Dursun Delen, PhD

Regents Professor; William S. Spears Chair in Business Administration; Patterson Foundation Chair

  • 5083 Citations
  • 34 h-Index
19962020

Research output per year

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Research Output

2020

Supply Chain Orientation, ERP Usage and Knowledge Management in Supply Chain

Aydiner, A. S., Acar, M. F., Zaim, S. & Delen, D., 1 Jan 2020, iMEC-APCOMS 2019 - Proceedings of the 4th International Manufacturing Engineering Conference and The 5th Asia Pacific Conference on Manufacturing Systems. Osman Zahid, M. N., Abd. Aziz, R., Yusoff, A. R., Mat Yahya, N., Abdul Aziz, F., Yazid Abu, M., Durakbasa, N. M. & Gençyilmaz, M. G. (eds.). Springer Netherlands, p. 580-590 11 p. (Lecture Notes in Mechanical Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2019
1 Scopus citations

A Predictive Analytics-Based Decision Support System for Drug Courts

Zolbanin, H. M., Delen, D., Crosby, D. & Wright, D., 1 Jan 2019, (Accepted/In press) In : Information Systems Frontiers.

Research output: Contribution to journalArticle

Assessing the supply chain performance: a causal analysis

Bayraktar, E., Sari, K., Tatoglu, E., Zaim, S. & Delen, D., 1 Jan 2019, (Accepted/In press) In : Annals of Operations Research. 287, 1, p. 37-60 24 p.

Research output: Contribution to journalArticle

1 Scopus citations

Business analytics and firm performance: The mediating role of business process performance

Aydiner, A. S., Tatoglu, E., Bayraktar, E., Zaim, S. & Delen, D., 1 Mar 2019, In : Journal of Business Research. 96, p. 228-237 10 p.

Research output: Contribution to journalArticle

28 Scopus citations

Clinical intervention research with EHR a big data analytics approach

Agrawal, R., Delen, D. & Benjamin, B., 1 Jan 2019.

Research output: Contribution to conferencePaper

Developing a hybrid analytics approach to measure the efficiency of deposit banks

Dincer, H., Hacioglu, U., Tatoglu, E. & Delen, D., 1 Nov 2019, In : Journal of Business Research. 104, p. 131-145 15 p.

Research output: Contribution to journalArticle

2 Scopus citations

Development of a Bayesian Belief Network-based DSS for predicting and understanding freshmen student attrition

Delen, D., Topuz, K. & Eryarsoy, E., 1 Jan 2019, (Accepted/In press) In : European Journal of Operational Research. 281, 3, p. 575-587 13 p.

Research output: Contribution to journalArticle

3 Scopus citations

Discovering opioid users’ medical comorbidities: a data mining approach

Kim, Y. M., Kathuria, P. & Delen, D., 1 Jan 2019, (Accepted/In press) In : Journal of Substance Use. 25, 1, p. 40-45 6 p.

Research output: Contribution to journalArticle

1 Scopus citations
Open Access
1 Scopus citations

Predicting and explaining corruption across countries: A machine learning approach

Lima, M. S. M. & Delen, D., 1 Jan 2019, (Accepted/In press) In : Government Information Quarterly. 37, 1, 101407.

Research output: Contribution to journalArticle

4 Scopus citations

Predicting and explaining inflammation in Crohn’s disease patients using predictive analytics methods and electronic medical record data

Reddy, B. K., Delen, D. & Agrawal, R. K., 1 Dec 2019, In : Health Informatics Journal. 25, 4, p. 1201-1218 18 p.

Research output: Contribution to journalArticle

6 Scopus citations

Research Themes and Trends in Ten Top-Ranked Nephrology Journals: A Text Mining Analysis

Zengul, F. D., Lee, T., Delen, D., Almehmi, A., Ivankova, N. V., Mehta, T. & Topuz, K., 1 Jan 2019, (Accepted/In press) In : American Journal of Nephrology. 51, 2, p. 147-159 13 p.

Research output: Contribution to journalArticle

Social Media for Nowcasting Flu Activity: Spatio-Temporal Big Data Analysis

Hassan Zadeh, A., Zolbanin, H. M., Sharda, R. & Delen, D., 15 Aug 2019, In : Information Systems Frontiers. 21, 4, p. 743-760 18 p.

Research output: Contribution to journalArticle

8 Scopus citations
3 Scopus citations

Using predictive analytics to identify drug-resistant epilepsy patients

Delen, D., Davazdahemami, B., Eryarsoy, E., Tomak, L. & Valluru, A., 1 Jan 2019, (Accepted/In press) In : Health Informatics Journal.

Research output: Contribution to journalArticle

Volume discount strategies for the provider selection problem in telecommunications under uncertainty

Turan, H. H., Kasap, N., Delen, D. & Savran, H., 1 Jan 2019, In : Journal of Intelligent and Fuzzy Systems. 37, 2, p. 2991-3015 25 p.

Research output: Contribution to journalArticle

2018

A chronological pharmacovigilance network analytics approach for predicting adverse drug events

Davazdahemami, B. & Delen, D., 1 Oct 2018, In : Journal of the American Medical Informatics Association. 25, 10, p. 1311-1321 11 p.

Research output: Contribution to journalArticle

8 Scopus citations

A decision analytic approach to predicting quality of life for lung transplant recipients: A hybrid genetic algorithms-based methodology

Oztekin, A., Al-Ebbini, L., Sevkli, Z. & Delen, D., 16 Apr 2018, In : European Journal of Operational Research. 266, 2, p. 639-651 13 p.

Research output: Contribution to journalArticle

28 Scopus citations

A multi-objective decision-making approach for sustainable energy investment planning

Cayir Ervural, B., Evren, R. & Delen, D., 1 Oct 2018, In : Renewable Energy. 126, p. 387-402 16 p.

Research output: Contribution to journalArticle

26 Scopus citations

An ANP and fuzzy TOPSIS-based SWOT analysis for Turkey's energy planning

Cayir Ervural, B., Zaim, S., Demirel, O. F., Aydin, Z. & Delen, D., 1 Feb 2018, In : Renewable and Sustainable Energy Reviews. 82, p. 1538-1550 13 p.

Research output: Contribution to journalReview article

74 Scopus citations

An assessment and cleaning framework for electronic health records data

Miao, Z., Sathyanarayanan, S., Fong, E., Paiva, W. & Delen, D., 1 Jan 2018, p. 907-912. 6 p.

Research output: Contribution to conferencePaper

An Automated Grading and Diagnosis System for Evaluation of Dry Eye Syndrome

Bağbaba, A., Şen, B., Delen, D. & Uysal, B. S., 1 Nov 2018, In : Journal of Medical Systems. 42, 11, 227.

Research output: Contribution to journalArticle

1 Scopus citations
25 Scopus citations

A two-stage analytical approach to assess sustainable energy efficiency

Cayir Ervural, B., Zaim, S. & Delen, D., 1 Dec 2018, In : Energy. 164, p. 822-836 15 p.

Research output: Contribution to journalArticle

16 Scopus citations
1 Scopus citations
12 Scopus citations

Medical informatics research trend analysis: A text mining approach

Kim, Y. M. & Delen, D., 1 Dec 2018, In : Health Informatics Journal. 24, 4, p. 432-452 21 p.

Research output: Contribution to journalArticle

13 Scopus citations

Modeling airline MRO operations using a systems dynamics approach: A case study of Turkish Airlines

Tokgöz, A., Bulkan, S., Zaim, S., Delen, D. & Torlak, N. G., 13 Aug 2018, In : Journal of Quality in Maintenance Engineering. 24, 3, p. 280-310 31 p.

Research output: Contribution to journalArticle

Predicting hospital readmission for lupus patients: An RNN-LSTM-based deep-learning methodology

Reddy, B. K. & Delen, D., 1 Oct 2018, In : Computers in Biology and Medicine. 101, p. 199-209 11 p.

Research output: Contribution to journalArticle

20 Scopus citations

Predicting quality of life for lung transplant recipients: A hybrid genetic algorithms-based methodology

Al-Ebbini, L., Oztekin, A., Sevkli, Z. & Delen, D., 12 Jan 2018, 2017 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies, AEECT 2017. Al-Oqily, I. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2017 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies, AEECT 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Processing electronic medical records to improve predictive analytics outcomes for hospital readmissions

Zolbanin, H. M. & Delen, D., 1 Aug 2018, In : Decision Support Systems. 112, p. 98-110 13 p.

Research output: Contribution to journalArticle

8 Scopus citations

Provider selection and task allocation in telecommunications with QoS degradation policy

Kasap, N., Turan, H. H., Savran, H., Tektas-Sivrikaya, B. & Delen, D., 1 Apr 2018, In : Annals of Operations Research. 263, 1-2, p. 311-337 27 p.

Research output: Contribution to journalArticle

2 Scopus citations

The analytics paradigm in business research

Delen, D. & Zolbanin, H. M., 1 Sep 2018, In : Journal of Business Research. 90, p. 186-195 10 p.

Research output: Contribution to journalArticle

27 Scopus citations

The impact of real-time business intelligence and advanced analytics on the behaviour of business decision makers

Delen, D., Moscato, G. & Toma, I. L., 26 Mar 2018, 2018 International Conference on Information Management and Processing, ICIMP 2018. Institute of Electrical and Electronics Engineers Inc., p. 49-53 5 p. 8325840. (2018 International Conference on Information Management and Processing, ICIMP 2018; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

The strategic value of big data analytics in health care policy-making

Zolbanin, H. M., Delen, D. & Sharma, S. K., 1 Jul 2018, In : International Journal of e-Business Research. 14, 3, p. 20-33 14 p.

Research output: Contribution to journalArticle

2017

A data analytics approach to building a clinical decision support system for diabetic retinopathy: Developing and deploying a model ensemble

Piri, S., Delen, D., Liu, T. & Zolbanin, H. M., 1 Sep 2017, In : Decision Support Systems. 101, p. 12-27 16 p.

Research output: Contribution to journalArticle

31 Scopus citations

A fuzzy long-term investment planning model for a GenCo in a hybrid electricity market considering climate change impacts

Sivrikaya, B. T., Cebi, F., Turan, H. H., Kasap, N. & Delen, D., 1 Oct 2017, In : Information Systems Frontiers. 19, 5, p. 975-991 17 p.

Research output: Contribution to journalArticle

4 Scopus citations

A hybrid heuristic approach to provider selection and task allocation problem in telecommunications with varying QoS levels

Kasap, N., Sivrikaya, B. T., Turan, H. H. & Delen, D., 1 Jan 2017, In : International Journal of Computational Intelligence Systems. 10, 1, p. 866-881 16 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

An analytic approach to assessing organizational citizenship behavior

Arda, O. A., Delen, D., Tatoglu, E. & Zaim, S., 1 Nov 2017, In : Decision Support Systems. 103, p. 9-23 15 p.

Research output: Contribution to journalArticle

4 Scopus citations

Investigating injury severity risk factors in automobile crashes with predictive analytics and sensitivity analysis methods

Delen, D., Tomak, L., Topuz, K. & Eryarsoy, E., 1 Mar 2017, In : Journal of Transport and Health. 4, p. 118-131 14 p.

Research output: Contribution to journalArticle

27 Scopus citations

Knowledge management and ERP: Complementary or contradictory?

Acar, M. F., Tarim, M., Zaim, H., Zaim, S. & Delen, D., 1 Dec 2017, In : International Journal of Information Management. 37, 6, p. 703-712 10 p.

Research output: Contribution to journalArticle

20 Scopus citations

Machine learning to compare frequent medical problems of African American and caucasian diabetic kidney patients

Kim, Y. M., Kathuria, P. & Delen, D., 1 Oct 2017, In : Healthcare Informatics Research. 23, 4, p. 241-248 8 p.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations
2016

A fuzzy-hybrid analytic model to assess investors' perceptions for industry selection

Dincer, H., Hacioglu, U., Tatoglu, E. & Delen, D., 1 Jun 2016, In : Decision Support Systems. 86, p. 24-34 11 p.

Research output: Contribution to journalArticle

27 Scopus citations

A novel method for automated diagnosis of epilepsy using complex-valued classifiers

Peker, M., Sen, B. & Delen, D., 1 Jan 2016, In : IEEE Journal of Biomedical and Health Informatics. 20, 1, p. 108-118 11 p., 7001559.

Research output: Contribution to journalArticle

88 Scopus citations

Görüntü bölütleme ve görüntü benzetimi yöntemleri yardimi ile hastaliǧin teşhis ve tedavi sonrasi süreçlerinin desteklenmesi: Keratokonus örneǧi

Translated title of the contribution: Supporting the diagnosis process and processes after treatment by using image segmentation and image simulation techniques: Keratoconus exampleKaya, H., Çavuşoǧlu, A., Çakmak, H. B., Şen, B. & Delen, D., 1 Jan 2016, In : Journal of the Faculty of Engineering and Architecture of Gazi University. 31, 3, p. 737-747 11 p.

Research output: Contribution to journalArticle

Open Access
7 Scopus citations

Stochastic Capacity Acquisition and Allocation Model for Bandwidth Brokers under Fuzzy Volume Based Pricing Scheme

Turan, H. H., Kasap, N., Delen, D. & Serarslan, M. N., 3 Mar 2016, In : International Journal of Computational Intelligence Systems. 9, 2, p. 227-244 18 p.

Research output: Contribution to journalArticle

Open Access
2015

Analyzing initial public offerings' short-term performance using decision trees and SVMs

Basti, E., Kuzey, C. & Delen, D., 1 Jan 2015, In : Decision Support Systems. 73, p. 15-27 13 p.

Research output: Contribution to journalArticle

28 Scopus citations