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Dr. F.P. (Fernando) Pascoal Dos Santos

Faculty of Science
Informatics Institute
Visiting address
  • Science Park 904
  • Room number: L5.11
Postal address
  • Postbus 94323
    1090 GH Amsterdam
Contact details
  • Publications

    2022

    • Arafan, A. M., Graus, D., Santos, F. P., & Beauxis-Aussalet, E. (2022). End-to-End Bias Mitigation in Candidate Recommender Systems with Fairness Gates. In RecSys-in-HR 2022 : Recommender Systems for Human Resources 2022: Proceedings of the 2nd Workshop on Recommender Systems for Human Resources (RecSys-in-HR 2022), co-located with the 16th ACM Conference on Recommender Systems (RecSys 2022) : Seattle, USA, 18th-23rd September 2022 [6] (CEUR Workshop Proceedings; Vol. 3218). CEUR-WS. http://star.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-3218/RecSysHR2022-paper_6.pdf
    • Barsotti, F., Koçer, R. G., & Santos, F. P. (2022). Can Algorithms be Explained Without Compromising Efficiency? The Benefits of Detection and Imitation in Strategic Classification. In International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022 (pp. 1536-1538). (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; Vol. 3). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).
    • Barsotti, F., Koçer, R. G., & Santos, F. P. (2022). Transparency, Detection and Imitation in Strategic Classification. In L. De Raedt, & L. De Raedt (Eds.), Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022 (pp. 67-73). (IJCAI International Joint Conference on Artificial Intelligence). International Joint Conferences on Artificial Intelligence.
    • Merhej, R., Santos, F. P., Melo, F. S., & Santos, F. C. (2022). Cooperation and Learning Dynamics under Wealth Inequality and Diversity in Individual Risk Perception. Journal of Artificial Intelligence Research, 74, 733-764. https://doi.org/10.1613/jair.1.13519
    • da Silva, F. L., MacAlpine, P., Rădulescu, R., Santos, F. P., & Mannion, P. (2022). Special issue on adaptive and learning agents 2020. Neural Computing and Applications, 34(3), 1649-1651. https://doi.org/10.1007/s00521-021-06593-4

    2021

    • Merhej, R., Santos, F. P., Melo, F. S., & Santos, F. C. (2021). Cooperation between independent reinforcement learners under wealth inequality and collective risks. In U. Endriss, A. Nowé, F. Dignum, & A. Lomuscio (Eds.), AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems : May 3-7, 2021, virtual event, UK (Vol. 2, pp. 898-906). International Foundation for Autonomous Agents and Multiagent Systems. https://dl.acm.org/doi/10.5555/3463952.3464059 [details]
    • Oliveira, R., Arriaga, P., Santos, F. P., Mascarenhas, S., & Paiva, A. (2021). Towards prosocial design: A scoping review of the use of robots and virtual agents to trigger prosocial behaviour. Computers in Human Behavior, 114, [106547]. https://doi.org/10.1016/j.chb.2020.106547
    • Santos, F. P., Lelkes, Y., & Levin, S. A. (2021). Link recommendation algorithms and dynamics of polarization in online social networks. Proceedings of the National Academy of Sciences of the United States of America, 118(50), [e2102141118]. https://doi.org/10.1073/pnas.2102141118 [details]
    • Santos, F. P., Levin, S. A., & Vasconcelos, V. V. (2021). Biased perceptions explain collective action deadlocks and suggest new mechanisms to prompt cooperation. iScience, 24(4), [102375]. https://doi.org/10.1016/j.isci.2021.102375 [details]
    • Santos, F. P., Pacheco, J. M., & Santos, F. C. (2021). The complexity of human cooperation under indirect reciprocity. Philosophical Transactions of the Royal Society B - Biological Sciences, 376(1838), [20200291]. https://doi.org/10.1098/rstb.2020.0291 [details]
    • Santos, F. P., Pacheco, J. M., Santos, F. C., & Levin, S. A. (2021). Dynamics of informal risk sharing in collective index insurance. Nature Sustainability, 4(5), 426-432. https://doi.org/10.1038/s41893-020-00667-2 [details]
    • Santos, F. P., Santos, F. C., Pacheco, J. M., & Levin, S. A. (2021). Social network interventions to prevent reciprocity-driven polarization. In U. Endriss, A. Nowé, F. Dignum, & A. Lomuscio (Eds.), AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems : May 3-7, 2021, virtual event, UK (Vol. 3, pp. 1643-1645). International Foundation for Autonomous Agents and Multiagent Systems. https://dl.acm.org/doi/10.5555/3463952.3464187 [details]
    • Teixeira, A. S., Santos, F. C., Francisco, A. P., & Santos, F. P. (2021). Eliciting Fairness in N-Player Network Games through Degree-Based Role Assignment. Complexity, 2021, [6851477]. https://doi.org/10.1155/2021/6851477 [details]
    • Teixeira, A. S., Santos, F. C., Francisco, A. P., & Santos, F. P. (2021). Eliciting fairness in multiplayer bargaining through network-based role assignment: Extended abstract. In U. Endriss, A. Nowé, F. Dignum, & A. Lomuscio (Eds.), AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems : May 3-7, 2021, virtual event, UK (Vol. 3, pp. 1683–1685). International Foundation for Autonomous Agents and Multiagent Systems. https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1683.pdf [details]

    2017

    • Vasconcelos, V. V., Santos, F. P., Santos, F. C., & Pacheco, J. M. (2017). Stochastic Dynamics through Hierarchically Embedded Markov Chains. Physical Review Letters, 118(5), [058301]. https://doi.org/10.1103/PhysRevLett.118.058301

    2021

    • Encarnação, S., Santos, P., Santos, F. C., Pereira, M., Pacheco, J. M., & Portugali, J. (2021). Evolutionary games in cities and urban planning. In Handbook on Cities and Complexity (1 ed., Vol. 1, pp. 349–369). Edward Elgar Publishing. https://doi.org/10.4337/9781789900125.00029
    • Paiva, A., Correia, F., Oliveira, R., Santos, F., & Arriaga, P. (2021). Empathy and Prosociality in Social Agents. In The Handbook on Socially Interactive Agents: 20 Years of Research on Embodied Conversational Agents, Intelligent Virtual Agents, and Social Robotics Volume 1: Methods, Behavior, Cognition (1 ed., Vol. 1, pp. 385–432). Association for Computing Machinery. https://doi.org/10.1145/3477322.3477334
    • Vasconcelos, V., & Santos, F. (2021). Biased perceptions explain collective action deadlocks and suggest new mechanisms to prompt cooperation. Authors Vítor Vasconcelos and Fernando Santos on the article. IAS Review, 2, [2.2]. https://ias.uva.nl/ias-review/past-issues/issue-2/issue-2-article-2.html [details]

    2022

    • Michailidis, D., Ghebreab, S., & Pascoal Dos Santos, F. P. (Accepted/In press). Balancing Fairness and Efficiency in Transport Network Design through Reinforcement Learning.

    Media appearance

    Talk / presentation

    • Vasconcelos, V. V. (invited speaker) & Pascoal Dos Santos, F. (invited speaker) (1-3-2022). Seminario de Economía y Complejidad, Centro de Investigaciones Interdisciplinarias en Ciencias y Humanidades, Universidad Nacional Autonoma de Mexico (UNAM). https://www.ceiich.unam.mx/0/60EncAno.php?ano=2022

    Others

    • Vasconcelos, V. (organiser), Darcie Marquitti, F. (organiser), McManus, L. C. (organiser), Ong, T. W. (organiser), Krueger, E. (participant), Pascoal Dos Santos, F. (participant), Sloot, P. M. A. (participant), Liao, W. (participant), Taylor, B. (participant), Pinheiro, F. L. (participant), Junquera, V. (participant), Watson, J. (participant), Mittal, D. (participant), Yang, L. (participant), Aguiar, M. (participant), Campos, A. (participant), Dutta, P. (participant), Jovanelly, K. (participant), Kong, J. (participant), … Zhan, Q. (participant) (27-3-2022 - 1-4-2022). BIRS Workshop, Banff. The Banff International Research Station will host the "Rate-induced Transitions in Networked Systems " workshop in Banff from March 27 to April 1, (…) (organising a conference, workshop, ...). https://www.birs.ca/events/2022/5-day-workshops/22w5067

    2022

    This list of publications is extracted from the UvA-Current Research Information System. Questions? Ask the library or the Pure staff of your faculty / institute. Log in to Pure to edit your publications. Log in to Personal Page Publication Selection tool to manage the visibility of your publications on this list.
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