics outcomes for hospital readmissions. Decis. Support Syst. 112: 98-110 (2018) - [j58]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): 639-651 (2018) - [j57]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: 112-125 (2018) - [j56]Yong-Mi Kim, Dursun Delen:
Medical informatics research trend analysis: A text mining approach. Health Informatics J. 24(4): 432-452 (2018) - [j55]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): 20-33 (2018) - [j54]Behrooz Davazdahemami, Dursun Delen:
A chronological pharmacovigilance network analytics approach for predicting adverse drug events. J. Am. Medical Informatics Assoc. 25(10): 1311-1321 (2018) - [j53]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): 227 (2018) - [c25]Dursun Delen, Hamed Majidi Zolbanin:
Introduction to the Minitrack on Data, Text and Web Mining for Business Analytics. HICSS 2018: 1 - 2017
- [j52]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: 12-27 (2017) - [j51]Ozlem Ayaz Arda, Dursun Delen, Ekrem Tatoglu, Selim Zaim:
An analytic approach to assessing organizational citizenship behavior. Decis. Support Syst. 103: 9-23 (2017) - [j50]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): 866-881 (2017) - [j49]M. Fatih Acar, Merve Tarim, Halil Zaim, Selim Zaim, Dursun Delen:
Knowledge management and ERP: Complementary or contradictory? Int. J. Inf. Manag. 37(6): 703-712 (2017) - [j48]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): 975-991 (2017) - [c24]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 - [c23]Dursun Delen, Enes Eryarsoy, Sadi Seker:
Introduction to Data, Text and Web Mining for Business Analytics Minitrack. HICSS 2017: 1-2 - [c22]Madhav Erraguntla, John Freeze, Dursun Delen, Karthic Madanagopal, Richard J. Mayer, Jam Khojasteh:
Data Integration and Predictive Analysis System for Disease Prophylaxis. HICSS 2017: 1-10 - 2016
- [j47]Hasan Dinçer, Ümit Hacioglu, Ekrem Tatoglu, Dursun Delen:
A fuzzy-hybrid analytic model to assess investors' perceptions for industry selection. Decis. Support Syst. 86: 24-34 (2016) - [j46]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): 227-244 (2016) - [j45]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): 108-118 (2016) - [c21]Dursun Delen:
Introduction to Data, Text, and Web Mining for Business Analytics Minitrack. HICSS 2016: 1133 - 2015
- [j44]Eyup Basti, Cemil Kuzey, Dursun Delen:
Analyzing initial public offerings' short-term performance using decision trees and SVMs. Decis. Support Syst. 73: 15-27 (2015) - [j43]Hamed Majidi Zolbanin, Dursun Delen, Amir Hassan Zadeh:
Predicting overall survivability in comorbidity of cancers: A data mining approach. Decis. Support Syst. 74: 150-161 (2015) - [j42]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): 2343-2352 (2015) - [j41]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): 1550013:1-1550013:14 (2015) - [c20]Dursun Delen, Asil Oztekin:
Introduction to Data, Text, and Web Mining for Business Analytics Minitrack. HICSS 2015: 948 - 2014
- [j40]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: 6 (2014) - [j39]Cemil Kuzey, Ali Uyar, Dursun Delen:
The impact of multinationality on firm value: A comparative analysis of machine learning techniques. Decis. Support Syst. 59: 127-142 (2014) - [j38]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: 82-92 (2014) - [j37]Dech Thammasiri, Dursun Delen, Phayung Meesad, Nihat Kasap:
A critical assessment of imbalanced class distribution problem: The case of predicting freshmen student attrition. Expert Syst. Appl. 41(2): 321-330 (2014) - [j36]Selim Zaim, Mehmet Sevkli, Hatice Camgöz-Akdag, Omer Fahrettin Demirel, A. Yesim Yayla, Dursun Delen:
Use of ANP weighted crisp and fuzzy QFD for product development. Expert Syst. Appl. 41(9): 4464-4474 (2014) - [c19]Supavich Pengnate, Dursun Delen:
Evaluating Emotions in Mobile Application Descriptions: Sentiment Analysis Approach. AMCIS 2014 - [c18]Dursun Delen, Asil Oztekin:
Introduction to Data, Text, and Web Mining for Managerial Decision Support Minitrack. HICSS 2014: 768 - [c17]Asil Oztekin, Kyle Best, Dursun Delen:
Analyzing the Predictability of Exchange Traded Funds Characteristics in the Mutual Fund Market on the Flow of Shares Using a Data Mining Approach. HICSS 2014: 779-788 - 2013
- [j35]Nihat Kasap, Berna Tektas Sivrikaya, Dursun Delen:
Optimal Pricing Strategies for Capacity Leasing Based on Time and Volume Usage in Telecommunication Networks. Decis. Sci. 44(1): 161-191 (2013) - [j34]Dursun Delen, Halil Zaim, Cemil Kuzey, Selim Zaim:
A comparative analysis of machine learning systems for measuring the impact of knowledge management practices. Decis. Support Syst. 54(2): 1150-1160 (2013) - [j33]Dursun Delen, Haluk Demirkan:
Data, information and analytics as services. Decis. Support Syst. 55(1): 359-363 (2013) - [j32]Haluk Demirkan, Dursun Delen:
Leveraging the capabilities of service-oriented decision support systems: Putting analytics and big data in cloud. Decis. Support Syst. 55(1): 412-421 (2013) - [j31]Asil Oztekin, Dursun Delen, Ali Turkyilmaz, Selim Zaim:
A machine learning-based usability evaluation method for eLearning systems. Decis. Support Syst. 56: 63-73 (2013) - [j30]Dursun Delen, Cemil Kuzey, Ali Uyar:
Measuring firm performance using financial ratios: A decision tree approach. Expert Syst. Appl. 40(10): 3970-3983 (2013) - [c16]Dursun Delen, Asil Oztekin, Haluk Demirkan:
Introduction to Predictive Analytics and Big Data Minitrack. HICSS 2013: 1268 - [c15]Dursun Delen, Christie M. Fuller:
An Analytic Approach to Understanding and Predicting Healthcare Coverage. ICIMTH 2013: 198-200 - 2012
- [j29]David L. Olson, Dursun Delen, Yanyan Meng:
Comparative analysis of data mining methods for bankruptcy prediction. Decis. Support Syst. 52(2): 464-473 (2012) - [j28]Dursun Delen, Asil Oztekin, Leman Tomak:
An analytic approach to better understanding and management of coronary surgeries. Decis. Support Syst. 52(3): 698-705 (2012) - [j27]Dursun Delen, Asil Oztekin, Aziz Kolkiran:
Intelligent Computational Techniques in Science, Engineering and Business. Expert Syst. Appl. 39(1): 1-2 (2012) - [j26]Mehmet Sevkli, Asil Oztekin, Özgür Uysal, Gökhan Torlak, Ali Turkyilmaz, Dursun Delen:
Development of a fuzzy ANP based SWOT analysis for the airline industry in Turkey. Expert Syst. Appl. 39(1): 14-24 (2012) - [j25]Erkan Bayraktar, Ekrem Tatoglu, Ali Turkyilmaz, Dursun Delen, Selim Zaim:
Measuring the efficiency of customer satisfaction and loyalty for mobile phone brands with DEA. Expert Syst. Appl. 39(1): 99-106 (2012) - [j24]Baha Sen, Emine Uçar, Dursun Delen:
Predicting and analyzing secondary education placement-test scores: A data mining approach. Expert Syst. Appl. 39(10): 9468-9476 (2012) - [c14]Dursun Delen, Ramesh Sharda:
Forecasting Financial Success of Hollywood Movies - A Comparative Analysis of Machine Learning Methods. ICINCO (1) 2012: 653-656 - 2011
- [j23]Dursun Delen, Madhav Erraguntla, Richard J. Mayer, Chang-Nien Wu:
Better management of blood supply-chain with GIS-based analytics. Ann. Oper. Res. 185(1): 181-193 (2011) - [j22]Asil Oztekin, Zhenyu James Kong, Dursun Delen:
Development of a structural equation modeling-based decision tree methodology for the analysis of lung transplantations. Decis. Support Syst. 51(1): 155-166 (2011) - [j21]Christie M. Fuller, David P. Biros, Dursun Delen:
An investigation of data and text mining methods for real world deception detection. Expert Syst. Appl. 38(7): 8392-8398 (2011) - [j20]Dursun Delen, Ramesh Sharda, Bill C. Hardgrave:
The promise of RFID-based sensors in the perishables supply chain. IEEE Wirel. Commun. 18(2): 82-88 (2011) - [c13]Jinhwa Kim, Jae Kwon Bae, Dursun Delen:
Understading Black Boxes: Knowledge Induction From Models. PACIS 2011: 97 - 2010
- [j19]Dursun Delen, Asil Oztekin, Zhenyu James Kong:
A machine learning-based approach to prognostic analysis of thoracic transplantations. Artif. Intell. Medicine 49(1): 33-42 (2010) - [j18]Asil Oztekin, Foad Mahdavi Pajouh, Dursun Delen, Leva K. Swim:
An RFID network design methodology for asset tracking in healthcare. Decis. Support Syst. 49(1): 100-109 (2010) - [j17]Dursun Delen:
A comparative analysis of machine learning techniques for student retention management. Decis. Support Syst. 49(4): 498-506 (2010)
2000 – 2009
- 2009
- [j16]Dursun Delen, Suliman Al-Hawamdeh:
A holistic framework for knowledge discovery and management. Commun. ACM 52(6): 141-145 (2009) - [j15]Dursun Delen:
Analysis of cancer data: a data mining approach. Expert Syst. J. Knowl. Eng. 26(1): 100-112 (2009) - [j14]Dursun Delen, Christie M. Fuller, Charles McCann, Deepa Ray:
Analysis of healthcare coverage: A data mining approach. Expert Syst. Appl. 36(2): 995-1003 (2009) - [j13]Asil Oztekin, Dursun Delen, Zhenyu James Kong:
Predicting the graft survival for heart-lung transplantation patients: An integrated data mining methodology. Int. J. Medical Informatics 78(12): 84-96 (2009) - [j12]Dursun Delen:
A holistic approach to manufacturing systems modelling. Int. J. Simul. Process. Model. 5(1): 54-61 (2009) - [e3]Jinhwa Kim, Dursun Delen, Jinsoo Park, Franz Ko, Chen Rui, Jong Hyung Lee, Jian Wang, Gang Kou:
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. IEEE Computer Society 2009, ISBN 978-0-7695-3769-6 [contents] - 2008
- [b1]David L. Olson, Dursun Delen:
Advanced Data Mining Techniques. Springer 2008, ISBN 978-3-540-76916-3, pp. I-XII, 1-180 - [j11]Dursun Delen, Martin D. Crossland:
Seeding the survey and analysis of research literature with text mining. Expert Syst. Appl. 34(3): 1707-1720 (2008) - [c12]Christie M. Fuller, David P. Biros, Dursun Delen:
Exploration of Feature Selection and Advanced Classification Models for High-Stakes Deception Detection. HICSS 2008: 80 - [e2]Jinhwa Kim, Dursun Delen, Jinsoo Park, Franz Ko, Yun Ji Na:
NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008 - Volume 1. IEEE Computer Society 2008, ISBN 978-0-7695-3322-3 [contents] - [e1]Jinhwa Kim, Dursun Delen, Jinsoo Park, Franz Ko, Yun Ji Na:
NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008 - Volume 2. IEEE Computer Society 2008 [contents] - 2007
- [j10]Dursun Delen, Ramesh Sharda, Prajeeb Kumar:
Movie forecast Guru: A Web-based DSS for Hollywood managers. Decis. Support Syst. 43(4): 1151-1170 (2007) - [c11]Mike Henry, Ramesh Sharda, Dursun Delen:
Using Neural Networks to Forecast Box Office Success. AMCIS 2007: 342 - 2006
- [j9]Ramesh Sharda, Dursun Delen:
Predicting box-office success of motion pictures with neural networks. Expert Syst. Appl. 30(2): 243-254 (2006) - [j8]Dursun Delen, David B. Pratt:
An integrated and intelligent DSS for manufacturing systems. Expert Syst. Appl. 30(2): 325-336 (2006) - [c10]Dursun Delen, Nainish Patil:
Knowledge Extraction from Prostate Cancer Data. HICSS 2006 - 2005
- [j7]Dursun Delen, Glenn Walker, Amit Kadam:
Predicting breast cancer survivability: a comparison of three data mining methods. Artif. Intell. Medicine 34(2): 113-127 (2005) - [j6]Dursun Delen, Nikunj P. Dalal, Perakath C. Benjamin:
Integrated modeling: the key to holistic understanding of the enterprise. Commun. ACM 48(4): 107-112 (2005) - [j5]Satheesh Ramachandran, Dursun Delen:
Performance analysis of a kitting process in stochastic assembly systems. Comput. Oper. Res. 32: 449-463 (2005) - [j4]Dursun Delen, Marilyn G. Kletke, Jin-Hwa Kim:
A Scalable Classification Algorithm for Very Large Datasets. J. Inf. Knowl. Manag. 4(2): 83-94 (2005) - [c9]Marilyn G. Kletke, Dursun Delen:
Data Quality in Very Large, Multiple-Source, Secondary Datasets for Data Mining Applications. AMCIS 2005: 114 - 2004
- [c8]Marilyn G. Kletke, Dursun Delen, Jin-Hwa Kim:
An Approach to Improve Classification Accuracy in Very Large Datasets. AMCIS 2004: 229 - 2003
- [j3]Dursun Delen, Perakath C. Benjamin:
Towards a truly integrated enterprise modeling and analysis environment. Comput. Ind. 51(3): 257-268 (2003) - [j2]Dursun Delen, Satheesh Ramachandran:
A hybrid approach to knowledge discovery from military health systems. Neural Parallel Sci. Comput. 11(1 & 2): 161-184 (2003) - 2001
- [j1]Dursun Delen, David B. Pratt, Manjunath Kamath:
Enabling multi-use, multi-tool models of manufacturing systems through an experimental frame expert system. J. Intell. Manuf. 12(3): 247-255 (2001) - 2000
- [c7]Dursun Delen, Perakath C. Benjamin:
Enterprise modeling and analysis: an enterprise modeling and analysis toolkit. WSC 2000: 215-223 - [c6]Perakath C. Benjamin, Dursun Delen, Richard J. Mayer, Timothy O'Brien:
Distributed web-based component architectures: a model-based approach for component simulation development. WSC 2000: 1831-1839
1990 – 1999
- 1999
- [c5]Dursun Delen, Perakath C. Benjamin, Madhav Erraguntla:
An integrated toolkit for enterprise modeling and analysis. WSC 1999: 289-297 - 1998
- [c4]Perakath C. Benjamin, Dursun Delen, Madhav Erraguntla:
An Introduction to Simulation Using ProSim for Business Process Simulation and Analysis. WSC 1998: 315-322 - [c3]Perakath C. Benjamin, Madhav Erraguntla, Dursun Delen, Richard J. Mayer:
Simulation Modeling at Multiple Levels of Abstraction. WSC 1998: 391-398 - [c2]Dursun Delen, Perakath C. Benjamin, Madhav Erraguntla:
Integrated Modeling and Analysis Generator Environment (IMAGE): A Decision Support Tool. WSC 1998: 1401-1408 - 1996
- [c1]Dursun Delen, David B. Pratt, Manjunath Kamath:
A New Paradigm for Manufacturing Enterprise Modeling: Reusable, Multi-Tool Modeling. WSC 1996: 985-992
Coauthor Index
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