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Dr Hamed Aboutorab

Dr Hamed Aboutorab

Lecturer
UNSW Canberra
School of Business

Dr. Hamed Aboutorab is a Lecturer in the School of Business at UNSW Canberra, with a research focus on the application of artificial intelligence (AI) within supply chain management, risk analysis, and organisational resilience. His research addresses the challenges of modern supply chains, developing AI-driven models to identify, assess, and mitigate potential risks to enhance operational agility and stability. By integrating data analytics, machine learning, and decision-support systems, Hamed’s work explores strategies to support efficiency, cost savings, and adaptability in complex environments. Hamed’s research contributions have been published in prominent journals, including Expert Systems with Applications, Journal of Network and Computer Applications, and Future Generation Computer Systems, contributing to the growing field of AI applications within logistics and risk management.
E-mail
h.aboutorab@unsw.edu.au
Location
Room 207, Building 27 School of Business
  • Book Chapters | 2025
    Mahboubi A; Bui HT; Aboutorab H; Luong K; Camtepe S; Ansari K, 2025, 'A Lightweight Detection of Sequential Patterns in File System Events During Ransomware Attacks', in , pp. 204 - 215, http://dx.doi.org/10.1007/978-981-96-0576-7_16
  • Journal articles | 2024
    Aboutorab H; Hussain OK; Saberi M; Hussain FK; Prior D, 2024, 'Adaptive identification of supply chain disruptions through reinforcement learning', Expert Systems with Applications, 248, pp. 123477, http://dx.doi.org/10.1016/j.eswa.2024.123477
    Journal articles | 2024
    Baghalzadeh Shishehgarkhaneh M; Moehler RC; Fang Y; Aboutorab H; Hijazi AA, 2024, 'Construction supply chain risk management', Automation in Construction, 162, http://dx.doi.org/10.1016/j.autcon.2024.105396
    Journal articles | 2024
    Bui HT; Aboutorab H; Mahboubi A; Gao Y; Sultan NH; Chauhan A; Parvez MZ; Bewong M; Islam R; Islam Z; Camtepe SA; Gauravaram P; Singh D; Ali Babar M; Yan S, 2024, 'Agriculture 4.0 and beyond: Evaluating cyber threat intelligence sources and techniques in smart farming ecosystems', Computers and Security, 140, http://dx.doi.org/10.1016/j.cose.2024.103754
    Journal articles | 2024
    Gao Y; Camtepe SA; Sultan NH; Bui HT; Mahboubi A; Aboutorab H; Bewong M; Islam R; Islam MZ; Chauhan A; Gauravaram P; Singh D, 2024, 'Security threats to agricultural artificial intelligence: Position and perspective', Computers and Electronics in Agriculture, 227, http://dx.doi.org/10.1016/j.compag.2024.109557
    Journal articles | 2024
    Mahboubi A; Camtepe S; Ansari K; Pawłowski M; Morawiecki P; Aboutorab H; Pieprzyk J; Duda J, 2024, 'Shared file protection against unauthorised encryption using a Buffer-Based Signature Verification Method', Journal of Information Security and Applications, 86, http://dx.doi.org/10.1016/j.jisa.2024.103873
    Journal articles | 2024
    Mahboubi A; Luong K; Aboutorab H; Bui HT; Jarrad G; Bahutair M; Camtepe S; Pogrebna G; Ahmed E; Barry B; Gately H, 2024, 'Evolving techniques in cyber threat hunting: A systematic review', Journal of Network and Computer Applications, 232, http://dx.doi.org/10.1016/j.jnca.2024.104004
    Journal articles | 2024
    Shishehgarkhaneh MB; Moehler RC; Fang Y; Hijazi AA; Aboutorab H, 2024, 'Transformer-Based Named Entity Recognition in Construction Supply Chain Risk Management in Australia', IEEE Access, 12, pp. 41829 - 41851, http://dx.doi.org/10.1109/ACCESS.2024.3377232
    Journal articles | 2023
    Aboutorab H; Hussain OK; Saberi M; Hussain FK; Prior D, 2023, 'Reinforcement Learning-Based News Recommendation System', IEEE Transactions on Services Computing, 16, pp. 4493 - 4502, http://dx.doi.org/10.1109/TSC.2023.3326197
    Journal articles | 2022
    Aboutorab H; Hussain OK; Saberi M; Hussain FK, 2022, 'A reinforcement learning-based framework for disruption risk identification in supply chains', Future Generation Computer Systems, 126, pp. 110 - 122, http://dx.doi.org/10.1016/j.future.2021.08.004
    Journal articles | 2021
    Aboutorab H; Hussain OK; Saberi M; Hussain FK; Chang E, 2021, 'A survey on the suitability of risk identification techniques in the current networked environment', Journal of Network and Computer Applications, 178, http://dx.doi.org/10.1016/j.jnca.2021.102984
    Journal articles | 2021
    Motahari R; Saeidi Sough Y; Aboutorab H; Saberi M, 2021, 'Joint optimization of maintenance and inventory policies for multi-unit systems', International Journal of System Assurance Engineering and Management, 12, pp. 587 - 607, http://dx.doi.org/10.1007/s13198-021-01123-w
    Journal articles | 2018
    Aboutorab H; Aslani A; Nazari M, 2018, 'Analysis of dynamics competitiveness by using strategic groups maps: Case of furniture industry', International Journal of Business Analytics, 5, pp. 52 - 66, http://dx.doi.org/10.4018/IJBAN.2018070104
    Journal articles | 2018
    Aboutorab H; Saberi M; Asadabadi MR; Hussain O; Chang E, 2018, 'ZBWM: The Z-number extension of Best Worst Method and its application for supplier development', Expert Systems with Applications, 107, pp. 115 - 125, http://dx.doi.org/10.1016/j.eswa.2018.04.015
  • Conference Papers | 2024
    Shishehgarkhaneh MB; Chan M; Moehler RC; Fang Y; Hijazi AA; Aboutorab H, 2024, 'Named Entity Recognition in Construction Supply Chain Risk Management Using Transformer-Based Models and Genetic Algorithm-Driven Hyperparameter Tuning', in International Conference on Electrical, Computer, and Energy Technologies, ICECET 2024, http://dx.doi.org/10.1109/ICECET61485.2024.10698305
    Conference Papers | 2023
    Aboutorab H; Saberi M; Hussain OK; Hussain FK, 2023, 'POSSUM: PrOactive diSruption riSk identification for sUpply chain Management', in 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2023, pp. 319 - 321, http://dx.doi.org/10.1109/PerComWorkshops56833.2023.10150317
    Conference Papers | 2023
    Aboutorab H; Yu R; Dsouza A; Saberi M; Hussain OK, 2023, 'A News Recommendation System for Environmental Risk Management', in CEUR Workshop Proceedings

Supply Chain and Logistics Management, Risk Management, Artificial Intelligence, Cyber Security

My Teaching

ZBUS3102 Project Management

ZBUS8302 Logistics Management