Research output per year
Research output per year
- 1 - 50 out of 126 results
Search results
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2024
Influence of Publications on the Management of Appendicitis
Walker, J., Marlar, R., Eghbali, N., Lippard, J., Han, Z., Delen, D., Paiva, W., Ghassemi, M. M. & Vassar, M., 16 Feb 2024, p. 105.Research output: Contribution to conference › Poster › peer-review
Open Access -
Rates and Disparities in Emergency Department Treatment of Alcohol Use Disorder
Walker, J., Marlar, R., Hester Thompson, S. M., Han, Z., Collins, H., Delen, D. & Vassar, M., 16 Feb 2024, p. 106.Research output: Contribution to conference › Poster › peer-review
Open Access -
2022
A machine learning approach for classifying healthy and infarcted patients using heart rate variabilities derived vector magnitude
Agrawal, R. K., Sewani, R. R., Delen, D. & Benjamin, B., Nov 2022, In: Healthcare Analytics. 2, 100121.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
2021
Derivation and validation of essential predictors and risk index for early detection of diabetic retinopathy using electronic health records
Wang, R., Miao, Z., Liu, T., Liu, M., Grdinovac, K., Song, X., Liang, Y., Delen, D. & Paiva, W., 1 Apr 2021, In: Journal of Clinical Medicine. 10, 7, 1473.Research output: Contribution to journal › Article › peer-review
Open Access19 Scopus citations -
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 proceeding › Conference contribution › peer-review
2 Scopus citations -
2019
An investigation of the factors influencing cost system functionality using decision trees, support vector machines and logistic regression
Kuzey, C., Uyar, A. & Delen, D., 4 Mar 2019, In: International Journal of Accounting and Information Management. 27, 1, p. 27-55 29 p.Research output: Contribution to journal › Article › peer-review
11 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. 22, 6, p. 1323-1342 20 p.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
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 journal › Article › peer-review
11 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 journal › Article › peer-review
231 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 conference › Paper › peer-review
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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 journal › Article › peer-review
11 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 journal › Article › peer-review
61 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 journal › Article › peer-review
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Examining the effect of prescription sequence on developing adverse drug reactions: The case of renal failure in diabetic patients
Davazdahemami, B. & Delen, D., 1 May 2019, In: International Journal of Medical Informatics. 125, p. 62-70 9 p.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
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
Sultana, I., Erraguntla, M., Kum, H. C., Delen, D. & Lawley, M., 14 Nov 2019, In: BMC Medical Informatics and Decision Making. 19, 1, 223.Research output: Contribution to journal › Article › peer-review
Open Access9 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 journal › Article › peer-review
63 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 journal › Article › peer-review
32 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 journal › Article › peer-review
9 Scopus citations -
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 journal › Article › peer-review
57 Scopus citations -
The confounding role of common diabetes medications in developing acute renal failure: A data mining approach with emphasis on drug-drug interactions
Davazdahemami, B. & Delen, D., 1 Jun 2019, In: Expert Systems with Applications. 123, p. 168-177 10 p.Research output: Contribution to journal › Article › peer-review
14 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 journal › Article › peer-review
24 Scopus citations -
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 journal › Article › peer-review
1 Scopus citations -
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 journal › Article › peer-review
29 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 journal › Article › peer-review
61 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 journal › Article › peer-review
79 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 journal › Review article › peer-review
220 Scopus citations -
An assessment and cleaning framework for electronic health records data
Miao, Z., Sathyanarayanan, S., Fong, E., Paiva, W. & Delen, D., 2018, p. 907-912. 6 p.Research output: Contribution to conference › Paper › peer-review
8 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 journal › Article › peer-review
9 Scopus citations -
A synthetic informative minority over-sampling (SIMO) algorithm leveraging support vector machine to enhance learning from imbalanced datasets
Piri, S., Delen, D. & Liu, T., 1 Feb 2018, In: Decision Support Systems. 106, p. 15-29 15 p.Research output: Contribution to journal › Article › peer-review
90 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 journal › Article › peer-review
57 Scopus citations -
Critical assessment of health disparities across subpopulation groups through a social determinants of health perspective: The case of type 2 diabetes patients
Kim, Y. M. & Delen, D., 3 Apr 2018, In: Informatics for Health and Social Care. 43, 2, p. 172-185 14 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Development of a new metric to identify rare patterns in association analysis: The case of analyzing diabetes complications
Piri, S., Delen, D., Liu, T. & Paiva, W., 15 Mar 2018, In: Expert Systems with Applications. 94, p. 112-125 14 p.Research output: Contribution to journal › Article › peer-review
21 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 journal › Article › peer-review
65 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 journal › Article › peer-review
7 Scopus citations -
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 journal › Article › peer-review
114 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 proceeding › Conference contribution › peer-review
4 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 journal › Article › peer-review
29 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 journal › Article › peer-review
5 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 journal › Article › peer-review
127 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 proceeding › Conference contribution › peer-review
15 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 journal › Article › peer-review
2 Scopus citations -
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 journal › Article › peer-review
81 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 journal › Article › peer-review
8 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 journal › Article › peer-review
Open Access1 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 journal › Article › peer-review
11 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 journal › Article › peer-review
97 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 journal › Article › peer-review
60 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 journal › Article › peer-review
Open Access3 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 journal › Article › peer-review
54 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 journal › Article › peer-review
179 Scopus citations