Hadi Mosadegh - Amirkabir University of Technology

Supervised MSc Theses

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Thesis title

By

Date

1

Assessment of Coronavirus pandemic control policies' impacts on public health using type II fuzzy clustering method

NILOOFAR AMINI
Other Supervisor: MOHAMMAD HOSSEIN FAZEL ZARANDI

2024 Jun

2

Designing a sustainable logistics-oriented inventory management system considering the time-based service level constraints with a machine learning approach

SAJJAD MAZAHERIZADEH

2024 Jun

3

Application of machine learning-based forward-looking process mining for business process analytics and improvement: A case study in a commercial company

ARSALAN GHASEMI

2024 Feb

4

Developing an Intelligent Navigation Expert System for Vaccine Distribution under Pandemic Conditions

NEGAR SADEGHI

2024 Feb

5

Scheduling of medical tourists visiting medical centers using an agent-based approach

MELIKA BAGHI

2023 Jul

6

A Data Driven Model for Routing and Scheduling Hazardous Material Carriers with Service Hours Constraints

MOHAMMADREZA MORADI GHALEHJOOGH

2023 Jul

7

Presenting a reinforcement learning based approach for solving freight truck assignment problem on an origin-destination demand based road transportation network under uncertain trip parameters

ZEYNAB SADAT TABATABAEE ALAVI

2023 Jul

8

solving a dynamic vehicle routing problem in cold supply chain network using logistics 4.0 approach

MAHDIEH SHAHMORADI

2023 Jun

9

Agent-based simulation of internal logistics systems based on Logistics 4.0 approach

MOBINA RAZMARA

2023 Mar

10

Designing an adaptive enterprise architecture for digital hospital organizations with the approach of wearable device usages

MAEDE ASADI & MOHSEN AKBARPOUR SHIRAZI
Other Supervisor:

2025 Sep

11

Presenting a new hybrid approach based on FMEA and the AHP to reduce failure risk by considering sustainability and using a data-driven approach

SARA BAGHERI

2025 Oct

12

Designing a resilient sustainable supply chain network with renewable energy integration: a case study in the supply chain of mineral products

AMIRHOSEIN SEDIGHI

2025 Mar

13

A machine learning approach for resource management and scheduling in team-based healthcare systems

AVA REISI DEHKORDI

2025 Mar

14

Scheduling and Rescheduling for elective and emergency patients with modified block scheduling strategy in operating rooms under uncertain conditions using a supervised learning approach

HANNANEH JALILVAND

2025 Apr

Journal Papers

1

M. Fatehi, S.M.T. Fatemi Ghomi, H. Mosadegh, "A novel machine learning-based model for forecasting paint body storage entries in mixed-model assembly lines", Journal of Statistical Computation and Simulation, 2025 Oct vol. 0, no. 0, pp.1-40, 2025.

2

A. Bagheri Tofighi, A. Ahmadi, H. Mosadegh, "A novel case-based reasoning system for explainable lung cancer diagnosis", Computers In Biology and Medicine, 2024 Dec vol. 185, no. 0, pp.1-20, 2024.

3

Maryam Pouramin, Abolfazl Mirzazadeh, Hamed Davari-ardakani, H. Mosadegh, Edris Alajegerdi, "Multi-mode resource-constrained project scheduling problem along with material ordering under time-of-use electricity tariffs and carbon taxes", Annals of Operations Research, 2024 Oct vol. , no. 0, pp.1-45, 2024.

4

H. Zarbi Chakherlou, S. Mansour, H. Mosadegh, "Customer Participation in New Product Development: The Contingent Effects of Product Development Proficiency and Task Uncertainty", Engineering Management Journal, 2024 Sep vol. September, no. 2024, pp.1-12, 2024.

5

H. Zarbi Chakherlou, S. Mansour, H. Mosadegh, "Modularity and new product performance: the role of new product development speed and task uncertainty", Journal of Engineering Design, 2024 Aug vol. August, no. 2024, pp.1-22, 2024.

6

A. Bagheri Tofighi, A. Ahmadi, H. Mosadegh, "Improving lung cancer detection via MobileNetV2 and stacked-GRU with explainable AI", International Journal of Information Technology (Singapore), 2024 Jul vol. 17, no. 0, pp.1189-1196, 2024.

7

Azadeh Sadeghi, Felipe Aros-vera, H. Mosadegh, Roohollah Younessinaki, "Social cost-vehicle routing problem and its application to the delivery of water in post-disaster humanitarian logistics", Transportation Research Part E-Logistics and Transportation Review, 2023 Aug vol. 176, no. 0, pp.103189-103189, 2023.

8

Roohollah Younessinaki, Azadeh Sadeghi, H. Mosadegh, Najat Almasarwah, Grsel A. Ser, "Cellular manufacturing design 1996-2021: A review and introduction to applications of Industry 4.0", International Journal of Production Research, 2022 Sep vol. 61, no. 16, pp.5585-5636, 2022.

9

Ehsan Ahmadi, H. Mosadegh, Reza Maihami, Iman Ghalehkhondabi, Minghe Sun, Grsel A. Ser, "Intelligent inventory management approaches for perishable pharmaceutical products in a healthcare supply chain", Computers and Operations Research, 2022 Jul vol. 147, no. 0, pp.105968-105968, 2022.

10

Mohammad Fattahi, H. Mosadegh, Aliakbar Hasani, "Sustainable planning in mining supply chains with renewable energy integration: A real-life case study", Resources Policy, 2021 Dec vol. 74, no. 0, pp.101296-101296, 2021.

Taught Courses

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Course title

Description

Headlines

Date

1

Seminar

Strengthening research skills: Familiarization with research methodologies and enhancing students' abilities in problem definition, design, execution, and analysis of scientific research.Familiarity with scientific literature: Assisting students in r

4051

2

Operations Research (II)

آشنایی دانشجویان با روش های مدل سازی مسائل بهینه سازی و حل آنها

4051

3

Production Planning

4051

4

Production Planning

The objective of this course is to familiarize students with methods for identifying, analyzing, and modeling production systems, as well as algorithms for solving production-related problems. Students will learn production planning techniques and en

4051

5

Sequencing & Scheduling

To become familiar with scheduling and sequencing theory and understanding of scheduling problems and principles;To develop an understanding of stochastic models in scheduling;To provide an introduction to complexity and graph theories;To understand

4051

6

Management Information Systems

•بینش عمیق دانشجویان به شرکت های کسب و کار امروزی و نحوه استفاده آنها از فناوری و سیستم های اطلاعاتی برای دست یابی به اهدافشان•آشنایی دا�

4042

7

Intellignet Expert Systems

•آشنایی با بازنمایی دانش و مبانی سیستم های خبره؛•توسعه درک الگوریتم های جستجو و موتورهای استنتاج در پایگاه های دانش؛•آشنایی با توسعه ی�

4042

8

Operations Research (II)

آشنایی دانشجویان با روش های مدل سازی مسائل بهینه سازی و حل آنها

4042

9

Health-Care Systems Engineering Internship-(I) & (II)

4042

10

Production Planning

4041

11

Seminar

4041

12

Sequencing & Scheduling

4041

13

Optimization II

4041

14

Management Information Systems

4032

15

Optimization II

4032

16

Expert Systems in Healthcare

4032

17

Internship

4032