Employment

 | Last update: 2026/08/27 | 

Employment

• Associate Professor, Faculty of Industrial Engineering, Iran University of Science and Technology, Since February 2017.

• Consultant in Industrial Management Institute of Iran to launch IT center (October 2012- March 2013);

• Consultant of the initiative phase of Smart City project for Tehran municipality (September 2012- February 2013);

• The director-general of the IT department in Social Security Organization of Iran (January 2012 - September 2012);

• The director-general of the economic and social planning department in Social Security Organization of Iran (December 2010-September 2012);

• Member of the strategic change committee in Social Security Organization of Iran (December 2010-September 2012);

• Member of the ICT committee in Social Security Organization of Iran (December 2010-September 2012);

• Member of the family physician program in Social Security Organization of Iran (October 2010-September 2012);

• Project manager for re-designing the mission and the business model of Red Crescent Society of Iran ( March 2010-September 2010);

• Manager assistant of the management development and organizational change department of the ministry of health and medical education of Iran (September 2008-March2010);

• The secretary of the operational planning of the ministry of health and medical education of Iran (September 2008-March2010);

• Manager of the organizational performance assessment office in the management development and organizational change department of the ministry of health and medical education of Iran(March 2008-September 2008);

• Member of the health committee of the fifth national development plan;Member of the health sector committee in the national award of the organizational excellence (September 2008-March2010);

• Member of the supervision team in strategic planning for the nuclear fuel chain (September 2007- March 2008);

• Project manager of the strategic change in the nuclear medicine department of Tehran Shariati Hospital (October 2007-March2008);

• Manager of the organizational performance office in Cultural and Art Organization of Tehran municipality (June 2207-October 2007);

• Member of strategic planning office in Cultural and Art Organization of Tehran municipality (April 2007-June 2007);

• Member of the strategic planning project in Pasteur Institute of Iran (May 2006-September 2006)

 

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Selected Published Books

 | Last update: 2026/08/25 | 

Selected Published Books

  • Information governance in service-oriented business networking. 2016. Eindhoven University of Technology, BETA series D

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Selected Conference Attendance

 | Last update: 2026/08/25 | 

Selected Conference Attendance

• Rasouli, M. R.,  KUSTERS, R. J., TRIENEKENS, J. J. & GREFEN, P. W. 2014. Service orientation in demand-supply chains: towards an integrated framework. Collaborative Systems for Smart Networked Environments, 15th IFIP Working Conference on Virtual Enterprises,. Springer, 182-193. 

• Rasouli, M. R.,  ESHUIS, R., TRIENEKENS, J. J. & GREFEN, P. W. 2015. Information governance requirements for architectural solutions supporting dynamic business networking. Workshops of 13th international conference on service computing (ICSOC), India. Springer, 184-189. 

• Rasouli, M. R.,   ESHUIS, R., TRIENEKENS, J. J., KUSTERS, R. J. & GREFEN, P. W. 2015. Information quality in dynamic networked business process management. On the Move to Meaningful Internet Systems Conferences, Springer, 202-218. 

• Rasouli, M. R., TRIENEKENS, J. J., KUSTERS, R. J. & GREFEN, P. W. 2015. A dynamic capabilities perspective on service-orientation in demand-supply chains. 7th Industrial Product-Service Systems Conference - PSS, industry transformation for sustainability and business, Procedia CIRP, 30, 396-401. 

• Rasouli, M. R.,  ESHUIS, R., TRIENEKENS, J. J., KUSTERS, R. J. & GREFEN, P. W. 2016. Information governance as a dynamic capability in service-oriented business networking. Collaboration in a Hyperconnected World, 17th IFIP Working Conference on Virtual Enterprises, Springer, 457-468.

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Selected Journal Papers

 | Last update: 2026/08/25 | 

Selected Journal Papers

1. Razavi, A.,  Rasouli, M. R., Pishvaee. M.S., Topan. E. (2026). A hybrid framework for data-driven predictive maintenance: probabilistic RUL estimation and early failure signaling via control charts. Journal of Quality in Maintenance Engineering. https://doi.org/10.1108/JQME-01-2025-0003

2. Bahrampour, S., Rasouli, M. R., Fathian. M. (2026). Adaptive hybrid storage and retrieval management in blockchain-IPFS systems: a multi-agent deep reinforcement learning approach. Cluster Computing. https://doi.org/10.1007/s10586-026-06165-y

3. Davoudabadi, R., Makui, A., & Rasouli, M. R., (2026). Introducing a predictive-oriented multi-stakeholder recommender system model. Scientific Reports. https://doi.org/10.1038/s41598-026-37793-4

4. Aalikhani, R., Fathian, M., Rasouli, M. R., & Eshuis, R. (2026). Dynamic cloud manufacturing service composition based on runtime QoS prediction: A predictive process monitoring-based method. Computers & Industrial Engineering. https://doi.org/10.1016/j.cie.2025.111701

5. Heidari, R., Ghazanfari, M., & Rasouli, M. R. (2026). A decision support system for resilient vehicle route planning using mathematical modeling and artificial neural networks: a case study. Kybernetes. https://doi.org/10.1108/K-10-2024-2935

6. Aalikhani, R., Rasouli, M. R., Ghanbari, H., Fathian, M., & Aliahmadi, A. (2026). Exploring the role of fundamental factors on developing an effective network governance in healthcare systems: a structural equation modeling-based study. Journal of Health Organization and Management. https://doi.org/10.1108/JHOM-08-2024-0355

7. Heidari, R., Ghazanfari, M., & Rasouli, M. R., (2026). A bi-objective two-stage stochastic programming model for the resilient and consistent vehicle routing problem: a hybrid learning-based metaheuristic algorithm. Engineering Optimization. https://doi.org/10.1080/0305215X.2025.2464856

8. Heydari Dehaghani, S., & Rasouli, M. R., (2025). An Interpretable Predictive Process Monitoring Approach To Estimate the Improvement Status of Emergency Patients Using Vital Signs. SN Comprehensive Clinical Medicine. https://doi.org/10.1007/s42399-025-02183-w

9. Aalikhani, R., Fathian, M., & Rasouli, M. R. (2025). Enhancing remaining time prediction in business processes by considering system-level and resource-level inter-case features. Software and Systems Modeling. https://doi.org/10.1007/s10270-025-01267-4

10. Aalikhani, R., Fathian, M., & Rasouli, M. R. (2025). Balancing workloads and optimizing QoS in cloud manufacturing through enhanced metaheuristics. International Journal of Research in Industrial Engineering. https://doi.org/10.22105/riej.2024.470267.1461

11. Aalikhani, R., Rasouli, M. R., Ghanbari, H., Fathian, M., & Ali Ahmadi, A. (2025). Network governance in healthcare systems: a systematic review of the network-level factors. Journal of Health Organization and Management. https://doi.org/10.1108/JHOM-05-2024-0171

12.  Rostami, P., Sadjadi, S. J., & Rasouli, M. R. (2025). New model for an open vehicle routing problem to optimize the blood sample collection process within a network of clinical laboratories. Transportation Research Record. https://doi.org/10.1177/03611981241275561

13. Aalikhani, R., Fathian, M., & Rasouli, M. R. (2024). Comparative analysis of classification-based and regression-based predictive process monitoring models for accurate and time-efficient remaining time prediction. IEEE Access. https://doi.org/10.1109/ACCESS.2024.3397185

14.  Kashani, K. N., Pishvaee, M. S., Hosseini, S. M. S., & Rasouli, M. R. (2024). Designing a resilient medical laboratory service network under disruption and uncertainty: a case study. Computers & Chemical Engineering. https://doi.org/10.1016/j.compchemeng.2023.108527

15. Rasouli, M. R. (2023). Invented Tradition as a Theoretical Approach Within Iranian Memory Studies: A Review. Contemporary Review of the Middle East. https://doi.org/10.1177/23477989231181768

16. Nasiri Kashani, K., Pishvaee, M. S., Seyedhosseini, S. M., & Rasouli, M. R..(2023). Optimization model for designing disruption-oriented network of laboratory services and managing procurement of health items under uncertainty: A real-world case study. Journal of Industrial and Systems Engineering.20.1001.1.17358272.2023.15.1.8.0

17.  Rahmanzadeh, S., Pishvaee, M. S., & Rasouli, M. R.(2023). A robust fuzzy-stochastic optimization model for managing open innovation uncertainty in the ambidextrous supply chain planning problem. Soft Computing. https://doi.org/10.1007/s00500-023-07825-6

18.  Farahi-Ashtiani, I., Jahangiri, K., Sohrabizadeh, S., Gholamnia, R., & Rasouli, M. R.(2023). Explaining of the experts' points of view about the types and importance of man-made hazards in Iran’s process industries: A qualitative study. Heliyon. https://doi.org/10.1016/j.heliyon.2023.e13472

19.  Rostami, P., Sadjadi, S. J., & Rasouli, M. R.2023). A Robust Model for an Open Vehicle Routing Problem to Optimize the Blood Sample Collection Process within a Network of Clinical Laboratories. Available at SSRN. https://dx.doi.org/10.2139/ssrn.4360451

20.  Shirazi, F. B., Moslehi, S., Rasouli, M. R. & Masoumi, G. (2023). Identifying the Challenges of Simulating the Hospital Emergency Department in the Event of Emergencies and Providing Effective Solutions: A Qualitative Study. Disaster Medicine and Public Health Preparedness. 10.1017/dmp.2022.144

21.  Razavi, S. A., Aazami, A., Rasouli, M. R., & Papi, A. (2022). Integrated production-inventory-routing problem incorporating greenness consideration: A mathematical model and heuristic solver. Journal of Industrial Engineering and Management Studies. https://doi.org/10.22116/jiems.2022.334765.1482

22.  Razavi Al-e-hashem, S. A., Papi, A., Pishvaee, M. S., & Rasouli, M. R. (2022). Robust maintenance planning and scheduling for multi-factory production networks considering disruption cost: a bi-objective optimization model and a metaheuristic solution method. Operational Research. https://doi.org/10.1007/s12351-022-00733-x

23.  Hajiali, M., Teimoury, E., & Rasouli, M. R. (2022). Real time ambulance relocation mathematical model for emergency system considering multiple coverage range, relocation costs, workload limitation, and prioritization of…. Sharif Journal of Industrial Engineering & Management.

24.  Shirazi, F. B., Moslehi, S., Rasouli, M. R., & Masoumi, G. (2022). A systematic literature review identifying the dimensions and components of simulation of the hospital emergency department during emergencies and disasters. Medical Journal of the Islamic Republic of Iran. https://doi.org/10.47176/mjiri.36.82

25. Shirazi, F. B., Moslehi, S., Rasouli, M. R., & Masoumi, G. (2022). Factors affecting simulators of the hospital emergency department during emergencies and disasters in Iran: a qualitative study. Frontiers in Emergency Medicine. https://doi.org/10.18502/fem.v6i3.9398

26.  Kheirabadi, D., Honarmand, A., Rasouli, M. R., Safavi, M. R., & Maracy, M. R. (2022). Comparison of airway assessment tests for prediction of difficult intubation in obese patients: importance of thyromental height and upper lip bite test. Minerva Anestesiologica. 10.23736/S0375-9393.21.15764-5

27.  Mohammadi, M., Rasouli, M. R., & Pishvaee, M. S. (2021). Data driven approaches for customer centric and service dominant value propositions: A systematic literature review. Journal of Industrial and Systems Engineering. 20.1001.1.17358272.2021.14.1.3.4

28.  HodjatPanah, N., & Rasouli, M. R.  (2021). A data driven model for credit scoring of loan applicants within a crowdfunding scenario in a P2P lending platform in Iran. Journal of Industrial and Systems Engineering.

29. Karimi, F., Ghazanfari, M., Rasouli, M. R., & Moafi, M. (2021). Enhancing Intelligent Aviation Operations Using Process Mining Techniques. Journal of Transportation Research.10.22034/tri.2021.119310

30.  Vasheghani, F. M., Farhangi, A. A., & Rasouli, M. R. (2021). Elaboration of a model based on the indices of capabilities and skills of media managers and its effectiveness in advancing the macro goals of Horizon 2025. Rasaneh. https://doi.org/10.22034/bmsp.2021.265620

31.  Saljooghianpour, M., & Rasouli, M. R. (2021). Investigation of Morphological–Agronomic Diversity in Some of Tomato Cultivars in Khash Region. Sustainable Agricultural Science Research.

32.  Imani, D. M., Nadernezhad, F., & Rasouli, M. R. (2021). A Data-driven Model for Predicting the Yield of Recoverable Sugar from Sugarcane. Journal of Agricultural Machinery. https://doi.org/10.22067/jam.2021.69805.1034

33.  Khalili, P., Rasouli, M. R., & Fathian, M. (2020). Data-Driven Approaches to Improve the Quality of Clinical Processes: A Systematic Review. Quarterly Journal of Management Strategies in Health System. https://doi.org/10.18502/mshsj.v5i3.4907

34.  Rahmanzadeh, S., Pishvaei, M., & Rasouli, M. R. (2020). A decision support model to distribute the benefits of open innovation process. Innovation Management Journal.

35.  Alikhani, R., Aliahmadi, A., & Rasouli, M. R. (2020). Out-of-network factors affecting governance in the health system: systematic review. Tarbiat Modares University.

36.  Rishehchi Fayyaz,  Rasouli, M. R. Amiri, B. (2020). A data-driven and network-aware approach for credit risk prediction in supply chain finance. Industrial Management & Data Systems. https://doi.org/10.1108/IMDS-01-2020-0052

37.  Rasouli, M. R. (2020). An architecture for IoT-enabled intelligent process-aware cloud production platform: a case study in a networked cloud clinical laboratory. International Journal of Production Research. https://doi.org/10.1080/00207543.2019.1634847

38.  Aalikhani, R., Aliahmadi, A. R., & Rasouli, M. R. (2019). Behavioral factors influencing on designing network governance model in health care domain: A systematic literature review. Quarterly Journal of Management Strategies in Health System. https://doi.org/10.18502/mshsj.v4i1.1097

39.  Rahmanzadeh, S., Pishvaee, M. S., & Rasouli, M. R. .(2019). Integrated innovative product design and supply chain tactical planning within a blockchain platform. International Journal of Production Research. https://doi.org/10.1080/00207543.2019.1651947

40. Rasouli, M. R., Kusters, R. J., Trienekens, J. J. M., & Grefen, P. W. P. J. (2019). Service orientation in business networking: a demand-supply chain perspective. Production Planning and Control. https://doi.org/10.1080/09537287.2018.1519730

41.  Rasouli, M. R. (2019). Intelligent process-aware information systems to support agility in disaster relief operations: a survey of emerging approaches. International Journal of Production Research. https://doi.org/10.1080/00207543.2018.1509392

42.  Aalikhani, R., Rasouli, M. R., & Aliahmadi, A. R. (2018). The impact of key factors on an appropriate network governance model in health care systems: a structural equation modeling approach. Journal of Health Administration.

43. Rasouli, M. R., & Hedayati, M. R. (2017). The role of creativity and the factors affecting the performance of public relations Social Security. Innovation & Creativity in Human Science.

44. Rasouli, M. R., Ghazanfari, M., & Eshuis, R. (2017). A Process Aware Information System to Support Agility in Relief Operations. 13th International Conference on Industrial Engineering.

45.  Rasouli, M. R.,  Eshuis, R., Grefen, P. W. P. J., Trienekens, J. J. M., & Kusters, R. J. (2017). Information governance in dynamic networked business process management. International Journal of Cooperative Information Systems. https://doi.org/10.1142/S0218843017400044

46. Rasouli, M. R. (2016). Information governance in service-oriented business networking. Eindhoven University of Technology.

47. Rasouli, M. R., Trienekens, J. J. M., Kusters, R. J., & Grefen, P. W. P. J. (2016). Information governance requirements in dynamic business networking. Industrial Management & Data Systems. https://doi.org/10.1108/IMDS-06-2015-0260

48.  Salmanzadeh, H., & Rasouli, M. R.(2015). The influence of effective factors on mechanical stress on fingertips during snap-fit assembly. Iranian Rehabilitation Journal.

49. Rasouli, M. R., Eshuis, R., Trienekens, J. J. M., Kusters, R. J., & Grefen, P. W. P. J. (2015). Information Quality in Dynamic Networked Business Process Management. On the Move to Meaningful Internet Systems: OTM 2015 Conferences.

50. Rasouli, M. R., Trienekens, J. J. M., Kusters, R. J., & Grefen, P. W. P. J. (2015). A dynamic capabilities perspective on service-orientation in demand-supply chains. Procedia CIRP. https://doi.org/10.1016/j.procir.2015.02.145 

 

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Curriculum Vitae- Dr. Mohammad Reza Rasouli

 | Last update: 2026/08/25 | 

”Dr. Mohammad Reza Rasouli“

 Associate Professor

System and e-Commerce Engineering Group

Email: Rasouliiust.ac.ir

Phone: (+98) 21-73225061

 
 ORCID ID: 0000-0002-8808-7037

AWT IMAGEEducational BackgroundAWT IMAGE

Education

• Ph.D., Industrial Engineering (Information System), 2016, Eindhoven University of Technology, Netherlands

• M.Sc., Industrial Engineering, 2009, Shahed University , Iran

• B.Sc., Industrial Engineering, 2006, Amirkabir University of Technology, Iran

Research Interests

• Business Process Intelligence (BPI)

• Electronic Supply Chain Management (e-SCM)

• Cloud Manufacturing and Networked Business Models

• Data Mining and Machine Learning

• Reinforcement Learning

• Agent-Based Modeling and Simulation

Teaching Experiences

• Business Process Intelligence

• Electronic Supply Chain Management (e-SCM)

• Data Mining and Machine Learning

• Information Systems

• Computer Simulation

• Business Modeling

• IT Governance (Information Technology Governance)

AWT IMAGEResearch and Executive ExperienceAWT IMAGE

 AWT IMAGE Employment

 AWT IMAGE Selected Journal Papers

AWT IMAGE Selected Conference Attendance

AWT IMAGE  Selected Published Books

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