Research output per year
Research output per year
Research output
- 1 - 50 out of 185 results
Search results
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2024
A fusion of machine learning algorithms and traditional statistical forecasting models for analyzing American healthcare expenditure
Wang, J., Qin, Z., Hsu, J. & Zhou, B., Jun 2024, In: Healthcare Analytics. 5, 100312.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
A multi-appointment patient scheduling system with machine learning and optimization
Han, Y., Johnson, M. E., Shan, X. & Khasawneh, M., Mar 2024, In: Decision Analytics Journal. 10, 100392.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
An investigation of income inequality through autoregressive integrated moving average and regression analysis
Wang, J., Pei, Z. K., Wang, Y. & Qin, Z., Jun 2024, In: Healthcare Analytics. 5, 100287.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Comparing programming languages for data analytics: Accuracy of estimation in Python and R
Hill, C., Du, L., Johnson, M. & McCullough, B. D., 1 May 2024, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 14, 3, e1531.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Engagement through boundary spanning: Insights from US entrepreneurship educators
Swartz, E., Welsh, D. H. B., Krueger, N. & Tello, S., 2024, In: International Journal of Entrepreneurship and Small Business. 51, 3, p. 281-300 20 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
E-Waste: A Global Problem, Its Impacts, and Solutions
Hsu, J., Wang, J. & Stern, M., 2024, In: Journal of Global Information Management. 32, 1Research output: Contribution to journal › Article › peer-review
Open Access -
Exploring the relationship between YouTube video optimisation practices and video rankings for online marketing: a machine learning approach
Johnson, M. E. & Malaga, R. A., 2024, In: Journal of Business Analytics. 7, 2, p. 120-135 16 p.Research output: Contribution to journal › Article › peer-review
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2023
A century-long analysis of global warming and earth temperature using a random walk with drift approach
Wang, L., Wang, L., Li, Y. & Wang, J., Jun 2023, In: Decision Analytics Journal. 7, 100237.Research output: Contribution to journal › Article › peer-review
Open Access24 Scopus citations -
A machine learning decision support system for determining the primary factors impacting cancer survival and their temporal effect
Dag, A. Z., Johnson, M., Kibis, E., Simsek, S., Cankaya, B. & Delen, D., Dec 2023, In: Healthcare Analytics. 4, 100263.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
An AI-based Decision Support System for Predicting Mental Health Disorders
Tutun, S., Johnson, M. E., Ahmed, A., Albizri, A., Irgil, S., Yesilkaya, I., Ucar, E. N., Sengun, T. & Harfouche, A., Jun 2023, In: Information Systems Frontiers. 25, 3, p. 1261-1276 16 p.Research output: Contribution to journal › Article › peer-review
Open Access49 Scopus citations -
Antecedents and consequences of the key opinion leader status: an econometric and machine learning approach
Ping, Y., Hill, C., Zhu, Y. & Fresneda, J., Sep 2023, In: Electronic Commerce Research. 23, 3, p. 1459-1484 26 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A Responsible AI Framework for Mitigating the Ramifications of the Organ Donation Crisis
Tutun, S., Harfouche, A., Albizri, A., Johnson, M. E. & He, H., Dec 2023, In: Information Systems Frontiers. 25, 6, p. 2301-2316 16 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Artificial intelligence in energy industry: forecasting electricity consumption through cohort intelligence & adaptive neural fuzzy inference system
Tutun, S., Tosyali, A., Sangrody, H., Khasawneh, M., Johnson, M., Albizri, A. & Harfouche, A., 2023, In: Journal of Business Analytics. 6, 1, p. 59-76 18 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
Assessing the factors influencing continued use of online-food-delivery services and the impact on health: a multi-group analysis
Ray, A., Bala, P. K. & Jain, R., 2023, In: International Journal of Services and Operations Management. 45, 1, p. 1-36 36 p.Research output: Contribution to journal › Article › peer-review
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A Tree Augmented Naïve Bayes-based methodology for classifying cryptocurrency trends
Dag, A., Dag, A. Z., Asilkalkan, A., Simsek, S. & Delen, D., Feb 2023, In: Journal of Business Research. 156, 113522.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
Confronting current crises and critical challenges of climate change
Wang, J., Hsu, J., Li, Y. & Gu, V. C., 2023, In: International Journal of Sociotechnology and Knowledge Development. 15, 1Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Digital transformation to mitigate emergency situations: increasing opioid overdose survival rates through explainable artificial intelligence
Johnson, M., Albizri, A., Harfouche, A. & Tutun, S., 3 Feb 2023, In: Industrial Management and Data Systems. 123, 1, p. 324-344 21 p.Research output: Contribution to journal › Article › peer-review
24 Scopus citations -
Investors’ opinion divergence and stock return volatility: evidence from user-generated content
Li, Y. & Xing, R., 2023, In: International Journal of Data Analysis Techniques and Strategies. 15, 4, p. 302-322 21 p.Research output: Contribution to journal › Article › peer-review
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Learning-by-doing in non-homogeneous tasks: An empirical study of content creator performance on a music streaming platform
Li, Y., Ping, Y., Zhong, Y. & Misra, R., 1 Mar 2023, In: Electronic Commerce Research and Applications. 58, 101241.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Predicting Patient Length of Stay Using Artificial Intelligence to Assist Healthcare Professionals in Resource Planning and Scheduling Decisions
Alnsour, Y., Johnson, M., Albizri, A. & Harfouch, A., 2023, In: Journal of Global Information Management. 31, 1Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Responsible Artificial Intelligence in Healthcare: Predicting and Preventing Insurance Claim Denials for Economic and Social Wellbeing
Johnson, M., Albizri, A. & Harfouche, A., Dec 2023, In: Information Systems Frontiers. 25, 6, p. 2179-2195 17 p.Research output: Contribution to journal › Article › peer-review
31 Scopus citations -
Streamlining patients’ opioid prescription dosage: an explanatory bayesian model
Asilkalkan, A., Dag, A. Z., Simsek, S., Aydas, O. T., Kibis, E. Y. & Delen, D., 2023, (Accepted/In press) In: Annals of Operations Research.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
2022
An interpretable decision-support systems for daily cryptocurrency trading
Dolatsara, H. A., Kibis, E., Caglar, M., Simsek, S., Dag, A., Dolatsara, G. A. & Delen, D., 1 Oct 2022, In: Expert Systems with Applications. 203, 117409.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
An open system architecture framework for interoperability
Jain, R., Johnson, M., Albizri, A. & Elias, G. M., 2022, In: International Journal of Business Information Systems. 41, 4, p. 423-452 30 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A probabilistic data analytics methodology based on Bayesian Belief network for predicting and understanding breast cancer survival
Dag, A. Z., Akcam, Z., Kibis, E., Simsek, S. & Delen, D., 22 Apr 2022, In: Knowledge-Based Systems. 242, 108407.Research output: Contribution to journal › Article › peer-review
Open Access13 Scopus citations -
Artificial intelligence in healthcare operations to enhance treatment outcomes: a framework to predict lung cancer prognosis
Johnson, M., Albizri, A. & Simsek, S., Jan 2022, In: Annals of Operations Research. 308, 1-2, p. 275-305 31 p.Research output: Contribution to journal › Article › peer-review
35 Scopus citations -
Comparison of the condyle-fossa relationship and resorption between patients with and without Juvenile Idiopathic Arthritis (JIA)
Celebi, A. A., Cron, R., Stoll, M., Simsek, S., Kinard, B., Waite, P. D., Wang, J., Vo, V., Tran, L. & Kau, C. H., Mar 2022, In: Journal of Oral and Maxillofacial Surgery. 80, 3, p. 422-430 9 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
From B2B Survivor to SAP’s Swallow: SAP Ariba’s Success
Wang, J., Zhou, S. B., Li, Y. & Bouhissi, H. E., 9 Dec 2022, In: International Journal of E-Entrepreneurship and Innovation. 13, 1Research output: Contribution to journal › Article › peer-review
Open Access -
How KOLs Influence Consumer Purchase Intention in Short Video Platforms: Mediating Effects of Emotional Response and Virtual Touch
Gong, X., Ren, J., Zeng, L. & Xing, R., 2022, In: International Journal of Information Systems in the Service Sector. 14, 1, 76.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Improving Imbalanced Machine Learning with Neighborhood-Informed Synthetic Sample Placement
Nasir, M., Dag, A., Simsek, S., Ivanov, A. & Oztekin, A., 2022, In: Journal of Management Information Systems. 39, 4, p. 1116-1145 30 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Integrating human knowledge into artificial intelligence for complex and ill-structured problems: Informed artificial intelligence
Johnson, M., Albizri, A., Harfouche, A. & Fosso-Wamba, S., Jun 2022, In: International Journal of Information Management. 64, 102479.Research output: Contribution to journal › Article › peer-review
Open Access47 Scopus citations -
Market segmentation in the emoji era
Fresneda, J., Hui, J. & Hill, C., 19 Mar 2022, In: Communications of the ACM. 65, 4, p. 105-112 8 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Role of digital health insurance management systems in scaling health insurance coverage in low- and Middle-Income Countries: A case study from Nigeria
Okuzu, O., Malaga, R., Okereafor, K., Amos, U., Dosunmu, A., Oyeneyin, A., Adeoye, V., Sambo, M. N. & Ebenso, B., 20 Sep 2022, In: Frontiers in Digital Health. 4, 1008458.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Smart City E-Governance Through Intelligent ICT Framework
Sarangi, D., Pal, M. K., Prusty, S. & Chen, Q., 1 Apr 2022, In: International Journal of Information Systems in the Service Sector. 14, 2Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Teaching Bayesian and Markov methods in business analytics curricula: An integrated approach
Johnson, M. E., Misra, R. & Berenson, M., Jan 2022, In: Decision Sciences Journal of Innovative Education. 20, 1, p. 17-28 12 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Women entrepreneurs’ opportunity identification of digital platform start-ups: emerging evidence from South Africa
Swartz, E. M., Scheepers, C. B. & Toefy, T., 9 Aug 2022, In: International Journal of Gender and Entrepreneurship. 14, 3, p. 352-374 23 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
2021
A Bayesian Belief Network-based probabilistic mechanism to determine patient no-show risk categories
Simsek, S., Dag, A., Tiahrt, T. & Oztekin, A., Apr 2021, In: Omega. 100, 102296.Research output: Contribution to journal › Article › peer-review
31 Scopus citations -
A multistage stochastic programming approach to the optimal surveillance and control of the emerald ash borer in cities
Kıbış, E. Y., Büyüktahtakın, I. E., Haight, R. G., Akhundov, N., Knight, K. & Flower, C. E., Mar 2021, In: INFORMS Journal on Computing. 33, 2, p. 808-834 27 p.Research output: Contribution to journal › Article › peer-review
13 Scopus citations -
An end-to-end bidirectional authentication system for pallet pooling management through blockchain internet of things (BIoT)
Long, W., Wu, C. H., Tsang, Y. P. & Chen, Q., 1 Nov 2021, In: Journal of Organizational and End User Computing. 33, 6, p. 1-24 24 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Developing a decision support system to detect material weaknesses in internal control
Nasir, M., Simsek, S., Cornelsen, E., Ragothaman, S. & Dag, A., Dec 2021, In: Decision Support Systems. 151, 113631.Research output: Contribution to journal › Article › peer-review
18 Scopus citations -
Impact of Big Data and Artificial Intelligence on Industry: Developing a Workforce Roadmap for a Data Driven Economy
Johnson, M., Jain, R., Brennan-Tonetta, P., Swartz, E., Silver, D., Paolini, J., Mamonov, S. & Hill, C., Sep 2021, In: Global Journal of Flexible Systems Management. 22, 3, p. 197-217 21 p.Research output: Contribution to journal › Article › peer-review
45 Scopus citations -
Linking supply chain management and lean capability to firm performance
Zhou, S. B., Wang, J. & Ji, F., 2021, In: International Journal of Applied Decision Sciences. 14, 4, p. 387-402 16 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Predictive data analytics for contract renewals: a decision support tool for managerial decision-making
Simsek, S., Albizri, A., Johnson, M., Custis, T. & Weikert, S., 23 Feb 2021, In: Journal of Enterprise Information Management. 34, 2, p. 718-732 15 p.Research output: Contribution to journal › Article › peer-review
19 Scopus citations -
Structural topic modelling segmentation: a segmentation method combining latent content and customer context
Fresneda, J. E., Burnham, T. A. & Hill, C. H., 2021, In: Journal of Marketing Management. 37, 7-8, p. 792-812 21 p.Research output: Contribution to journal › Article › peer-review
11 Scopus citations -
Supply chain design under disruptions considering risk mitigation strategies for robustness and resiliency
Johnson, A. R., Johnson, M. E. & Nagarur, N., 2021, In: International Journal of Logistics Systems and Management. 38, 1, p. 1-29 29 p.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
The effect of order incentives in a multi-product dynamic inventory model
Zhou, B., Zhong, H. & Wang, J., 2021, In: International Journal of Operational Research. 42, 1, p. 73-90 18 p.Research output: Contribution to journal › Article › peer-review
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The tensor auto-regressive model
Hill, C., Li, J., Schneider, M. J. & Wells, M. T., Jul 2021, In: Journal of Forecasting. 40, 4, p. 636-652 17 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Trust but verify: The oracle paradox of blockchain smart contracts
Albizri, A. & Appelbaum, D., 1 Jun 2021, In: Journal of Information Systems. 35, 2, p. 1-16 16 p.Research output: Contribution to journal › Article › peer-review
28 Scopus citations -
Unlocking the smart home: exploring key factors affecting the smart lock adoption intention
Mamonov, S. & Benbunan-Fich, R., 12 Mar 2021, In: Information Technology and People. 34, 2, p. 835-861 27 p.Research output: Contribution to journal › Article › peer-review
35 Scopus citations -
Utilizing emotion scores for improving classifier performance for predicting customer's intended ratings from social media posts
Ray, A., Bala, P. K. & Jain, R., 8 Feb 2021, In: Benchmarking. 28, 2, p. 438-464 27 p.Research output: Contribution to journal › Article › peer-review
22 Scopus citations