Academic Publications
Fernando S. Oliveira
This repository contains selected peer-reviewed publications and working papers in the areas of:
- Risk Analysis and Risk Management
- Supply Chain Management
- Artificial Intelligence and Reinforcement Learning
- Energy Markets and Infrastructure Investment
- Blockchain and Information Systems
These articles are shared for academic dissemination and research collaboration.
Articles
LIU, C.-Y., OLIVEIRA, F. S., and YOU, T.-H. 2025. Analysis of the Determinants of Film Quality Considering a Risk-Averse Producer and Consumer Learning from Online Reviews. Journal of the Operational Research Society.
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OLIVEIRA, F. S. and RUIZ, C. 2025. Management using Weather Derivatives in Solar Power Plants. International Journal of Production Research, 63 (21), 8074-8090.
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LIU, C.-Y., OLIVEIRA, F.S. and YOU, T.-H. 2024. The impact of platform audits on the manipulation of online reviews. International journal of production economics [online], 275, article number 109323.
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OLIVEIRA, F.S., WILLIAM-RIOUX, B. and PIERRU, A. 2023. Capacity expansion in liberalized electricity markets with locational pricing and renewable energy investments. Energy economics [online], 127(B), article number 106958.
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OLIVEIRA, F.S. 2023. The emergence of social inequality: a co-evolutionary analysis. Journal of economic behavior and organization [online], 215, pages 192-206.
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MANDANIA, R. and OLIVEIRA, F.S. 2023. Dynamic pricing of regulated field services using reinforcement learning. IISE transactions [online], 55(10), pages 1022-1034.
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OLIVEIRA, F.S. 2023. Procurement risk management in a petroleum refinery. Decision sciences [online], 54(3), pages 277-296.
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OLIVEIRA, F. S., ZAHUR, N. B., and WU, F., 2023. Analysis of the Optimal Policy for Managing Strategic Petroleum Reserves under Long-Term Uncertainty: The ASEAN Case. Computers & Industrial Engineering, 175 (Online).
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OLIVEIRA, F.S. 2022. A causal map analysis of supply chain decentralization. Journal of computer information systems [online], 62(2), pages 205-215.
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JANDHYALA, S. and OLIVEIRA, F.S. 2021. The role of international anti-corruption regulations in promoting socially responsible practices. Journal of economic behavior and organization [online], 190, pages 15-32.
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OLIVEIRA, F.S. and RUIZ, C. 2021. Analysis of futures and spot electricity markets under risk aversion. European journal of operational research [online], 291(3), pages 1132-1148.
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OLIVEIRA, F.S. and COSTA, M.L.G. 2018. Capacity expansion under uncertainty in an oligopoly using indirect reinforcement-learning. European journal of operational research [online], 267(3), pages 1039-1050.
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ANSARIPOOR, A.H. and OLIVEIRA, F.S. 2018. Flexible lease contracts in the fleet replacement problem with alternative fuel vehicles: a real-options approach. European journal of operational research [online], 266(1), pages 316-327.
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OLIVEIRA, F.S. 2018. A creativity support system based on causal mapping. Journal of computer information systems [online], 58(2), pages 99-109.
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OLIVEIRA, F.S. 2017. Strategic procurement in spot and forward markets considering regulation and capacity constraints. European journal of operational research [online], 261(2), pages 540-548.
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BUNN, D.W. and OLIVEIRA, F.S. 2016. Dynamic capacity planning using strategic slack valuation. European journal of operational research [online], 253(1), pages 40-50.
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ANSARIPOOR, A.H., OLIVEIRA, F.S. and LIRET, A. 2016. Recursive expected conditional value at risk in the fleet renewal problem with alternative fuel vehicles. Transportation research part C: emerging technologies [online], 65, pages 156-171.
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RANA, R. and OLIVEIRA, F.S. 2015. Dynamic pricing policies for interdependent perishable products or services using reinforcement learning. Expert systems with applications [online], 42(1), pages 426-436.
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OLIVEIRA, F.S. 2014. Reinforcement learning for business modeling. In Wang, J. (ed.) Encyclopedia of business analytics and optimization. Hershey: IGI Global [online], chapter 181, pages 2010-2019.
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OLIVEIRA, F.S. 2014. Finite automata games: basic concepts. In Wang, J. (ed.) Encyclopedia of business analytics and optimization. Hershey: IGI Global [online], chapter 88, pages 951-959.
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ANSARIPOOR, A.H., OLIVEIRA, F.S. and LIRET, A. 2014. A risk management system for sustainable fleet replacement. European journal of operational research [online], 237(2), pages 701-712.
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ANSARIPOOR, A.H. and OLIVEIRA, F.S. 2014. Robust supply chain risk management. In Wang, J. (ed.) Encyclopedia of business analytics and optimization. Hershey: IGI Global [online], chapter 188, pages 2093-2103.
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GULPINAR, N. and OLIVEIRA, F. S., 2014. Analysis of the Relationship between Forward and Spot Markets in Oligopolies under Demand and Cost Uncertainty. Computational Management Science, 11(3): 267-283.
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RANA, R. and OLIVEIRA, F.S. 2014. Real-time dynamic pricing in a non-stationary environment using model-free reinforcement learning. Omega [online], 47, pages 116-126.
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ANSARIPOOR, A.H., OLIVEIRA, F.S. and LIRET, A. 2013. The asset replacement problem state of the art. In Owusu, G., O'Brien, P., McCall, J. and Doherty, N.F. (eds.) Transforming field and service operations: methodologies for successful technology-driven business transformation. Berlin: Springer [online], chapter 14, pages 213-233.
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MURPHY, F. and OLIVEIRA, F.S. 2013. Pricing option contracts on the strategic petroleum reserve. Energy economics [online], 40, pages 242-250.
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OLIVEIRA, F.S., RUIZ, C. and CONEJO, A.J. 2013. Contract design and supply chain coordination in the electricity industry. European journal of operational research [online], 227(3), pages 527-537.
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GULPINAR, N. and OLIVEIRA, F. S., 2012. Robust Trading in Spot and Forward Oligopolistic Markets. International Journal of Production Economics, 138 (1): 35-45.
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MURPHY, F. and OLIVEIRA, F.S. 2010. Developing a market-based approach to managing the US strategic petroleum reserve. European journal of operational research [online], 206(2), pages 488-495.
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OLIVEIRA, F.S. 2010. Limitations of learning in automata-based systems. European journal of operational research [online], 203(3), pages 684-691.
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OLIVEIRA, F.S. 2010. Modeling emotions and reason in agent-based systems. Computational economics [online], 35(2), pages 155-164.
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OLIVEIRA, F. S. 2010. Bottom-up Design of Strategic Options as Finite Automata. Computational Management Science, 7 (4): 355-375.
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CALDART, A. and OLIVEIRA, F.S., 2010. Analysing industry profitability: A “complexity as cause” perspective. European Management Journal, 28 (2): 95-107.
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MOREIRA, A., OLIVEIRA, F. S., and Pereira, J., 2010. Social welfare analysis of the Iberian electricity market accounting for carbon emission prices. IET Gener. Transm. Distrib., 4 (2): 231–243.
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BUNN, D.W. and OLIVEIRA, F.S. 2008. Modeling the impact of market interventions on the strategic evolution of electricity markets. Operations research [online], 56(5), pages 1116-1130.
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OLIVEIRA, F.S. 2008. A constraint logic programming algorithm for modeling dynamic pricing. INFORMS journal on computing [online], 20(1), pages 69-77.
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OLIVEIRA, F.S., 2008. The Value of Information in Electricity Investment Games. Energy Policy, 36: 2364–2375.
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BUNN, D.W. and OLIVEIRA, F.S. 2007. Agent-based analysis of technological diversification and specialization in electricity markets. European journal of operational research [online], 181(3), pages 1265-1278.
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DYSON, R.G. and OLIVEIRA, F.S. 2007. Flexibility, robustness and real options. In Dyson, R.G. and O'Brien, F.A. (eds.) Supporting strategy: frameworks, methods and models. Chichester, Wiley, chapter 13, pages 343-366.
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CALDART, A.A. and OLIVEIRA, F.S. 2007. The impact of organisational complexity in the strategy development process. In Dyson, R.G. and O'Brien, F.A. (eds.) Supporting strategy: frameworks, methods and models. Chichester, Wiley, chapter 8, pages 191-210.
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OLIVEIRA, F. S.,and RANA, R., Business to Business Online Revenue Management. In “Service Chain Management – Technology Innovation for the Service Industry,” C. Voudouris, G. Owuso, R. Dorne and D. Lesaint (Ed.), Springer, 2007.
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SHAKYA, S., OLIVEIRA, F. and OWUSU, G. 2007. An application of EDA and GA to dynamic pricing. In Proceedings of the 9th Annual conference on genetic and evolutionary computation (GECCO '07), 7-11 July 2007, London, UK. New York: ACM [online], pages 585-592.
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BUNN, D.W. and OLIVEIRA, F.S. 2003. Evaluating individual market power in electricity markets via agent-based simulation. Annals of operations research [online], 121(1-4), pages 57-77.
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BUNN, D.W. and OLIVEIRA, F.S. 2001. Agent-based simulation: an application to the new electricity trading arrangements of England and Wales. IEEE transactions on evolutionary computation [online], 5(5), pages 493-503.
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About the Author
Fernando S. Oliveira is a researcher in operations management, risk analytics, and artificial intelligence applied to decision-making and supply chains.
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These papers are provided for academic dissemination. Please cite appropriately.