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

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Article
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

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 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

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 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

Computer-aided diagnosis of Parkinson's disease using complex-valued neural networks and mRMR feature selection algorithm

Peker, M., Şen, B. & Delen, D., 1 Aug 2015, In : Journal of Healthcare Engineering. 6, 3, p. 281-302 22 p.

Research output: Contribution to journalArticle

Open Access
42 Scopus citations

Predicting overall survivability in comorbidity of cancers: A data mining approach

Zolbanin, H. M., Delen, D. & Hassan Zadeh, A., 19 Apr 2015, In : Decision Support Systems. 74, p. 150-161 12 p.

Research output: Contribution to journalArticle

50 Scopus citations

Selecting "the best" ERP system for SMEs using a combination of ANP and PROMETHEE methods

Kilic, H. S., Zaim, S. & Delen, D., 1 Apr 2015, In : Expert Systems with Applications. 42, 5, p. 2343-2352 10 p.

Research output: Contribution to journalArticle

89 Scopus citations

The Influence of Knowledge Management on Financial and Non-Financial Performance

Oztekin, A., Delen, D., Zaim, H., Turkyilmaz, A. & Zaim, S., 29 Jun 2015, In : Journal of Information and Knowledge Management. 14, 2, 1550013.

Research output: Contribution to journalArticle

5 Scopus citations
2014

A critical assessment of imbalanced class distribution problem: The case of predicting freshmen student attrition

Thammasiri, D., Delen, D., Meesad, P. & Kasap, N., 1 Jan 2014, In : Expert Systems with Applications. 41, 2, p. 321-330 10 p.

Research output: Contribution to journalArticle

70 Scopus citations

Development of a hybrid methodology for ERP system selection: The case of Turkish Airlines

Kilic, H. S., Zaim, S. & Delen, D., 1 Jan 2014, In : Decision Support Systems. 66, p. 82-92 11 p.

Research output: Contribution to journalArticle

57 Scopus citations

The impact of multinationality on firm value: A comparative analysis of machine learning techniques

Kuzey, C., Uyar, A. & Delen, D., 1 Mar 2014, In : Decision Support Systems. 59, 1, p. 127-142 16 p.

Research output: Contribution to journalArticle

18 Scopus citations