Amin Kaboli
+41 21 693 34 17
EPFL › IC › IC-SIN › SIN-ENS
Website: https://sin.epfl.ch
+41 21 693 34 17
EPFL › STI › STI-SGM › SGM-GE
Expertise
Expertise
Selected Publications
Bouquet, P., Jackson, I., Nick, M., & Kaboli, A. (2023). AI-based forecasting for optimised solar energy management and smart grid efficiency. International Journal of Production Research, 1-22.
* Fatemi, M. S., Ghodratnama, A., Tavakkoli-Moghaddam, R., & Kaboli, A. (2022). A multi-functional tri-objective mathematical model for the pharmaceutical supply chain considering congestion of drugs in factories. Research in Transportation Economics, 92, 101094.
* Jalayer, M., Kaboli, A., Orsenigo, C., & Vercellis, C. (2022). Fault detection and diagnosis with imbalanced and noisy data: A hybrid framework for rotating machinery. Machines, 10(4), 237.
* Eghbali-Zarch, M., Tavakkoli-Moghaddam, R., Dehghan-Sanej, K., & Kaboli, A. (2022). Prioritizing the effective strategies for construction and demolition waste management using fuzzy IDOCRIW and WASPAS methods. Engineering, Construction and Architectural Management, 29(3), 1109-1138.
* Jalayer, M., Jalayer, R., Kaboli, A., Orsenigo, C., & Vercellis, C. (2021, July). Automatic visual inspection of rare defects: A framework based on gp-wgan and enhanced faster R-CNN. In 2021 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT) (pp. 221-227). IEEE.
* Kaboli, A., Glardon, R., Zufferey, N., & Cheikhrouhou, N. (2019). Replenishment behaviour in sequential supply chains. International Journal of Logistics Systems and Management, 32(3-4), 322-345.
* Kaboli, A. (2013). Trust and inventory replenishment decision under continuous review system (No. THESIS). EPFL.
* Tabari, M., Kaboli, A., Aryanezhad, M. B., Shahanaghi, K., & Siadat, A. (2008). A new method for location selection: a hybrid analysis. Applied Mathematics and Computation, 206(2), 598-606.
* Tavakkoli-Mogahddam, R., Ghezavati, V. R., Kaboli, A., & Rabbani, M. (2008). An efficient hybrid method for an expected maximal covering location problem. New Challenges in Applied Intelligence Technologies, 289-298.
* Kaboli, A., Aryanezhad, M. B., Shahanaghi, K., & Niroomand, I. (2007, October). A new method for plant location selection problem: a fuzzy-AHP approach. In 2007 IEEE International Conference on Systems, Man and Cybernetics (pp. 582-586). IEEE.
Selected publications
Replenishment Behavior in Sequential Supply Chains.
Kaboli A, Glardon R, Zufferey N, Cheikhrouhou N.
Published in International Journal of Logistics Systems and Management, Vol. 32, Nos. 3/4, 2019 in
Trust and Inventory Replenishment Decision Under Continuous Review System
Kaboli, A.
Published in PhD Thesis (2013). in
An Experimental Study of the Relationship between Trust and Inventory Replenishment in Triadic Supply Chain
Kaboli, A. Cheikhrouhou, N. Glardon, R. Darvish, M.
Published in The 4th Production and Operations Management World Conference, July 1-5, 2012, Amsterdam, the Netherlands. in
The Relationship between Trust and Inventory Replenishment in Supplier-Customer Dyad: An Experimental Study
Kaboli, A. Cheikhrouhou, N. Glardon, R.
Published in 4th International Conference on Information Systems, Logistics and Supply Chain, August 26-29, 2012, Quebec, Canada. in
A New Method for location selection: A hybrid analysis
Tabari, M, Kaboli, A, Aryanezhad, M, B, Shahanaghi, K, Siadat, A.
Published in Applied Mathematics and Computation, Vol. 206 (2), pp. 598-606, 2008. in
An Efficient Hybrid Method for an Expected Maximal Covering Location Problem
Tavakkoli-Moghaddam, R., Ghezavati, V, R, Kaboli, A, M. Rabbani
Published in New Challenges in Applied Intelligent Technologies, Springer Berlin-Heidelberg, ISSN: 1860-949X, Volume 134, pp. 289-298, 2008. in
A Mathematical Method for Managing Inventories in a Dual Channel Supply Chain
Teymouri, E, Mirzahosseinian, H, Kaboli, A.
Published in Vol. 19(4), pp. 31-37, 2008. in
Leadership in Virtual Teams
Kaboli, A, Tabari, M, Kaboli, E.
Published in Editors: Harsh Bhargava and Aparna Bellur,ISBN: 978-81-314-1977-9, Nov 2008. in
A Decision Framework for Location-Allocation Problems: A Case Study in Tea Industry
Tavakkoli-Moghaddam, R, Siadat, A, Kaboli, A.
Published in Proceedings of the 4th IEEE International Conference on Management of Innovation and Technology, Bangkok, Thailand, Sep 2008. in
A New Method for Location Problem: A Holistic Approach
International Journal of Engineering Transaction A: Basic
Published in Vol. 20(3), pp. 251-262, 2007. in
A Mathematical Method for Location Problem: A Fuzzy-AHP Approach
Kaboli, A, Aryanezhad, M, B, Shahanaghi, K, Niroomand, I.
Published in Proceedings of the IEEE International Conference Systems, Man,and Cybernetics, Montreal, Canada, Oct, 2007. in
Teaching & PhD
Courses
AI product management
CS-500
The course focuses on the development of real-word AI/ML products. It is intended for students who have acquired a theoretical background in AI/ML and are interested in applying that toward developing AI/ML-oriented products.
Continuous improvement of manufacturing systems
ME-498
Continuous Improvement encompasses the ongoing effort to capture, create, and deliver value to internal and external customers. This course empowers students to lead teams and harness technology to improve products, services, and processes.
Production management
ME-419
Production management deals with producing goods sustainably at the right time, quantity, and quality with the minimum cost. This course equips students with practical skills and tools for effectively managing demand, supply, and implementing advanced analytics in manufacturing companies.
Sustainable products and supply chains
ME-203
The course is designed to provide a foundational understanding of sustainability principles and equip students with practical skills and tools to develop sustainable products and optimize supply chains.