Aram Bahrini

Teaching Assistant Professor

Contact

4036 A Business Instructional Facility

515 Gregory Dr

Champaign, IL 61820

Listings

Educational Background

Ph.D., Systems Engineering, University of Virginia, 2023
M.S., Mathematics, University of British Columbia, 2019
M.S., Industrial & Manufacturing Systems Engineering, Kansas State University, 2017

Positions Held

Assistant Professor of Business Administration, Business Administration, University of Illinois at Urbana-Champaign, 2023 to present
Lecturer, Systems Engineering, University of Virginia, 2022-2022
Teacher, AP-Statistics, Yes Institution, 2020-2023
Research Affiliate, Systems Engineering-Link Lab, University of Virginia, 2019-2023
2nd Lieutenant, Logistics, Army Ground Forces, 2012-2013
Consultant in Integrated Management System based on ISO9001, ISO14001, & ISO18001, Integrated Management System, Aryan Ravesh Firm, 2011-2014

Recent Publications

Abbasimehr, H., Behboodi, A., & Bahrini, A. (2024). A novel hybrid model to forecast seasonal and chaotic time series. Expert Systems with Applications, Elsevier, 239 122461. link >
Hossein, A., Paki, R., & Bahrini, A. (2023). A novel XGBoost-based featurization approach to forecast renewable energy consumption with deep learning models. Sustainable Computing: Informatics and Systems, Elsevier, 38 100863. link >
Torkayesh, A., Babaee Tirkolaee, E., Bahrini, A., Pamucar, D., & Khakbaz, A. (2023). A systematic literature review of MABAC method and applications: An outlook for sustainability and circularity. Informatica, IOS Press, 34 (2), 415-448. link >
Baglione, A., Lihua, C., Bahrini, A., Posey, I., Boukhechba, M., & Chow, P. (2022). Understanding the relationship between mood symptoms and mobile app engagement among patients with breast cancer using machine learning: Case study. JMIR Medical Informatics, JMIR Publications, 10 (6), e30712. link >
Abbasimehr, H., & Bahrini, A. (2021). An analytical framework based on the recency, frequency, and monetary model and time series clustering techniques for dynamic segmentation. Expert Systems with Applications, Elsevier, 192 116373. link >

Other Publications

Articles

Hossein, A., Paki, R., & Bahrini, A. (2021). A novel approach based on combining deep learning models with statistical methods for COVID-19 time series forecasting. Neural Computing and Applications, Springer London, 34 1-15. link >
Bahrini, A., Riggs, R., & Esmaeili, M. (2021). Social Choice Rules, Fallback Bargaining, and Related Games in Common Resource Conflicts. Journal of Hydrology, Elsevier, 602 126663. link >
Abbasimehr, H., Paki, R., & Bahrini, A. (2021). Improving the performance of deep learning models using statistical features: The case study of COVID-19 forecasting. Wireless Network, Wiley Online Library, 15. link >
Abbasimehr, H., & Bahrini, A. (2021). Improving churn prediction using imperialist competitive algorithm for feature selection in telecom. International Journal of Business Information Systems, Inderscience.
Mohammadi, M., & Bahrini, A. (2019). A Nash–Stackelberg equilibrium model for internet and network service providers in the demand market—a scenario-based approach. Wireless Network, Springer Nature, 26 (1), 12.
Esmaeili, M., Bahrini, A., & Shayanrad, S. (2015). Using game theory approach to interpret stable policies for Iran’s oil and gas common resources conflicts with Iraq and Qatar. Journal of Industrial Engineering International, Springer Nature, 11 543-554. link >

Conference Proceedings

Bahrini, A., Khamoshifar, M., Abbasimehr, H., Riggs, R., Esmaeili, M., Mastali Majdabadkohne, R., & Pasehvar, M. (2023). ChatGPT: Applications, opportunities, and threats. ( pp. 274-279). 2023 Systems and Information Engineering Design Symposium (SIEDS), USA: IEEE. link >
Jain, A., Bahrini, A., Nour, E., Patel, H., Riggleman, ., Wittmann, T., Measells, K., Dowdell, K., Riggs, S., & Riggs, R. (2023). Improving Patient Flow in a Healthcare Clinic Post COVID-19: A Data Validation and Exploratory Analysis Approach. ( pp. 119-124). 2023 Systems and Information Engineering Design Symposium (SIEDS), USA: IEEE. link >
Dozier, C., Schmid, A., Huffman, B., Cusack, M., Saas, S., Wu, W., Bahrini, A., Riggs, R., Dowdell, K., & Measells, K. (2022). Optimization of Patient Flow and Process for a Primary Care Clinic During the COVID-19 Pandemic. ( pp. 282-287). 2022 Systems and Information Engineering Design Symposium (SIEDS), USA: IEEE. link >

Honors and Awards

Teachers Ranked as Excellent, UIUC Center for Innovation in Teaching & Learning, 2023-2023

Service

Session chair IEEE Systems and Information Engineering Design Symposium (SIEDS), 2023 IEEE Systems and Information Engineering Design Symposium (SIEDS), 2023 to present
Ad Hoc Reviewer, Chaos, Solitons and Fractals, 2023 to present
Ad Hoc Reviewer, Expert Systems with Applications, 2023 to present
Ad Hoc Reviewer, Operations Research and Decisions, 2022 to present
Ad Hoc Reviewer, European Journal of Operational Research, 2022 to present
Ad Hoc Reviewer, Isa Transactions, 2022 to present
Ad Hoc Reviewer, Japan Journal of Industrial and Applied Mathematics, 2022 to present
Ad Hoc Reviewer, Chemosphere, 2022 to present
Ad Hoc Reviewer, Computational and Applied Mathematics, 2022 to present
Ad Hoc Reviewer, Computer Methods in Biomechanics and Biomedical Engineering, 2022 to present
Ad Hoc Reviewer, Systems MDPI, 2022 to present
Ad Hoc Reviewer, Water Resource Research, 2022 to present
Ad Hoc Reviewer, Wireless Network, 2022 to present
Ad Hoc Reviewer, Big Data, 2022 to present
Ad Hoc Reviewer, Journal of Water Resources Planning and Management, 2022 to present
Session chair IEEE Systems and Information Engineering Design Symposium (SIEDS), 2022 IEEE Systems and Information Engineering Design Symposium (SIEDS), 2022 to present
Ad Hoc Reviewer, Multimedia Tools and Applications, 2021 to present
Ad Hoc Reviewer, Sustainable Cities and Society, 2021 to present
Ad Hoc Reviewer, WORK: A Journal of Prevention, Assessment & Rehabilitation, 2021 to present
Ad Hoc Reviewer, Annals of Operations Research, 2021 to present
Ad Hoc Reviewer, Journal of Hydrology, 2021 to present
Ad Hoc Reviewer, IEEE Transactions on Industrial Informatics, 2021 to present
Ad Hoc Reviewer, Information Processing & Management, 2021 to present
Ad Hoc Reviewer, International Journal of Biomathematics, 2021 to present
Ad Hoc Reviewer, Expert Systems, 2021 to present
Ad Hoc Reviewer, Optimization and Engineering, 2021 to present
Ad Hoc Reviewer, Journal of Thermal Analysis and Calorimetry, 2020 to present
Ad Hoc Reviewer, IEEE Access, 2020 to present
Ad Hoc Reviewer, Engineering with Computers, 2020 to present
Ad Hoc Reviewer, Numerical Methods for Partial Differential Equations, 2020 to present
Ad Hoc Reviewer, Mathematical Methods in the Applied Sciences, 2020 to present
Ad Hoc Reviewer, Group Decision and Negotiation, 2019 to present
Ad Hoc Reviewer, Journal of Quality Engineering and Production Optimization, 2018 to present
Ad Hoc Reviewer, Safety and Health at Work, 2018 to present
Ad Hoc Reviewer, International Journal of Systems Assurance Engineering and Management, 2018 to present
Ad Hoc Reviewer, International Journal of Production Research, 2016 to present
Ad Hoc Reviewer, Journal of Industrial Engineering International, 2016 to present
Session chair for SC24. Digital Supply Chains, 2023 INFORMS Annual Meeting, 2023-2023

Teaching Interests

BADM 210: Business Analytics I
BADM 211: Business Analytics II
BADM 378: Logistics Management

Research Interests

Methods: Mathematical modeling, optimization, game theory, machine learning, forecasting, artificial intelligence
Applications: Resource management, supply chain management, healthcare systems, business analytics, data analytics