Aram Bahrini

Aram Bahrini

Teaching Assistant Professor

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Contact

4036 A Business Instructional Facility

515 Gregory Dr

Champaign, IL 61820

217-300-7828

bahrini@illinois.edu

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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. Forthcoming. 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

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

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

Contact

4036 A Business Instructional Facility

515 Gregory Dr

Champaign, IL 61820

217-300-7828

bahrini@illinois.edu

Vita

Google Scholar

SCOPUS

Website

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